TY  - JOUR
AU  - Lazarević, Jovan
AU  - Aćimović, Milica
AU  - Pezo, Lato
AU  - Lončar, Biljana
AU  - Konstantinović, Bojan
AU  - Popov, Milena
AU  - Šovljanski, Olja
AU  - Travičić, Vanja
AU  - Sikora, Vladimir
AU  - Vujisić, Ljubodrag
PY  - 2024
UR  - http://fiver.ifvcns.rs/handle/123456789/4282
AB  - The purpose of this study was to obtain additional value of hydrolates (HYs), by-products during essential oil distillation. Chemical compositions of angelica and hop hydrolates were determined and compared with the corresponding essential oils, and their biological potential tested. Steam distilled essential oils and hydrolates were analyzed by GC-MS, and their biological potential was tested for antioxidant (DPPH, ABTS and reduction power) and antimicrobial activities (against nine bacteria and fungi). Hydrolates were additionally tested for allelopathic activity (on corn and redroot pigweed). The investigated essential oils have totally different volatile profiles and aromas in comparison to hydrolates. The most dominant constituents in the angelica essential oil were limonene, β-phellandrene, α-pinene, α-phellandrene and δ-3-carene, while in the hydrolate it was trans-verbenol. In the hop essential oil the most dominant constituents were myrcene and α-humulene, while in the hydrolate isovaleric acid and linalool were dominant. Angelica essential oil showed higher antioxidant activity in comparison with hop, while hydrolates displayed significantly lower antioxidant activity. Low antimicrobial potential of both essential oils was observed in the case of Enterococcus faecalis, Escherichia coli, Saccharomyces cerevisiae and Candida albicans. Antimicrobial activity was not detected in neither of the two hydrolates. In terms of allelopathic activity, hydrolates showed a dose-dependent decreasing activity on germination and seedling growth of corn and redroot pigweed. Angelica and hop essential oils are mainly used in food, cosmetic and pharmaceutical industries because of their aroma. Hydrolates, as by-products, possess potential for application in agriculture as natural herbicides.
PB  - Springer
T2  - Waste and Biomass Valorization
T1  - Chemical Composition and In Vitro Biological Activity of Angelica Root and Hop Strobile Essential Oils and Hydrolates
EP  - 883
SP  - 867
VL  - 15
DO  - 10.1007/s12649-023-02209-1
ER  - 

@article{
author = "Lazarević, Jovan and Aćimović, Milica and Pezo, Lato and Lončar, Biljana and Konstantinović, Bojan and Popov, Milena and Šovljanski, Olja and Travičić, Vanja and Sikora, Vladimir and Vujisić, Ljubodrag",
year = "2024",
abstract = "The purpose of this study was to obtain additional value of hydrolates (HYs), by-products during essential oil distillation. Chemical compositions of angelica and hop hydrolates were determined and compared with the corresponding essential oils, and their biological potential tested. Steam distilled essential oils and hydrolates were analyzed by GC-MS, and their biological potential was tested for antioxidant (DPPH, ABTS and reduction power) and antimicrobial activities (against nine bacteria and fungi). Hydrolates were additionally tested for allelopathic activity (on corn and redroot pigweed). The investigated essential oils have totally different volatile profiles and aromas in comparison to hydrolates. The most dominant constituents in the angelica essential oil were limonene, β-phellandrene, α-pinene, α-phellandrene and δ-3-carene, while in the hydrolate it was trans-verbenol. In the hop essential oil the most dominant constituents were myrcene and α-humulene, while in the hydrolate isovaleric acid and linalool were dominant. Angelica essential oil showed higher antioxidant activity in comparison with hop, while hydrolates displayed significantly lower antioxidant activity. Low antimicrobial potential of both essential oils was observed in the case of Enterococcus faecalis, Escherichia coli, Saccharomyces cerevisiae and Candida albicans. Antimicrobial activity was not detected in neither of the two hydrolates. In terms of allelopathic activity, hydrolates showed a dose-dependent decreasing activity on germination and seedling growth of corn and redroot pigweed. Angelica and hop essential oils are mainly used in food, cosmetic and pharmaceutical industries because of their aroma. Hydrolates, as by-products, possess potential for application in agriculture as natural herbicides.",
publisher = "Springer",
journal = "Waste and Biomass Valorization",
title = "Chemical Composition and In Vitro Biological Activity of Angelica Root and Hop Strobile Essential Oils and Hydrolates",
pages = "883-867",
volume = "15",
doi = "10.1007/s12649-023-02209-1"
}

Lazarević, J., Aćimović, M., Pezo, L., Lončar, B., Konstantinović, B., Popov, M., Šovljanski, O., Travičić, V., Sikora, V.,& Vujisić, L.. (2024). Chemical Composition and In Vitro Biological Activity of Angelica Root and Hop Strobile Essential Oils and Hydrolates. in Waste and Biomass Valorization
Springer., 15, 867-883.
https://doi.org/10.1007/s12649-023-02209-1

Lazarević J, Aćimović M, Pezo L, Lončar B, Konstantinović B, Popov M, Šovljanski O, Travičić V, Sikora V, Vujisić L. Chemical Composition and In Vitro Biological Activity of Angelica Root and Hop Strobile Essential Oils and Hydrolates. in Waste and Biomass Valorization. 2024;15:867-883.
doi:10.1007/s12649-023-02209-1 .

Lazarević, Jovan, Aćimović, Milica, Pezo, Lato, Lončar, Biljana, Konstantinović, Bojan, Popov, Milena, Šovljanski, Olja, Travičić, Vanja, Sikora, Vladimir, Vujisić, Ljubodrag, "Chemical Composition and In Vitro Biological Activity of Angelica Root and Hop Strobile Essential Oils and Hydrolates" in Waste and Biomass Valorization, 15 (2024):867-883,
https://doi.org/10.1007/s12649-023-02209-1 . .

TY  - JOUR
AU  - Đalović, Ivica
AU  - Mitrović, Petar
AU  - Trivan, Goran
AU  - Jelušić, Aleksandra
AU  - Pezo, Lato
AU  - Janić Hajnal, Elizabet
AU  - Popović Milovanović, Tatjana
PY  - 2024
UR  - http://fiver.ifvcns.rs/handle/123456789/4548
AB  - Infections with phytoplasma present one of the most significant biotic stresses influencing plant health, growth, and production. The phytoplasma ‘Candidatus Phytoplasma solani’ infects a variety of plant species. This pathogen impacts the physiological and morphological characteristics of plants causing stunting, yellowing, leaf curling, and other symptoms that can lead to significant economic losses. The aim of this study was to determine biochemical changes in peony (Paeonia tenuifolia L.), mint (Mentha × piperita L.), and dill (Anethum graveolens L.) induced by ‘Ca. Phytoplasma solani’ in Serbia as well as to predict the impact of the biotic stress using artificial neural network (ANN) modeling. The phylogenetic position of the Serbian ‘Ca. Phytoplasma solani’ strains originated from the tested hosts using 16S rRNA (peony and carrot strains) and plsC (mint and dill strains) sequences indicated by their genetic homogeneity despite the host of origin. Biochemical parameters significantly differed in asymptomatic and symptomatic plants, except for total anthocyanidins contents in dill and the capacity of peony and mint extracts to neutralize superoxide anions and hydroxyl radicals, respectively. Principal Component Analysis (PCA) showed a correlation between different chemical parameters and revealed a clear separation among the samples. Based on the ANN performance, the optimal number of hidden neurons for the calculation of TS, RG, PAL, LP, NBT, •OH, TP, TT, Tflav, Tpro, Tant, DPPH, and Car was nine (using MLP 8-9-13), as it produced high r2 values (1.000 during the training period) and low SOS values. Developing an effective early warning system for the detection of plant diseases in different plant species is critical for improving crop yield and quality.
PB  - Basel : MDPI
T2  - Horticulturae
T1  - The Effect of Biotic Stress in Plant Species Induced by ‘Candidatus Phytoplasma solani’—An Artificial Neural Network Approach
IS  - 5
SP  - 426
VL  - 10
DO  - 10.3390/horticulturae10050426
ER  - 

@article{
author = "Đalović, Ivica and Mitrović, Petar and Trivan, Goran and Jelušić, Aleksandra and Pezo, Lato and Janić Hajnal, Elizabet and Popović Milovanović, Tatjana",
year = "2024",
abstract = "Infections with phytoplasma present one of the most significant biotic stresses influencing plant health, growth, and production. The phytoplasma ‘Candidatus Phytoplasma solani’ infects a variety of plant species. This pathogen impacts the physiological and morphological characteristics of plants causing stunting, yellowing, leaf curling, and other symptoms that can lead to significant economic losses. The aim of this study was to determine biochemical changes in peony (Paeonia tenuifolia L.), mint (Mentha × piperita L.), and dill (Anethum graveolens L.) induced by ‘Ca. Phytoplasma solani’ in Serbia as well as to predict the impact of the biotic stress using artificial neural network (ANN) modeling. The phylogenetic position of the Serbian ‘Ca. Phytoplasma solani’ strains originated from the tested hosts using 16S rRNA (peony and carrot strains) and plsC (mint and dill strains) sequences indicated by their genetic homogeneity despite the host of origin. Biochemical parameters significantly differed in asymptomatic and symptomatic plants, except for total anthocyanidins contents in dill and the capacity of peony and mint extracts to neutralize superoxide anions and hydroxyl radicals, respectively. Principal Component Analysis (PCA) showed a correlation between different chemical parameters and revealed a clear separation among the samples. Based on the ANN performance, the optimal number of hidden neurons for the calculation of TS, RG, PAL, LP, NBT, •OH, TP, TT, Tflav, Tpro, Tant, DPPH, and Car was nine (using MLP 8-9-13), as it produced high r2 values (1.000 during the training period) and low SOS values. Developing an effective early warning system for the detection of plant diseases in different plant species is critical for improving crop yield and quality.",
publisher = "Basel : MDPI",
journal = "Horticulturae",
title = "The Effect of Biotic Stress in Plant Species Induced by ‘Candidatus Phytoplasma solani’—An Artificial Neural Network Approach",
number = "5",
pages = "426",
volume = "10",
doi = "10.3390/horticulturae10050426"
}

Đalović, I., Mitrović, P., Trivan, G., Jelušić, A., Pezo, L., Janić Hajnal, E.,& Popović Milovanović, T.. (2024). The Effect of Biotic Stress in Plant Species Induced by ‘Candidatus Phytoplasma solani’—An Artificial Neural Network Approach. in Horticulturae
Basel : MDPI., 10(5), 426.
https://doi.org/10.3390/horticulturae10050426

Đalović I, Mitrović P, Trivan G, Jelušić A, Pezo L, Janić Hajnal E, Popović Milovanović T. The Effect of Biotic Stress in Plant Species Induced by ‘Candidatus Phytoplasma solani’—An Artificial Neural Network Approach. in Horticulturae. 2024;10(5):426.
doi:10.3390/horticulturae10050426 .

Đalović, Ivica, Mitrović, Petar, Trivan, Goran, Jelušić, Aleksandra, Pezo, Lato, Janić Hajnal, Elizabet, Popović Milovanović, Tatjana, "The Effect of Biotic Stress in Plant Species Induced by ‘Candidatus Phytoplasma solani’—An Artificial Neural Network Approach" in Horticulturae, 10, no. 5 (2024):426,
https://doi.org/10.3390/horticulturae10050426 . .

TY  - JOUR
AU  - Miljković, Ana
AU  - Aćimović, Milica
AU  - Božanić Tanjga, Biljana
AU  - Lončar, Biljana
AU  - Raičević, Vidak
AU  - Šovljanski, Olja
AU  - Travičić, Vanja
AU  - Pezo, Milada
AU  - Pezo, Lato
PY  - 2024
UR  - http://fiver.ifvcns.rs/handle/123456789/4481
AB  - The purpose of this systematic overview is to establish the impact of inhalation and topical application of Rosa damascena essential oil in aromatherapy practice. A bibliometric analysis using the different scientific databases was conducted to examine scientific documents related to “rose aromatherapy” and “Rosa damascena aromatherapy”. Microsoft Excel and VOSviewer software were used to extract and visualize information. Founded on a review of 93 papers, the scent of rose essential oil has applications in aromatherapy for reducing anxiety, alleviating pain, improving sleep quality, as well as alleviating physiological symptoms during menopause and PMS. It aids in mitigating stress and reducing stress and reducing depression and fatigue, for relaxation and improving cognitive function, among other benefits. Ultimately, rose essential oil is safe and suitable for self-administration via inhalation or topical application, either alone or with other essential oils.
PB  - Novi Sad : Univerzitet Privredna akademija, Fakultet za ekonomiju i inženjerski menadžment
T2  - Journal of Agronomy, Technology and Engineering Management (JATEM)
T1  - Inhalation and Topical Application of Rose Essential  Oil – A Systematic Overview of Rosa damascena Aromatherapy
EP  - 1020
IS  - 1
SP  - 998
VL  - 7
DO  - 10.55817/ASIJ6404
ER  - 

@article{
author = "Miljković, Ana and Aćimović, Milica and Božanić Tanjga, Biljana and Lončar, Biljana and Raičević, Vidak and Šovljanski, Olja and Travičić, Vanja and Pezo, Milada and Pezo, Lato",
year = "2024",
abstract = "The purpose of this systematic overview is to establish the impact of inhalation and topical application of Rosa damascena essential oil in aromatherapy practice. A bibliometric analysis using the different scientific databases was conducted to examine scientific documents related to “rose aromatherapy” and “Rosa damascena aromatherapy”. Microsoft Excel and VOSviewer software were used to extract and visualize information. Founded on a review of 93 papers, the scent of rose essential oil has applications in aromatherapy for reducing anxiety, alleviating pain, improving sleep quality, as well as alleviating physiological symptoms during menopause and PMS. It aids in mitigating stress and reducing stress and reducing depression and fatigue, for relaxation and improving cognitive function, among other benefits. Ultimately, rose essential oil is safe and suitable for self-administration via inhalation or topical application, either alone or with other essential oils.",
publisher = "Novi Sad : Univerzitet Privredna akademija, Fakultet za ekonomiju i inženjerski menadžment",
journal = "Journal of Agronomy, Technology and Engineering Management (JATEM)",
title = "Inhalation and Topical Application of Rose Essential  Oil – A Systematic Overview of Rosa damascena Aromatherapy",
pages = "1020-998",
number = "1",
volume = "7",
doi = "10.55817/ASIJ6404"
}

Miljković, A., Aćimović, M., Božanić Tanjga, B., Lončar, B., Raičević, V., Šovljanski, O., Travičić, V., Pezo, M.,& Pezo, L.. (2024). Inhalation and Topical Application of Rose Essential  Oil – A Systematic Overview of Rosa damascena Aromatherapy. in Journal of Agronomy, Technology and Engineering Management (JATEM)
Novi Sad : Univerzitet Privredna akademija, Fakultet za ekonomiju i inženjerski menadžment., 7(1), 998-1020.
https://doi.org/10.55817/ASIJ6404

Miljković A, Aćimović M, Božanić Tanjga B, Lončar B, Raičević V, Šovljanski O, Travičić V, Pezo M, Pezo L. Inhalation and Topical Application of Rose Essential  Oil – A Systematic Overview of Rosa damascena Aromatherapy. in Journal of Agronomy, Technology and Engineering Management (JATEM). 2024;7(1):998-1020.
doi:10.55817/ASIJ6404 .

Miljković, Ana, Aćimović, Milica, Božanić Tanjga, Biljana, Lončar, Biljana, Raičević, Vidak, Šovljanski, Olja, Travičić, Vanja, Pezo, Milada, Pezo, Lato, "Inhalation and Topical Application of Rose Essential  Oil – A Systematic Overview of Rosa damascena Aromatherapy" in Journal of Agronomy, Technology and Engineering Management (JATEM), 7, no. 1 (2024):998-1020,
https://doi.org/10.55817/ASIJ6404 . .

Lončar, B., Pezo, L., Filipović, V., Nićetin, M., Filipović, J., Pezo, M., Šuput, D.,& Aćimović, M.. (2024). Speltini mafini sa brašnom jabuke obogaćeni melasom šećerne repe. 
Novi Sad : Univerzitet u Novom Sadu, Tehnološki fakultet..
https://hdl.handle.net/21.15107/rcub_fiver_4330

Lončar B, Pezo L, Filipović V, Nićetin M, Filipović J, Pezo M, Šuput D, Aćimović M. Speltini mafini sa brašnom jabuke obogaćeni melasom šećerne repe. 2024;.
https://hdl.handle.net/21.15107/rcub_fiver_4330 .

Lončar, Biljana, Pezo, Lato, Filipović, Vladimir, Nićetin, Milica, Filipović, Jelena, Pezo, Milada, Šuput, Danijela, Aćimović, Milica, "Speltini mafini sa brašnom jabuke obogaćeni melasom šećerne repe" (2024),
https://hdl.handle.net/21.15107/rcub_fiver_4330 .

TY  - JOUR
AU  - Filipović, Vladimir
AU  - Ugrenović, Vladan
AU  - Popović, Vera
AU  - Dimitrijević, Snežana
AU  - Popović, Slobodan
AU  - Aćimović, Milica
AU  - Dragumilo, Ana
AU  - Pezo, Lato
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3280
AB  - This article describes still insufficiently known technology of pot marigold cultivation with the compost produced from the organic waste of the processing of medicinal plants. For the first time the application was analyzed of different amounts of compost (control – without compost, 2, 10 and 30 kg/m2 ) on the morphological, productive and qualitative parameters of two pot marigold varieties (Domaći oranž and Plamen Plus). During the five-year period, the best results in both tested pot marigold varieties were achieved with the 30 kg/m2 compost application. The yield of dry flower was higher for the Domaći oranž pot marigold variety fertilized with 30 kg/m2 compost (1957.4 kg/ha) compared with the Plamen Plus variety (451.1 kg/ha). A significantly higher fresh flower yield of the Domaći oranž variety greatly influenced the increase in the quantities of examined quality parameters (total carotenoids, total phenolic, total flavonoids, and DPPH reduction), whose content was higher in the Plamen Plus variety. The artificial neural network model, was built applying the Broyden-FletcherGoldfarb-Shanno algorithm, exerted the adequate forecasting abilities for the productivity and quality of pot marigold flowers and the influence of compost material, produced from medicinal plants waste (R2 was 0.837 for the training period). This research demonstrates that it is possible to use organic waste obtained in the processing of medicinal plants, supporting the effectiveness of a circular economy model in the cultivation of pot marigold.
PB  - Elsevier
T2  - Industrial Crops and Products
T1  - Productivity and flower quality of different pot marigold (Calendula officinalis L.) varieties on the compost produced from medicinal plant waste
SP  - 116093
VL  - 192
DO  - 10.1016/j.indcrop.2022.116093
ER  - 

@article{
author = "Filipović, Vladimir and Ugrenović, Vladan and Popović, Vera and Dimitrijević, Snežana and Popović, Slobodan and Aćimović, Milica and Dragumilo, Ana and Pezo, Lato",
year = "2023",
abstract = "This article describes still insufficiently known technology of pot marigold cultivation with the compost produced from the organic waste of the processing of medicinal plants. For the first time the application was analyzed of different amounts of compost (control – without compost, 2, 10 and 30 kg/m2 ) on the morphological, productive and qualitative parameters of two pot marigold varieties (Domaći oranž and Plamen Plus). During the five-year period, the best results in both tested pot marigold varieties were achieved with the 30 kg/m2 compost application. The yield of dry flower was higher for the Domaći oranž pot marigold variety fertilized with 30 kg/m2 compost (1957.4 kg/ha) compared with the Plamen Plus variety (451.1 kg/ha). A significantly higher fresh flower yield of the Domaći oranž variety greatly influenced the increase in the quantities of examined quality parameters (total carotenoids, total phenolic, total flavonoids, and DPPH reduction), whose content was higher in the Plamen Plus variety. The artificial neural network model, was built applying the Broyden-FletcherGoldfarb-Shanno algorithm, exerted the adequate forecasting abilities for the productivity and quality of pot marigold flowers and the influence of compost material, produced from medicinal plants waste (R2 was 0.837 for the training period). This research demonstrates that it is possible to use organic waste obtained in the processing of medicinal plants, supporting the effectiveness of a circular economy model in the cultivation of pot marigold.",
publisher = "Elsevier",
journal = "Industrial Crops and Products",
title = "Productivity and flower quality of different pot marigold (Calendula officinalis L.) varieties on the compost produced from medicinal plant waste",
pages = "116093",
volume = "192",
doi = "10.1016/j.indcrop.2022.116093"
}

Filipović, V., Ugrenović, V., Popović, V., Dimitrijević, S., Popović, S., Aćimović, M., Dragumilo, A.,& Pezo, L.. (2023). Productivity and flower quality of different pot marigold (Calendula officinalis L.) varieties on the compost produced from medicinal plant waste. in Industrial Crops and Products
Elsevier., 192, 116093.
https://doi.org/10.1016/j.indcrop.2022.116093

Filipović V, Ugrenović V, Popović V, Dimitrijević S, Popović S, Aćimović M, Dragumilo A, Pezo L. Productivity and flower quality of different pot marigold (Calendula officinalis L.) varieties on the compost produced from medicinal plant waste. in Industrial Crops and Products. 2023;192:116093.
doi:10.1016/j.indcrop.2022.116093 .

Filipović, Vladimir, Ugrenović, Vladan, Popović, Vera, Dimitrijević, Snežana, Popović, Slobodan, Aćimović, Milica, Dragumilo, Ana, Pezo, Lato, "Productivity and flower quality of different pot marigold (Calendula officinalis L.) varieties on the compost produced from medicinal plant waste" in Industrial Crops and Products, 192 (2023):116093,
https://doi.org/10.1016/j.indcrop.2022.116093 . .

TY  - JOUR
AU  - Erceg, Tamara
AU  - Šovljanski, Olja
AU  - Stupar, Alena
AU  - Ugarković, Jovana
AU  - Aćimović, Milica
AU  - Pezo, Lato
AU  - Tomić, Ana
AU  - Todosijević, Marina
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3290
AB  - Biopolymer-based films present an ideal matrix for the incorporation of active substances such as antimicrobial agents, giving active packaging a framework of green chemistry and a step forward in food packaging technology. The chitosan-gelatine active coating has been prepared using lemongrass oil as an antimicrobial compound applying a different approach. Instead of surfactants, to achieve compatibilization of compounds, β-cyclodextrin was used to encapsulate lemongrass oil. The antimicrobial effect was assessed using the dip-coating method on freshly harvested cherry tomatoes artificially contaminated by Penicillium aurantiogriseum during 20 days of cold storage. According to the evaluation of the antimicrobial effect of coating formulation on cherry tomato samples, which was mathematically assessed by predictive kinetic models and digital imaging, the applied coating formulation was found to be very effective since the development of fungal contamination for active-coated samples was observed for 20 days.
PB  - Elsevier
T2  - International Journal of Biological Macromolecules
T1  - A comprehensive approach to chitosan-gelatine edible coating with β-cyclodextrin/lemongrass essential oil inclusion complex — Characterization and food application
VL  - 228
DO  - 10.1016/j.ijbiomac.2022.12.132
ER  - 

@article{
author = "Erceg, Tamara and Šovljanski, Olja and Stupar, Alena and Ugarković, Jovana and Aćimović, Milica and Pezo, Lato and Tomić, Ana and Todosijević, Marina",
year = "2023",
abstract = "Biopolymer-based films present an ideal matrix for the incorporation of active substances such as antimicrobial agents, giving active packaging a framework of green chemistry and a step forward in food packaging technology. The chitosan-gelatine active coating has been prepared using lemongrass oil as an antimicrobial compound applying a different approach. Instead of surfactants, to achieve compatibilization of compounds, β-cyclodextrin was used to encapsulate lemongrass oil. The antimicrobial effect was assessed using the dip-coating method on freshly harvested cherry tomatoes artificially contaminated by Penicillium aurantiogriseum during 20 days of cold storage. According to the evaluation of the antimicrobial effect of coating formulation on cherry tomato samples, which was mathematically assessed by predictive kinetic models and digital imaging, the applied coating formulation was found to be very effective since the development of fungal contamination for active-coated samples was observed for 20 days.",
publisher = "Elsevier",
journal = "International Journal of Biological Macromolecules",
title = "A comprehensive approach to chitosan-gelatine edible coating with β-cyclodextrin/lemongrass essential oil inclusion complex — Characterization and food application",
volume = "228",
doi = "10.1016/j.ijbiomac.2022.12.132"
}

Erceg, T., Šovljanski, O., Stupar, A., Ugarković, J., Aćimović, M., Pezo, L., Tomić, A.,& Todosijević, M.. (2023). A comprehensive approach to chitosan-gelatine edible coating with β-cyclodextrin/lemongrass essential oil inclusion complex — Characterization and food application. in International Journal of Biological Macromolecules
Elsevier., 228.
https://doi.org/10.1016/j.ijbiomac.2022.12.132

Erceg T, Šovljanski O, Stupar A, Ugarković J, Aćimović M, Pezo L, Tomić A, Todosijević M. A comprehensive approach to chitosan-gelatine edible coating with β-cyclodextrin/lemongrass essential oil inclusion complex — Characterization and food application. in International Journal of Biological Macromolecules. 2023;228.
doi:10.1016/j.ijbiomac.2022.12.132 .

Erceg, Tamara, Šovljanski, Olja, Stupar, Alena, Ugarković, Jovana, Aćimović, Milica, Pezo, Lato, Tomić, Ana, Todosijević, Marina, "A comprehensive approach to chitosan-gelatine edible coating with β-cyclodextrin/lemongrass essential oil inclusion complex — Characterization and food application" in International Journal of Biological Macromolecules, 228 (2023),
https://doi.org/10.1016/j.ijbiomac.2022.12.132 . .

TY  - JOUR
AU  - Tomić, Ana
AU  - Šovljanski, Olja
AU  - Nikolić, Višnja
AU  - Pezo, Lato
AU  - Aćimović, Milica
AU  - Cvetković, Mirjana
AU  - Stanojev, Jovana
AU  - Kuzmanović, Nebojša
AU  - Markov, Siniša
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3341
AB  - The main challenge in controlling the microbiological contamination of historical paper is finding an adequate method that includes the use of cost-effective, harmless, and non-toxic biocides whose effectiveness is maintained over time and without adverse effects on cultural heritage and human health. Therefore, this study demonstrated the possibility of using a non-invasive method of historical paper conservation based on plant essential oils (EOs) application. Evaluation of antimicrobial effects of different EOs (lemongrass, oregano, rosemary, peppermint, and eucalyptus) was conducted against Cladosporium cladosporoides, Aspergillus fumigatus, and Penicillium chrysogenum, which are commonly found on archive papers. Using a mixture of oregano, lemongrass and peppermint in ratio 1:1:1, the lower minimal inhibition concentration (0.78%) and better efficiency during a vapour test at the highest tested distance (5.5 cm) compared with individual EOs was proven. At the final step, this EOs mixture was used in the in situ conservation of historical paper samples obtained from the Archives of Vojvodina. According to the SEM imaging, the applied EOs mixture demonstrates complete efficiency in the inhibition of fungi colonization of archive papers, since fungal growth was not observed on samples, unlike the control samples.
PB  - Basel : MDPI
T2  - Antibiotics - Basel
T1  - Screening of Antifungal Activity of Essential Oils in Controlling Biocontamination of Historical Papers in Archives
IS  - 1
SP  - 103
VL  - 12
DO  - 10.3390/antibiotics12010103
ER  - 

@article{
author = "Tomić, Ana and Šovljanski, Olja and Nikolić, Višnja and Pezo, Lato and Aćimović, Milica and Cvetković, Mirjana and Stanojev, Jovana and Kuzmanović, Nebojša and Markov, Siniša",
year = "2023",
abstract = "The main challenge in controlling the microbiological contamination of historical paper is finding an adequate method that includes the use of cost-effective, harmless, and non-toxic biocides whose effectiveness is maintained over time and without adverse effects on cultural heritage and human health. Therefore, this study demonstrated the possibility of using a non-invasive method of historical paper conservation based on plant essential oils (EOs) application. Evaluation of antimicrobial effects of different EOs (lemongrass, oregano, rosemary, peppermint, and eucalyptus) was conducted against Cladosporium cladosporoides, Aspergillus fumigatus, and Penicillium chrysogenum, which are commonly found on archive papers. Using a mixture of oregano, lemongrass and peppermint in ratio 1:1:1, the lower minimal inhibition concentration (0.78%) and better efficiency during a vapour test at the highest tested distance (5.5 cm) compared with individual EOs was proven. At the final step, this EOs mixture was used in the in situ conservation of historical paper samples obtained from the Archives of Vojvodina. According to the SEM imaging, the applied EOs mixture demonstrates complete efficiency in the inhibition of fungi colonization of archive papers, since fungal growth was not observed on samples, unlike the control samples.",
publisher = "Basel : MDPI",
journal = "Antibiotics - Basel",
title = "Screening of Antifungal Activity of Essential Oils in Controlling Biocontamination of Historical Papers in Archives",
number = "1",
pages = "103",
volume = "12",
doi = "10.3390/antibiotics12010103"
}

Tomić, A., Šovljanski, O., Nikolić, V., Pezo, L., Aćimović, M., Cvetković, M., Stanojev, J., Kuzmanović, N.,& Markov, S.. (2023). Screening of Antifungal Activity of Essential Oils in Controlling Biocontamination of Historical Papers in Archives. in Antibiotics - Basel
Basel : MDPI., 12(1), 103.
https://doi.org/10.3390/antibiotics12010103

Tomić A, Šovljanski O, Nikolić V, Pezo L, Aćimović M, Cvetković M, Stanojev J, Kuzmanović N, Markov S. Screening of Antifungal Activity of Essential Oils in Controlling Biocontamination of Historical Papers in Archives. in Antibiotics - Basel. 2023;12(1):103.
doi:10.3390/antibiotics12010103 .

Tomić, Ana, Šovljanski, Olja, Nikolić, Višnja, Pezo, Lato, Aćimović, Milica, Cvetković, Mirjana, Stanojev, Jovana, Kuzmanović, Nebojša, Markov, Siniša, "Screening of Antifungal Activity of Essential Oils in Controlling Biocontamination of Historical Papers in Archives" in Antibiotics - Basel, 12, no. 1 (2023):103,
https://doi.org/10.3390/antibiotics12010103 . .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Semerdijeva, Ivanka
AU  - Zheljazkov, Valtcho
AU  - Rat, Milica
AU  - Stanković Jeremić, Jovana
AU  - Lončar, Biljana
AU  - Vukić, Vladimir
AU  - Radovanović, Katarina
AU  - Gavarić, Neda
AU  - Pezo, Lato
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/4054
AB  - This research investigated a Balkan endemic species, Achillea clypeolata, collected from two locations (Dobrostan and Ivaylovgrad) in Bulgaria and two locations (Ozren and Rtanj) in Serbia. The goal was to compare the essential oil (EO) of A. clypeolata from these four localities. The EO was isolated from dry aboveground plant parts by hydrodistillation, and the identification of the EO constituents was carried out by GC-MS analyses. Principal Component Analysis (PCA), correlation analysis, and an unrooted cluster tree were used to define distinctions in the presence of volatile compounds in A. clypeolata EO. Results showed that A. clypeolata of Serbian origin (Ozren and Rtanj) contained 1,8-cineole as the main constituent, and belonged to the previously described 1,8-cineole as a dominant compound in the EO profile.
PB  - Elsevier
T2  - Biochemical Systematics and Ecology
T1  - Variation in the essential oil composition and in silico analysis of anti-inflammatory potential of Balkan endemic species Achillea clypeolata Sm
SP  - 104679
VL  - 110
DO  - 10.1016/j.bse.2023.104679
ER  - 

@article{
author = "Aćimović, Milica and Semerdijeva, Ivanka and Zheljazkov, Valtcho and Rat, Milica and Stanković Jeremić, Jovana and Lončar, Biljana and Vukić, Vladimir and Radovanović, Katarina and Gavarić, Neda and Pezo, Lato",
year = "2023",
abstract = "This research investigated a Balkan endemic species, Achillea clypeolata, collected from two locations (Dobrostan and Ivaylovgrad) in Bulgaria and two locations (Ozren and Rtanj) in Serbia. The goal was to compare the essential oil (EO) of A. clypeolata from these four localities. The EO was isolated from dry aboveground plant parts by hydrodistillation, and the identification of the EO constituents was carried out by GC-MS analyses. Principal Component Analysis (PCA), correlation analysis, and an unrooted cluster tree were used to define distinctions in the presence of volatile compounds in A. clypeolata EO. Results showed that A. clypeolata of Serbian origin (Ozren and Rtanj) contained 1,8-cineole as the main constituent, and belonged to the previously described 1,8-cineole as a dominant compound in the EO profile.",
publisher = "Elsevier",
journal = "Biochemical Systematics and Ecology",
title = "Variation in the essential oil composition and in silico analysis of anti-inflammatory potential of Balkan endemic species Achillea clypeolata Sm",
pages = "104679",
volume = "110",
doi = "10.1016/j.bse.2023.104679"
}

Aćimović, M., Semerdijeva, I., Zheljazkov, V., Rat, M., Stanković Jeremić, J., Lončar, B., Vukić, V., Radovanović, K., Gavarić, N.,& Pezo, L.. (2023). Variation in the essential oil composition and in silico analysis of anti-inflammatory potential of Balkan endemic species Achillea clypeolata Sm. in Biochemical Systematics and Ecology
Elsevier., 110, 104679.
https://doi.org/10.1016/j.bse.2023.104679

Aćimović M, Semerdijeva I, Zheljazkov V, Rat M, Stanković Jeremić J, Lončar B, Vukić V, Radovanović K, Gavarić N, Pezo L. Variation in the essential oil composition and in silico analysis of anti-inflammatory potential of Balkan endemic species Achillea clypeolata Sm. in Biochemical Systematics and Ecology. 2023;110:104679.
doi:10.1016/j.bse.2023.104679 .

Aćimović, Milica, Semerdijeva, Ivanka, Zheljazkov, Valtcho, Rat, Milica, Stanković Jeremić, Jovana, Lončar, Biljana, Vukić, Vladimir, Radovanović, Katarina, Gavarić, Neda, Pezo, Lato, "Variation in the essential oil composition and in silico analysis of anti-inflammatory potential of Balkan endemic species Achillea clypeolata Sm" in Biochemical Systematics and Ecology, 110 (2023):104679,
https://doi.org/10.1016/j.bse.2023.104679 . .

TY  - GEN
AU  - Aćimović, Milica
AU  - Samardžić, Nataša
AU  - Šovljanski, Olja
AU  - Lončar, Biljana
AU  - Stanković Jeremić, Jovana
AU  - Pezo, Lato
AU  - Konstantinović, Bojan
AU  - Vasiljević, Sanja
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/4280
AB  - Sprouted seeds and microgreens are emerging as innovative specialty raw salad crops, valued for their health-promoting properties. However, the risk of foodborne illnesses associated with microbial contamination in microgreens underscores the need for effective sanitization in their production. This study explores using hydrolates, by-products of essential oil distillation from six plants, as natural sanitizers in alfalfa microgreen production. The research investigates their impact on seed germination, antimicrobial activity, and sensory attributes. Results revealed that oregano, fennel, lavender, and lemon catmint hydrolates decrease alfalfa seed germination, while peppermint and hop hydrolates have no significant impact. Peppermint and fennel hydrolates demonstrate notable efficacy in antimicrobial testing. Sensory analysis indicates differences in odour and flavour, with peppermint, oregano, and lavender receiving high scores. According to the results, peppermint hydrolate can be considered a favourable option for alfalfa micro sprout production, contributing to sustainable and organic approaches in urban agriculture and underlining the importance of natural sanitizers for food safety.
PB  - Springer
T2  - Waste and Biomass Valorization
T1  - The potential of hydrolates for use in the production of alfalfa micro sprouts: sanitizers and flavour enhancers
DO  - 10.21203/rs.3.rs-3676886/v1
ER  - 

@misc{
author = "Aćimović, Milica and Samardžić, Nataša and Šovljanski, Olja and Lončar, Biljana and Stanković Jeremić, Jovana and Pezo, Lato and Konstantinović, Bojan and Vasiljević, Sanja",
year = "2023",
abstract = "Sprouted seeds and microgreens are emerging as innovative specialty raw salad crops, valued for their health-promoting properties. However, the risk of foodborne illnesses associated with microbial contamination in microgreens underscores the need for effective sanitization in their production. This study explores using hydrolates, by-products of essential oil distillation from six plants, as natural sanitizers in alfalfa microgreen production. The research investigates their impact on seed germination, antimicrobial activity, and sensory attributes. Results revealed that oregano, fennel, lavender, and lemon catmint hydrolates decrease alfalfa seed germination, while peppermint and hop hydrolates have no significant impact. Peppermint and fennel hydrolates demonstrate notable efficacy in antimicrobial testing. Sensory analysis indicates differences in odour and flavour, with peppermint, oregano, and lavender receiving high scores. According to the results, peppermint hydrolate can be considered a favourable option for alfalfa micro sprout production, contributing to sustainable and organic approaches in urban agriculture and underlining the importance of natural sanitizers for food safety.",
publisher = "Springer",
journal = "Waste and Biomass Valorization",
title = "The potential of hydrolates for use in the production of alfalfa micro sprouts: sanitizers and flavour enhancers",
doi = "10.21203/rs.3.rs-3676886/v1"
}

Aćimović, M., Samardžić, N., Šovljanski, O., Lončar, B., Stanković Jeremić, J., Pezo, L., Konstantinović, B.,& Vasiljević, S.. (2023). The potential of hydrolates for use in the production of alfalfa micro sprouts: sanitizers and flavour enhancers. in Waste and Biomass Valorization
Springer..
https://doi.org/10.21203/rs.3.rs-3676886/v1

Aćimović M, Samardžić N, Šovljanski O, Lončar B, Stanković Jeremić J, Pezo L, Konstantinović B, Vasiljević S. The potential of hydrolates for use in the production of alfalfa micro sprouts: sanitizers and flavour enhancers. in Waste and Biomass Valorization. 2023;.
doi:10.21203/rs.3.rs-3676886/v1 .

Aćimović, Milica, Samardžić, Nataša, Šovljanski, Olja, Lončar, Biljana, Stanković Jeremić, Jovana, Pezo, Lato, Konstantinović, Bojan, Vasiljević, Sanja, "The potential of hydrolates for use in the production of alfalfa micro sprouts: sanitizers and flavour enhancers" in Waste and Biomass Valorization (2023),
https://doi.org/10.21203/rs.3.rs-3676886/v1 . .

TY  - JOUR
AU  - Lužaić, Tanja
AU  - Kravić, Snežana
AU  - Stojanović, Zorica
AU  - Grahovac, Nada
AU  - Jocić, Siniša
AU  - Cvejić, Sandra
AU  - Pezo, Lato
AU  - Romanić, Ranko S.
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3645
AB  - In this work, the chemical composition analysis was performed for cold pressed oils
obtained from the 15 sunflower hybrids grown in Serbia and Argentina, as well as the determination of their oxidative quality. The fatty acid composition and bioactive compounds including total tocopherols, phenols, carotenoids, and chlorophyll contents were investigated. The oxidation products were monitored through the peroxide value (PV), anisidine value (AnV), conjugated dienes (CD) and conjugated trienes (CT) content, and total oxidation index (TOTOX) under accelerated oxidation conditions by the oven method.
Results: Linoleic acid was the most abundant fatty acid in investigated oil samples, followed by oleic and palmitic acids. The mean contents of total tocopherols, phenols, carotenoids, and chlorophyll were 518.24, 9.42, 7.54 and 0.99 mg/kg, respectively. In order to obtain an overview
of sample variations according to the tested parameters Principal Component Analysis (PCA) was
applied.
Conclusion: PCA indicated that phenols, chlorophyll, linoleic and oleic acid were the most
effective variables for the differentiation of sunflower hybrids grown in Serbia and Argentina.
Furthermore, based on the fatty acid composition and bioactive compounds content in the oils, a
new Artificial Neural Network (ANN) model was developed to predict the oxidative stability
parameters of cold pressed sunflower oil.
PB  - Elsevier
T2  - Heliyon
T1  - Investigation of oxidative characteristics, fatty acid composition and bioactive compounds content in cold pressed oils of sunflower grown in Serbia and Argentina
IS  - 7
SP  - E18201
VL  - 9
DO  - 10.1016/j.heliyon.2023.e18201
ER  - 

@article{
author = "Lužaić, Tanja and Kravić, Snežana and Stojanović, Zorica and Grahovac, Nada and Jocić, Siniša and Cvejić, Sandra and Pezo, Lato and Romanić, Ranko S.",
year = "2023",
abstract = "In this work, the chemical composition analysis was performed for cold pressed oils
obtained from the 15 sunflower hybrids grown in Serbia and Argentina, as well as the determination of their oxidative quality. The fatty acid composition and bioactive compounds including total tocopherols, phenols, carotenoids, and chlorophyll contents were investigated. The oxidation products were monitored through the peroxide value (PV), anisidine value (AnV), conjugated dienes (CD) and conjugated trienes (CT) content, and total oxidation index (TOTOX) under accelerated oxidation conditions by the oven method.
Results: Linoleic acid was the most abundant fatty acid in investigated oil samples, followed by oleic and palmitic acids. The mean contents of total tocopherols, phenols, carotenoids, and chlorophyll were 518.24, 9.42, 7.54 and 0.99 mg/kg, respectively. In order to obtain an overview
of sample variations according to the tested parameters Principal Component Analysis (PCA) was
applied.
Conclusion: PCA indicated that phenols, chlorophyll, linoleic and oleic acid were the most
effective variables for the differentiation of sunflower hybrids grown in Serbia and Argentina.
Furthermore, based on the fatty acid composition and bioactive compounds content in the oils, a
new Artificial Neural Network (ANN) model was developed to predict the oxidative stability
parameters of cold pressed sunflower oil.",
publisher = "Elsevier",
journal = "Heliyon",
title = "Investigation of oxidative characteristics, fatty acid composition and bioactive compounds content in cold pressed oils of sunflower grown in Serbia and Argentina",
number = "7",
pages = "E18201",
volume = "9",
doi = "10.1016/j.heliyon.2023.e18201"
}

Lužaić, T., Kravić, S., Stojanović, Z., Grahovac, N., Jocić, S., Cvejić, S., Pezo, L.,& Romanić, R. S.. (2023). Investigation of oxidative characteristics, fatty acid composition and bioactive compounds content in cold pressed oils of sunflower grown in Serbia and Argentina. in Heliyon
Elsevier., 9(7), E18201.
https://doi.org/10.1016/j.heliyon.2023.e18201

Lužaić T, Kravić S, Stojanović Z, Grahovac N, Jocić S, Cvejić S, Pezo L, Romanić RS. Investigation of oxidative characteristics, fatty acid composition and bioactive compounds content in cold pressed oils of sunflower grown in Serbia and Argentina. in Heliyon. 2023;9(7):E18201.
doi:10.1016/j.heliyon.2023.e18201 .

Lužaić, Tanja, Kravić, Snežana, Stojanović, Zorica, Grahovac, Nada, Jocić, Siniša, Cvejić, Sandra, Pezo, Lato, Romanić, Ranko S., "Investigation of oxidative characteristics, fatty acid composition and bioactive compounds content in cold pressed oils of sunflower grown in Serbia and Argentina" in Heliyon, 9, no. 7 (2023):E18201,
https://doi.org/10.1016/j.heliyon.2023.e18201 . .

TY  - JOUR
AU  - Rajković, Dragana
AU  - Marjanović-Jeromela, Ana
AU  - Pezo, Lato
AU  - Lončar, Biljana
AU  - Grahovac, Nada
AU  - Kondić-Špika, Ankica
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3232
AB  - With the aid of models used in artificial intelligence, a wide range of data can be processed quickly with high accuracy. The quality of rapeseed oil from 40 genotypes cultivated during four consecutive years was analysed. Two machine learning techniques (artificial neural network – ANN, and random forest regression – RFR) were applied for the modelling of fatty acids content (C16:0; C18:0; C18:1; C18:2; C18:3 and C22:1), α-tocopherol, γ-tocopherol and total tocopherols, according to the data of production year and winter rapeseed genotype. The developed models exerted high-quality anticipation features, showing high r2 during the training cycle. The best fit between the modelled and measured traits for ANN model was observed for erucic acid content. RFR modelling for all fatty acids was more effective than ANN model, with the highest precision for palmitic, stearic, and oleic fatty acids (r2>0.9). This study emphasized the possibility of using ANN and RFR models to model winter rapeseed quality traits.
PB  - Elsevier
T2  - Journal of Food Composition and Analysis
T1  - Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed
SP  - 105020
VL  - 115
DO  - 10.1016/j.jfca.2022.105020
ER  - 

@article{
author = "Rajković, Dragana and Marjanović-Jeromela, Ana and Pezo, Lato and Lončar, Biljana and Grahovac, Nada and Kondić-Špika, Ankica",
year = "2023",
abstract = "With the aid of models used in artificial intelligence, a wide range of data can be processed quickly with high accuracy. The quality of rapeseed oil from 40 genotypes cultivated during four consecutive years was analysed. Two machine learning techniques (artificial neural network – ANN, and random forest regression – RFR) were applied for the modelling of fatty acids content (C16:0; C18:0; C18:1; C18:2; C18:3 and C22:1), α-tocopherol, γ-tocopherol and total tocopherols, according to the data of production year and winter rapeseed genotype. The developed models exerted high-quality anticipation features, showing high r2 during the training cycle. The best fit between the modelled and measured traits for ANN model was observed for erucic acid content. RFR modelling for all fatty acids was more effective than ANN model, with the highest precision for palmitic, stearic, and oleic fatty acids (r2>0.9). This study emphasized the possibility of using ANN and RFR models to model winter rapeseed quality traits.",
publisher = "Elsevier",
journal = "Journal of Food Composition and Analysis",
title = "Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed",
pages = "105020",
volume = "115",
doi = "10.1016/j.jfca.2022.105020"
}

Rajković, D., Marjanović-Jeromela, A., Pezo, L., Lončar, B., Grahovac, N.,& Kondić-Špika, A.. (2023). Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed. in Journal of Food Composition and Analysis
Elsevier., 115, 105020.
https://doi.org/10.1016/j.jfca.2022.105020

Rajković D, Marjanović-Jeromela A, Pezo L, Lončar B, Grahovac N, Kondić-Špika A. Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed. in Journal of Food Composition and Analysis. 2023;115:105020.
doi:10.1016/j.jfca.2022.105020 .

Rajković, Dragana, Marjanović-Jeromela, Ana, Pezo, Lato, Lončar, Biljana, Grahovac, Nada, Kondić-Špika, Ankica, "Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed" in Journal of Food Composition and Analysis, 115 (2023):105020,
https://doi.org/10.1016/j.jfca.2022.105020 . .

TY  - JOUR
AU  - Rajković, Dragana
AU  - Marjanović-Jeromela, Ana
AU  - Pezo, Lato
AU  - Lončar, Biljana
AU  - Grahovac, Nada
AU  - Kondić-Špika, Ankica
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3233
AB  - With the aid of models used in artificial intelligence, a wide range of data can be processed quickly with high accuracy. The quality of rapeseed oil from 40 genotypes cultivated during four consecutive years was analysed. Two machine learning techniques (artificial neural network – ANN, and random forest regression – RFR) were applied for the modelling of fatty acids content (C16:0; C18:0; C18:1; C18:2; C18:3 and C22:1), α-tocopherol, γ-tocopherol and total tocopherols, according to the data of production year and winter rapeseed genotype. The developed models exerted high-quality anticipation features, showing high r2 during the training cycle. The best fit between the modelled and measured traits for ANN model was observed for erucic acid content. RFR modelling for all fatty acids was more effective than ANN model, with the highest precision for palmitic, stearic, and oleic fatty acids (r2>0.9). This study emphasized the possibility of using ANN and RFR models to model winter rapeseed quality traits.
PB  - Elsevier
T2  - Journal of Food Composition and Analysis
T1  - Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed
SP  - 105020
VL  - 115
DO  - 10.1016/j.jfca.2022.105020
ER  - 

@article{
author = "Rajković, Dragana and Marjanović-Jeromela, Ana and Pezo, Lato and Lončar, Biljana and Grahovac, Nada and Kondić-Špika, Ankica",
year = "2023",
abstract = "With the aid of models used in artificial intelligence, a wide range of data can be processed quickly with high accuracy. The quality of rapeseed oil from 40 genotypes cultivated during four consecutive years was analysed. Two machine learning techniques (artificial neural network – ANN, and random forest regression – RFR) were applied for the modelling of fatty acids content (C16:0; C18:0; C18:1; C18:2; C18:3 and C22:1), α-tocopherol, γ-tocopherol and total tocopherols, according to the data of production year and winter rapeseed genotype. The developed models exerted high-quality anticipation features, showing high r2 during the training cycle. The best fit between the modelled and measured traits for ANN model was observed for erucic acid content. RFR modelling for all fatty acids was more effective than ANN model, with the highest precision for palmitic, stearic, and oleic fatty acids (r2>0.9). This study emphasized the possibility of using ANN and RFR models to model winter rapeseed quality traits.",
publisher = "Elsevier",
journal = "Journal of Food Composition and Analysis",
title = "Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed",
pages = "105020",
volume = "115",
doi = "10.1016/j.jfca.2022.105020"
}

Rajković, D., Marjanović-Jeromela, A., Pezo, L., Lončar, B., Grahovac, N.,& Kondić-Špika, A.. (2023). Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed. in Journal of Food Composition and Analysis
Elsevier., 115, 105020.
https://doi.org/10.1016/j.jfca.2022.105020

Rajković D, Marjanović-Jeromela A, Pezo L, Lončar B, Grahovac N, Kondić-Špika A. Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed. in Journal of Food Composition and Analysis. 2023;115:105020.
doi:10.1016/j.jfca.2022.105020 .

Rajković, Dragana, Marjanović-Jeromela, Ana, Pezo, Lato, Lončar, Biljana, Grahovac, Nada, Kondić-Špika, Ankica, "Artificial neural network and random forest regression models for modelling fatty acid and tocopherol content in oil of winter rapeseed" in Journal of Food Composition and Analysis, 115 (2023):105020,
https://doi.org/10.1016/j.jfca.2022.105020 . .

TY  - JOUR
AU  - Lončar, Biljana
AU  - Aćimović, Milica
AU  - Pezo, Lato
AU  - Sikora, Vladimir
AU  - Zeremski, Tijana
AU  - Knežević, Violeta
AU  - Cvetković, Biljana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3083
AB  - Two major cannabinoids are present in Cannabis plants. The first one is a psychoactive cannabinoid substance (-)-trans-Δ9-tetrahydrocannabinol, well-known as THC, based on which medicinal cannabis is categorized as a prohibited narcotic. The other one is cannabidiol (CBD), presented specifically in hemp. CBD is familiar as a pharmacologically active substance, and its application is becoming increasingly important in medicine. Many studies testify to osmotic treatment’s success in removing water from different plant and other materials. Sugar beet molasses has proven to be an efficient osmotic solution in water removal, nutritional enrichment, food safety and quality aspects. The use of a mild temperature regime to preserve plant tissue and nutritional values is one of this process’s advantages. This work is concerned with determining the effect of the drying temperature on CBD and THC content after the osmotic treatment (OT) compared to the natural drying at ambient temperature.
PB  - Skopje : Consulting and Training Center KEY
T2  - Journal of Hygienic Engineering and Design (JHED)
T1  - The effect of osmotic treatment on cannabidiol (CBD) and tetrahydrocannabinol (THC) content in industrial hemp
EP  - 229
SP  - 225
VL  - 38
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3083
ER  - 

@article{
author = "Lončar, Biljana and Aćimović, Milica and Pezo, Lato and Sikora, Vladimir and Zeremski, Tijana and Knežević, Violeta and Cvetković, Biljana",
year = "2022",
abstract = "Two major cannabinoids are present in Cannabis plants. The first one is a psychoactive cannabinoid substance (-)-trans-Δ9-tetrahydrocannabinol, well-known as THC, based on which medicinal cannabis is categorized as a prohibited narcotic. The other one is cannabidiol (CBD), presented specifically in hemp. CBD is familiar as a pharmacologically active substance, and its application is becoming increasingly important in medicine. Many studies testify to osmotic treatment’s success in removing water from different plant and other materials. Sugar beet molasses has proven to be an efficient osmotic solution in water removal, nutritional enrichment, food safety and quality aspects. The use of a mild temperature regime to preserve plant tissue and nutritional values is one of this process’s advantages. This work is concerned with determining the effect of the drying temperature on CBD and THC content after the osmotic treatment (OT) compared to the natural drying at ambient temperature.",
publisher = "Skopje : Consulting and Training Center KEY",
journal = "Journal of Hygienic Engineering and Design (JHED)",
title = "The effect of osmotic treatment on cannabidiol (CBD) and tetrahydrocannabinol (THC) content in industrial hemp",
pages = "229-225",
volume = "38",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3083"
}

Lončar, B., Aćimović, M., Pezo, L., Sikora, V., Zeremski, T., Knežević, V.,& Cvetković, B.. (2022). The effect of osmotic treatment on cannabidiol (CBD) and tetrahydrocannabinol (THC) content in industrial hemp. in Journal of Hygienic Engineering and Design (JHED)
Skopje : Consulting and Training Center KEY., 38, 225-229.
https://hdl.handle.net/21.15107/rcub_fiver_3083

Lončar B, Aćimović M, Pezo L, Sikora V, Zeremski T, Knežević V, Cvetković B. The effect of osmotic treatment on cannabidiol (CBD) and tetrahydrocannabinol (THC) content in industrial hemp. in Journal of Hygienic Engineering and Design (JHED). 2022;38:225-229.
https://hdl.handle.net/21.15107/rcub_fiver_3083 .

Lončar, Biljana, Aćimović, Milica, Pezo, Lato, Sikora, Vladimir, Zeremski, Tijana, Knežević, Violeta, Cvetković, Biljana, "The effect of osmotic treatment on cannabidiol (CBD) and tetrahydrocannabinol (THC) content in industrial hemp" in Journal of Hygienic Engineering and Design (JHED), 38 (2022):225-229,
https://hdl.handle.net/21.15107/rcub_fiver_3083 .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Šeregelj, Vanja
AU  - Simić, Katarina
AU  - Varga, Ana
AU  - Pezo, Lato
AU  - Vulić, Jelena
AU  - Čabarkapa, Ivana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3174
AB  - Essential  oil  (EO)  obtained  by  hydrodistillation  in  a  Clevenger-type  apparatus  from  aerial  parts  of  Nepeta cataria  L.  var.  citriodora (Becker), cultivated in Serbia was subjected to gas chromatography-mass spectroscopy (GC-MS) to determine the composition. Furthermore, N. cataria var. citriodora essential oil was tested to determine its antimicrobial, antioxidant, antihyperglycemic and anti-inflammatory activities in vitro. The antimicrobial activity was tested by broth microdilution method against 16 bacterial strains from American Type Culture Collection (ATCC). Four common tests for measuring in vitro antioxidant activity were used: 2, 2-diphenyl-1-picrylhydrazyl assay (DPPH), reducing power (RP), 2,2-azino-bis-3-ethylbenzo-thiazoline-6-sulfonic acid (ABTS) and β-carotene bleaching assay (BCB). Antihyperglycemic activity was examined by using α-glucosidase inhibitory potential (AHgA), while anti-inflammatory activity (AIA) was determined by protein denaturation bioassay, using egg albumin. In total, 36 compounds were isolated and detected by GC-MS technique in N. cataria var. citriodora EO. The EO is mainly comprised of oxygenated monoterpenes (93.1%), and the main compounds were two monoterpenoid alcohols, nerol (38.5%) and geraniol (24.9%), followed by two aliphatic aldehyde, geranial (14.6%) and neral (11.0%). Antimicrobial activity of this EO shows growth inhibition of all tested bacteria strains, and exhibited good antioxidant, antihyper-glycemic and anti-inflammatory activities. The EO obtained from N. cataria var. citriodora grown in Serbia shows valuable biological activity, indicating its potential for use as a supplement in everyday diet and as a natural preservative in food industry.
PB  - Lublin : University of Life Sciences
T2  - Acta Scientiarum Polonorum Hortorum Cultus
T1  - Chemical profile of Nepeta cataria L. var. Citriodora (Becker) essential oil and in vitro evaluation of biological activities
EP  - 74
IS  - 4
SP  - 67
VL  - 21
DO  - 10.24326/asphc.2022.4.7
ER  - 

@article{
author = "Aćimović, Milica and Šeregelj, Vanja and Simić, Katarina and Varga, Ana and Pezo, Lato and Vulić, Jelena and Čabarkapa, Ivana",
year = "2022",
abstract = "Essential  oil  (EO)  obtained  by  hydrodistillation  in  a  Clevenger-type  apparatus  from  aerial  parts  of  Nepeta cataria  L.  var.  citriodora (Becker), cultivated in Serbia was subjected to gas chromatography-mass spectroscopy (GC-MS) to determine the composition. Furthermore, N. cataria var. citriodora essential oil was tested to determine its antimicrobial, antioxidant, antihyperglycemic and anti-inflammatory activities in vitro. The antimicrobial activity was tested by broth microdilution method against 16 bacterial strains from American Type Culture Collection (ATCC). Four common tests for measuring in vitro antioxidant activity were used: 2, 2-diphenyl-1-picrylhydrazyl assay (DPPH), reducing power (RP), 2,2-azino-bis-3-ethylbenzo-thiazoline-6-sulfonic acid (ABTS) and β-carotene bleaching assay (BCB). Antihyperglycemic activity was examined by using α-glucosidase inhibitory potential (AHgA), while anti-inflammatory activity (AIA) was determined by protein denaturation bioassay, using egg albumin. In total, 36 compounds were isolated and detected by GC-MS technique in N. cataria var. citriodora EO. The EO is mainly comprised of oxygenated monoterpenes (93.1%), and the main compounds were two monoterpenoid alcohols, nerol (38.5%) and geraniol (24.9%), followed by two aliphatic aldehyde, geranial (14.6%) and neral (11.0%). Antimicrobial activity of this EO shows growth inhibition of all tested bacteria strains, and exhibited good antioxidant, antihyper-glycemic and anti-inflammatory activities. The EO obtained from N. cataria var. citriodora grown in Serbia shows valuable biological activity, indicating its potential for use as a supplement in everyday diet and as a natural preservative in food industry.",
publisher = "Lublin : University of Life Sciences",
journal = "Acta Scientiarum Polonorum Hortorum Cultus",
title = "Chemical profile of Nepeta cataria L. var. Citriodora (Becker) essential oil and in vitro evaluation of biological activities",
pages = "74-67",
number = "4",
volume = "21",
doi = "10.24326/asphc.2022.4.7"
}

Aćimović, M., Šeregelj, V., Simić, K., Varga, A., Pezo, L., Vulić, J.,& Čabarkapa, I.. (2022). Chemical profile of Nepeta cataria L. var. Citriodora (Becker) essential oil and in vitro evaluation of biological activities. in Acta Scientiarum Polonorum Hortorum Cultus
Lublin : University of Life Sciences., 21(4), 67-74.
https://doi.org/10.24326/asphc.2022.4.7

Aćimović M, Šeregelj V, Simić K, Varga A, Pezo L, Vulić J, Čabarkapa I. Chemical profile of Nepeta cataria L. var. Citriodora (Becker) essential oil and in vitro evaluation of biological activities. in Acta Scientiarum Polonorum Hortorum Cultus. 2022;21(4):67-74.
doi:10.24326/asphc.2022.4.7 .

Aćimović, Milica, Šeregelj, Vanja, Simić, Katarina, Varga, Ana, Pezo, Lato, Vulić, Jelena, Čabarkapa, Ivana, "Chemical profile of Nepeta cataria L. var. Citriodora (Becker) essential oil and in vitro evaluation of biological activities" in Acta Scientiarum Polonorum Hortorum Cultus, 21, no. 4 (2022):67-74,
https://doi.org/10.24326/asphc.2022.4.7 . .

TY  - JOUR
AU  - Pezo, Lato
AU  - Lončar, Biljana
AU  - Šovljanski, Olja
AU  - Tomić, Ana
AU  - Travičić, Vanja
AU  - Pezo, Milada
AU  - Aćimović, Milica
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3237
AB  - Predicting yield is essential for producers, stakeholders and international interchange demand. The majority of the divergence in yield and essential oil content is associated with environmental aspects, including weather conditions, soil variety and cultivation techniques. Therefore, aniseed production was examined in this study. The categorical input variables for artificial neural network modelling were growing year (two successive growing years), growing locality (three different locations in Vojvodina Province, Serbia) and fertilization type (six different treatments). The output variables were morphological and quality parameters, with agricultural importance such as plant height, umbel diameter, number of umbels, number of seeds per umbel, 1000-seed weight, seed yield per plant, plant weight, harvest index, yield per ha, essential oil (EO) yield, germination energy, total germination, EO content, as well as the share of EOs compounds, including limonene, cis-dihydro carvone, methyl chavicol, carvone, cis-anethole, trans-anethole, β-elemene, α-himachalene, trans-βfarnesene, γ-himachalene, trans-muurola-4(14),5-diene, α-zingiberene, β-himachalene, β-bisabolene, trans-pseudoisoeugenyl 2-methylbutyrate and epoxy-pseudoisoeugenyl 2-methylbutyrate. The ANN model predicted agricultural parameters accurately, showing r2 values between 0.555 and 0.918, while r2 values for the forecasting of essential oil content were between 0.379 and 0.908. According to global sensitivity analysis, the fertilization type was a more influential variable to agricultural parameters, while the location site was more influential to essential oils content.
PB  - Basel : MDPI
T2  - Life (Basel)
T1  - Agricultural parameters and essential oil content composition prediction of aniseed, based on growing year, locality and fertilization type - an artificial neural network approach
IS  - 11
SP  - 1722
VL  - 12
DO  - 10.3390/life12111722
ER  - 

@article{
author = "Pezo, Lato and Lončar, Biljana and Šovljanski, Olja and Tomić, Ana and Travičić, Vanja and Pezo, Milada and Aćimović, Milica",
year = "2022",
abstract = "Predicting yield is essential for producers, stakeholders and international interchange demand. The majority of the divergence in yield and essential oil content is associated with environmental aspects, including weather conditions, soil variety and cultivation techniques. Therefore, aniseed production was examined in this study. The categorical input variables for artificial neural network modelling were growing year (two successive growing years), growing locality (three different locations in Vojvodina Province, Serbia) and fertilization type (six different treatments). The output variables were morphological and quality parameters, with agricultural importance such as plant height, umbel diameter, number of umbels, number of seeds per umbel, 1000-seed weight, seed yield per plant, plant weight, harvest index, yield per ha, essential oil (EO) yield, germination energy, total germination, EO content, as well as the share of EOs compounds, including limonene, cis-dihydro carvone, methyl chavicol, carvone, cis-anethole, trans-anethole, β-elemene, α-himachalene, trans-βfarnesene, γ-himachalene, trans-muurola-4(14),5-diene, α-zingiberene, β-himachalene, β-bisabolene, trans-pseudoisoeugenyl 2-methylbutyrate and epoxy-pseudoisoeugenyl 2-methylbutyrate. The ANN model predicted agricultural parameters accurately, showing r2 values between 0.555 and 0.918, while r2 values for the forecasting of essential oil content were between 0.379 and 0.908. According to global sensitivity analysis, the fertilization type was a more influential variable to agricultural parameters, while the location site was more influential to essential oils content.",
publisher = "Basel : MDPI",
journal = "Life (Basel)",
title = "Agricultural parameters and essential oil content composition prediction of aniseed, based on growing year, locality and fertilization type - an artificial neural network approach",
number = "11",
pages = "1722",
volume = "12",
doi = "10.3390/life12111722"
}

Pezo, L., Lončar, B., Šovljanski, O., Tomić, A., Travičić, V., Pezo, M.,& Aćimović, M.. (2022). Agricultural parameters and essential oil content composition prediction of aniseed, based on growing year, locality and fertilization type - an artificial neural network approach. in Life (Basel)
Basel : MDPI., 12(11), 1722.
https://doi.org/10.3390/life12111722

Pezo L, Lončar B, Šovljanski O, Tomić A, Travičić V, Pezo M, Aćimović M. Agricultural parameters and essential oil content composition prediction of aniseed, based on growing year, locality and fertilization type - an artificial neural network approach. in Life (Basel). 2022;12(11):1722.
doi:10.3390/life12111722 .

Pezo, Lato, Lončar, Biljana, Šovljanski, Olja, Tomić, Ana, Travičić, Vanja, Pezo, Milada, Aćimović, Milica, "Agricultural parameters and essential oil content composition prediction of aniseed, based on growing year, locality and fertilization type - an artificial neural network approach" in Life (Basel), 12, no. 11 (2022):1722,
https://doi.org/10.3390/life12111722 . .

TY  - CHAP
AU  - Aćimović, Milica
AU  - Marjanović-Jeromela, Ana
AU  - Pezo, Lato
AU  - Kiprovski, Biljana
AU  - Jaćimović, Simona
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3271
AB  - This book describes the origin, cultivation, botanical characteristics, phytochemical composition, and biological properties of Coriandrum sativum, also known as coriander. The book also discusses management strategies to prevent various diseases by using this herb. Chapter One emphasizes coriander’s nutritional and functional properties. Chapter Two covers the traditional medicinal properties of coriander and argues for its potential for improving quality of life, especially related to aging and lifestyle-associated illnesses. Chapter Three describes the pharmacological activities of all parts of the plant and its use as a functional food and nutraceutical. Chapter Four summarizes the cultivation and processing of coriander and provides further details on its medicinal properties. Chapter Five discusses coriander’s role in the food industry as a flavoring agent and preservative, among other applications. Chapter Six assesses coriander’s effectiveness as a medicinal agent. Lastly, Chapter Seven gives an overview of the origin, taxonomic status, distribution, botanical description, and cultivation of coriander, as well as the diseases that affect it.
PB  - New York : Nova Science Publishers
T2  - Coriandrum sativum: Origin, Uses and Nutrition
T1  - Chemical composition, nutritive and nutraceutical potential of coriander.
EP  - 53
SP  - 29
DO  - https://doi.org/10.52305/TXFR4149
ER  - 

@inbook{
author = "Aćimović, Milica and Marjanović-Jeromela, Ana and Pezo, Lato and Kiprovski, Biljana and Jaćimović, Simona",
year = "2022",
abstract = "This book describes the origin, cultivation, botanical characteristics, phytochemical composition, and biological properties of Coriandrum sativum, also known as coriander. The book also discusses management strategies to prevent various diseases by using this herb. Chapter One emphasizes coriander’s nutritional and functional properties. Chapter Two covers the traditional medicinal properties of coriander and argues for its potential for improving quality of life, especially related to aging and lifestyle-associated illnesses. Chapter Three describes the pharmacological activities of all parts of the plant and its use as a functional food and nutraceutical. Chapter Four summarizes the cultivation and processing of coriander and provides further details on its medicinal properties. Chapter Five discusses coriander’s role in the food industry as a flavoring agent and preservative, among other applications. Chapter Six assesses coriander’s effectiveness as a medicinal agent. Lastly, Chapter Seven gives an overview of the origin, taxonomic status, distribution, botanical description, and cultivation of coriander, as well as the diseases that affect it.",
publisher = "New York : Nova Science Publishers",
journal = "Coriandrum sativum: Origin, Uses and Nutrition",
booktitle = "Chemical composition, nutritive and nutraceutical potential of coriander.",
pages = "53-29",
doi = "https://doi.org/10.52305/TXFR4149"
}

Aćimović, M., Marjanović-Jeromela, A., Pezo, L., Kiprovski, B.,& Jaćimović, S.. (2022). Chemical composition, nutritive and nutraceutical potential of coriander.. in Coriandrum sativum: Origin, Uses and Nutrition
New York : Nova Science Publishers., 29-53.
https://doi.org/https://doi.org/10.52305/TXFR4149

Aćimović M, Marjanović-Jeromela A, Pezo L, Kiprovski B, Jaćimović S. Chemical composition, nutritive and nutraceutical potential of coriander.. in Coriandrum sativum: Origin, Uses and Nutrition. 2022;:29-53.
doi:https://doi.org/10.52305/TXFR4149 .

Aćimović, Milica, Marjanović-Jeromela, Ana, Pezo, Lato, Kiprovski, Biljana, Jaćimović, Simona, "Chemical composition, nutritive and nutraceutical potential of coriander." in Coriandrum sativum: Origin, Uses and Nutrition (2022):29-53,
https://doi.org/https://doi.org/10.52305/TXFR4149 . .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Zeremski, Tijana
AU  - Šovljanski, Olja
AU  - Lončar, Biljana
AU  - Pezo, Lato
AU  - Zheljazkov, Valtcho
AU  - Pezo, Milada
AU  - Šuput, Danijela
AU  - Kurunci, Zoltan
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3292
AB  - Our previous research has proven that the immortelle (Helichrysum italicum) essential oil (EO) grown in Serbia possesses respectable biological potential and desirable composition of volatile compounds with the potential for a wide range of applications in the food, cosmetics, and pharmaceutical industries. Within this study, the impact of seasonal variations (temperature, precipitation, and insolation) during three successive years (2017, 2018, and 2019), on the volatile profile of γ-curcumene + ar-curcumene immortelle chemotype was determined. Steam distillation was utilized to extract EO from the plant material, followed by chromatographic mass spectrometric analysis revealing 50 volatile compounds. A multiple linear regression model was developed, and principal component analyses were conducted to deliver detailed information regarding the prediction, component profile, and parallel contents of active compounds of the immortelle EO. Under Serbian agro-ecological conditions, with appropriate harvest method, immortelle can achieve two harvests per year: the first in July, and the second in August. The γ-curcumene + ar-curcumene chemotype usually occurs as the dominant chemotype in the region of the ex-Yugoslavia countries. This chemotype probably developed as an adaptation to climatic conditions, and spring and summer precipitation positively influenced curcumene accumulation in plants. Such a phenomenon was especially noticeable in the first harvest.
PB  - Basel : MDPI
T2  - Horticulturae
T1  - Seasonal variations in essential oil composition of immortelle cultivated in Serbia
IS  - 12
SP  - 1183
VL  - 8
DO  - 10.3390/horticulturae8121183
ER  - 

@article{
author = "Aćimović, Milica and Zeremski, Tijana and Šovljanski, Olja and Lončar, Biljana and Pezo, Lato and Zheljazkov, Valtcho and Pezo, Milada and Šuput, Danijela and Kurunci, Zoltan",
year = "2022",
abstract = "Our previous research has proven that the immortelle (Helichrysum italicum) essential oil (EO) grown in Serbia possesses respectable biological potential and desirable composition of volatile compounds with the potential for a wide range of applications in the food, cosmetics, and pharmaceutical industries. Within this study, the impact of seasonal variations (temperature, precipitation, and insolation) during three successive years (2017, 2018, and 2019), on the volatile profile of γ-curcumene + ar-curcumene immortelle chemotype was determined. Steam distillation was utilized to extract EO from the plant material, followed by chromatographic mass spectrometric analysis revealing 50 volatile compounds. A multiple linear regression model was developed, and principal component analyses were conducted to deliver detailed information regarding the prediction, component profile, and parallel contents of active compounds of the immortelle EO. Under Serbian agro-ecological conditions, with appropriate harvest method, immortelle can achieve two harvests per year: the first in July, and the second in August. The γ-curcumene + ar-curcumene chemotype usually occurs as the dominant chemotype in the region of the ex-Yugoslavia countries. This chemotype probably developed as an adaptation to climatic conditions, and spring and summer precipitation positively influenced curcumene accumulation in plants. Such a phenomenon was especially noticeable in the first harvest.",
publisher = "Basel : MDPI",
journal = "Horticulturae",
title = "Seasonal variations in essential oil composition of immortelle cultivated in Serbia",
number = "12",
pages = "1183",
volume = "8",
doi = "10.3390/horticulturae8121183"
}

Aćimović, M., Zeremski, T., Šovljanski, O., Lončar, B., Pezo, L., Zheljazkov, V., Pezo, M., Šuput, D.,& Kurunci, Z.. (2022). Seasonal variations in essential oil composition of immortelle cultivated in Serbia. in Horticulturae
Basel : MDPI., 8(12), 1183.
https://doi.org/10.3390/horticulturae8121183

Aćimović M, Zeremski T, Šovljanski O, Lončar B, Pezo L, Zheljazkov V, Pezo M, Šuput D, Kurunci Z. Seasonal variations in essential oil composition of immortelle cultivated in Serbia. in Horticulturae. 2022;8(12):1183.
doi:10.3390/horticulturae8121183 .

Aćimović, Milica, Zeremski, Tijana, Šovljanski, Olja, Lončar, Biljana, Pezo, Lato, Zheljazkov, Valtcho, Pezo, Milada, Šuput, Danijela, Kurunci, Zoltan, "Seasonal variations in essential oil composition of immortelle cultivated in Serbia" in Horticulturae, 8, no. 12 (2022):1183,
https://doi.org/10.3390/horticulturae8121183 . .

TY  - CONF
AU  - Romanić, Ranko
AU  - Lužaić, Tanja
AU  - Grahovac, Nada
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Hladni, Nada
AU  - Pezo, Lato
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3260
AB  - Sunflower breeders aims to create highly productive hybrids with increased protein content for human and 
poultry consumption, to create highly productive hybrids with high oil content, hybrids tolerant to dominant 
diseases and pests, highly productive hybrids with altered oil quality, highly productive hybrids resistant to 
certain herbicide groups, etc. In this paper, the characterization of the latest sunflower oily hybrids grown on the 
territory of Serbia and Argentina and the latest confectionery sunflower hybrids grown in Serbia are performed. 
Seed characterization included examination of seed moisture and oil content, seed dimensions (length, width, 
thickness), geometric characteristics (equivalent diameter, surface area, seed volume, sphericity), gravimetric 
characteristics (true density, bulk density, porosity), general characteristics (hull content, thousand seeds mass), 
firmness and color characteristics. Hierarchical cluster analysis (HCA) was applied to the obtained results in 
order to determine the differences between the samples. Obtained dendrogram shows two clusters a and b, clear 
grouping of samples into confectionary and oily hybrids. Within cluster b, two subclusters are observed. 
Subcluster I includes oil hybrids grown in Argentina while subcluster II includes oil hybrids grown in Serbia. 
Observing the groups obtained by HCA it was noticed that the greatest similarity was found among oil hybrids 
grown in Serbia, while the greatest difference was found among confectionery hybrids. Diversity among oily 
hybrids grown in Serbia obtained by HCA, expressed as the Manhattan distance value, ranged from 3.2 to 9.6. 
Confectionery hybrids mutually differed significantly, Manhattan distance values ranged from 6.2 to 22.6
PB  - Szeged : University of Szeged, Faculty of Engineering
C3  - Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged
T1  - Differences determination between seed characteristics of new sunflower hybrid using hierarchical cluster analysis
EP  - 90
SP  - 90
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3260
ER  - 

@conference{
author = "Romanić, Ranko and Lužaić, Tanja and Grahovac, Nada and Cvejić, Sandra and Jocić, Siniša and Hladni, Nada and Pezo, Lato",
year = "2022",
abstract = "Sunflower breeders aims to create highly productive hybrids with increased protein content for human and 
poultry consumption, to create highly productive hybrids with high oil content, hybrids tolerant to dominant 
diseases and pests, highly productive hybrids with altered oil quality, highly productive hybrids resistant to 
certain herbicide groups, etc. In this paper, the characterization of the latest sunflower oily hybrids grown on the 
territory of Serbia and Argentina and the latest confectionery sunflower hybrids grown in Serbia are performed. 
Seed characterization included examination of seed moisture and oil content, seed dimensions (length, width, 
thickness), geometric characteristics (equivalent diameter, surface area, seed volume, sphericity), gravimetric 
characteristics (true density, bulk density, porosity), general characteristics (hull content, thousand seeds mass), 
firmness and color characteristics. Hierarchical cluster analysis (HCA) was applied to the obtained results in 
order to determine the differences between the samples. Obtained dendrogram shows two clusters a and b, clear 
grouping of samples into confectionary and oily hybrids. Within cluster b, two subclusters are observed. 
Subcluster I includes oil hybrids grown in Argentina while subcluster II includes oil hybrids grown in Serbia. 
Observing the groups obtained by HCA it was noticed that the greatest similarity was found among oil hybrids 
grown in Serbia, while the greatest difference was found among confectionery hybrids. Diversity among oily 
hybrids grown in Serbia obtained by HCA, expressed as the Manhattan distance value, ranged from 3.2 to 9.6. 
Confectionery hybrids mutually differed significantly, Manhattan distance values ranged from 6.2 to 22.6",
publisher = "Szeged : University of Szeged, Faculty of Engineering",
journal = "Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged",
title = "Differences determination between seed characteristics of new sunflower hybrid using hierarchical cluster analysis",
pages = "90-90",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3260"
}

Romanić, R., Lužaić, T., Grahovac, N., Cvejić, S., Jocić, S., Hladni, N.,& Pezo, L.. (2022). Differences determination between seed characteristics of new sunflower hybrid using hierarchical cluster analysis. in Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged
Szeged : University of Szeged, Faculty of Engineering., 90-90.
https://hdl.handle.net/21.15107/rcub_fiver_3260

Romanić R, Lužaić T, Grahovac N, Cvejić S, Jocić S, Hladni N, Pezo L. Differences determination between seed characteristics of new sunflower hybrid using hierarchical cluster analysis. in Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged. 2022;:90-90.
https://hdl.handle.net/21.15107/rcub_fiver_3260 .

Romanić, Ranko, Lužaić, Tanja, Grahovac, Nada, Cvejić, Sandra, Jocić, Siniša, Hladni, Nada, Pezo, Lato, "Differences determination between seed characteristics of new sunflower hybrid using hierarchical cluster analysis" in Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged (2022):90-90,
https://hdl.handle.net/21.15107/rcub_fiver_3260 .

TY  - CONF
AU  - Lužaić, Tanja
AU  - Romanić, Ranko
AU  - Pezo, Lato
AU  - Grahovac, Nada
AU  - Hladni, Nada
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3259
AB  - Mechanical extraction is one of the oldest oil extraction methods. The advantages of mechanical extraction of oil 
in relation to chemical are better oil quality and greater possibility of using pressing cake compared to meal 
containing traces of solvent. Critical parameters in the cold pressed oil production are the raw (pressing) material 
characteristics (type, hull content, oil and moisture content), feeding the press with pressing material, 
temperature, expeller screws speed rotation, nozzles diameter, pre-treatment of pressing material. Since 
sunflower oil belongs to the group of the most represented edible vegetable oils in the world, as in Serbia, this 
paper aims to investigate the newest sunflower hybrids. The aim of this study was to examine the influence of 
sunflower seed characteristics on pressing capacity, oil yield and pressing parameters using global sensitivity 
analysis. The mentioned analysis was preceded by the application of artificial neural networks, which was used 
to predict the capacity, oil yield and pressing parameters based on the obtained characteristics of the seed. It was 
determined that the oil and seed yield had the greatest positive impact on the seeds oil content (24.43 and 
26.85%, respectively), as well as the mass of pressing materials (10.04 and 11.64%). The biggest negative 
impact on these two output parameters had the cake oil content (-16.65 and -14.31%). The obtained result 
indicates that the seeds mass has a decisive influence on the seeds flow through the press, and confectionary 
sunflower hybrids with a significantly higher 1000 seeds mass, compared to oily hybrids, had a significantly 
lower seed flow. Also, the global sensitivity analysis confirmed that sunflower seeds with higher dimensions and 
seeds mass reached higher oil temperature during pressing.
PB  - Szeged : University of Szeged, Faculty of Engineering
C3  - Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged
T1  - Influence of sunflower seed characteristics on pressing parameters using a global sensitivity analysis
EP  - 89
SP  - 89
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3259
ER  - 

@conference{
author = "Lužaić, Tanja and Romanić, Ranko and Pezo, Lato and Grahovac, Nada and Hladni, Nada and Cvejić, Sandra and Jocić, Siniša",
year = "2022",
abstract = "Mechanical extraction is one of the oldest oil extraction methods. The advantages of mechanical extraction of oil 
in relation to chemical are better oil quality and greater possibility of using pressing cake compared to meal 
containing traces of solvent. Critical parameters in the cold pressed oil production are the raw (pressing) material 
characteristics (type, hull content, oil and moisture content), feeding the press with pressing material, 
temperature, expeller screws speed rotation, nozzles diameter, pre-treatment of pressing material. Since 
sunflower oil belongs to the group of the most represented edible vegetable oils in the world, as in Serbia, this 
paper aims to investigate the newest sunflower hybrids. The aim of this study was to examine the influence of 
sunflower seed characteristics on pressing capacity, oil yield and pressing parameters using global sensitivity 
analysis. The mentioned analysis was preceded by the application of artificial neural networks, which was used 
to predict the capacity, oil yield and pressing parameters based on the obtained characteristics of the seed. It was 
determined that the oil and seed yield had the greatest positive impact on the seeds oil content (24.43 and 
26.85%, respectively), as well as the mass of pressing materials (10.04 and 11.64%). The biggest negative 
impact on these two output parameters had the cake oil content (-16.65 and -14.31%). The obtained result 
indicates that the seeds mass has a decisive influence on the seeds flow through the press, and confectionary 
sunflower hybrids with a significantly higher 1000 seeds mass, compared to oily hybrids, had a significantly 
lower seed flow. Also, the global sensitivity analysis confirmed that sunflower seeds with higher dimensions and 
seeds mass reached higher oil temperature during pressing.",
publisher = "Szeged : University of Szeged, Faculty of Engineering",
journal = "Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged",
title = "Influence of sunflower seed characteristics on pressing parameters using a global sensitivity analysis",
pages = "89-89",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3259"
}

Lužaić, T., Romanić, R., Pezo, L., Grahovac, N., Hladni, N., Cvejić, S.,& Jocić, S.. (2022). Influence of sunflower seed characteristics on pressing parameters using a global sensitivity analysis. in Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged
Szeged : University of Szeged, Faculty of Engineering., 89-89.
https://hdl.handle.net/21.15107/rcub_fiver_3259

Lužaić T, Romanić R, Pezo L, Grahovac N, Hladni N, Cvejić S, Jocić S. Influence of sunflower seed characteristics on pressing parameters using a global sensitivity analysis. in Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged. 2022;:89-89.
https://hdl.handle.net/21.15107/rcub_fiver_3259 .

Lužaić, Tanja, Romanić, Ranko, Pezo, Lato, Grahovac, Nada, Hladni, Nada, Cvejić, Sandra, Jocić, Siniša, "Influence of sunflower seed characteristics on pressing parameters using a global sensitivity analysis" in Book of Abstracts, International Conference on Science, Technology, Engineering And Economy ICOSTEE 2022, 24 March 2022, Szeged (2022):89-89,
https://hdl.handle.net/21.15107/rcub_fiver_3259 .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Pezo, Lato
AU  - Čabarkapa, Ivana
AU  - Trudić, Anika
AU  - Stanković Jeremić, Jovana
AU  - Varga, Ana
AU  - Lončar, Biljana
AU  - Šovljanski, Olja
AU  - Tešević, Vele
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3172
AB  - This study aimed to investigate the chemical composition of steam distillate essential oil and corresponding hydrolate obtained from S. officinalis grown in Serbia, as well as the influence of weather conditions (temperature and precipitations) on their chemical profiles. Furthermore, their antimicrobial activity was investigated in vitro. The main compounds in essential oil were cis-thujone, followed by camphor, trans-thujone, and 1,8-cineole, while hydrolate was slightly different from the essential oil, with camphor, cis-thujone, and 1,8-cineole as the main compounds. Among the eight respiratory-associated microorganisms, Klebsiella oxytoca was the most sensitive to the tested EOs (minimum inhibitory concentration (MIC)/minimal bactericidal/fungicidal concentration (MBC/MFC) were 14.20 and 28.4 μL mL−1, respectively). MIC and MBC values of other tested bacteria ranged between 28.40 and 227.25 μL mL−1 while for Candida albicans MIC/MFC ranged from 28.40/56.81 to 56.81–113.63 μL mL−1. Antibiotic susceptibility patterns for the analyzed eight respiratory-associated microorganisms showed an intermediate level of resistance to commonly used antibiotics such as ampicillin, levofloxacin, and ciprofloxacin. As a preliminary approach to the antimicrobial profiling of the tested EO, the obtained results revealed that the tested samples possess remarkable antibacterial activities and could be used to develop pharmaceutical formulations as an alternative to conventional antibiotic therapy.
PB  - Basel : MDPI
T2  - Processes
T1  - Variation of Salvia officinalis L. essential oil and hydrolate composition and their antimicrobial activity
IS  - 8
SP  - 1608
VL  - 10
DO  - 10.3390/pr10081608
ER  - 

@article{
author = "Aćimović, Milica and Pezo, Lato and Čabarkapa, Ivana and Trudić, Anika and Stanković Jeremić, Jovana and Varga, Ana and Lončar, Biljana and Šovljanski, Olja and Tešević, Vele",
year = "2022",
abstract = "This study aimed to investigate the chemical composition of steam distillate essential oil and corresponding hydrolate obtained from S. officinalis grown in Serbia, as well as the influence of weather conditions (temperature and precipitations) on their chemical profiles. Furthermore, their antimicrobial activity was investigated in vitro. The main compounds in essential oil were cis-thujone, followed by camphor, trans-thujone, and 1,8-cineole, while hydrolate was slightly different from the essential oil, with camphor, cis-thujone, and 1,8-cineole as the main compounds. Among the eight respiratory-associated microorganisms, Klebsiella oxytoca was the most sensitive to the tested EOs (minimum inhibitory concentration (MIC)/minimal bactericidal/fungicidal concentration (MBC/MFC) were 14.20 and 28.4 μL mL−1, respectively). MIC and MBC values of other tested bacteria ranged between 28.40 and 227.25 μL mL−1 while for Candida albicans MIC/MFC ranged from 28.40/56.81 to 56.81–113.63 μL mL−1. Antibiotic susceptibility patterns for the analyzed eight respiratory-associated microorganisms showed an intermediate level of resistance to commonly used antibiotics such as ampicillin, levofloxacin, and ciprofloxacin. As a preliminary approach to the antimicrobial profiling of the tested EO, the obtained results revealed that the tested samples possess remarkable antibacterial activities and could be used to develop pharmaceutical formulations as an alternative to conventional antibiotic therapy.",
publisher = "Basel : MDPI",
journal = "Processes",
title = "Variation of Salvia officinalis L. essential oil and hydrolate composition and their antimicrobial activity",
number = "8",
pages = "1608",
volume = "10",
doi = "10.3390/pr10081608"
}

Aćimović, M., Pezo, L., Čabarkapa, I., Trudić, A., Stanković Jeremić, J., Varga, A., Lončar, B., Šovljanski, O.,& Tešević, V.. (2022). Variation of Salvia officinalis L. essential oil and hydrolate composition and their antimicrobial activity. in Processes
Basel : MDPI., 10(8), 1608.
https://doi.org/10.3390/pr10081608

Aćimović M, Pezo L, Čabarkapa I, Trudić A, Stanković Jeremić J, Varga A, Lončar B, Šovljanski O, Tešević V. Variation of Salvia officinalis L. essential oil and hydrolate composition and their antimicrobial activity. in Processes. 2022;10(8):1608.
doi:10.3390/pr10081608 .

Aćimović, Milica, Pezo, Lato, Čabarkapa, Ivana, Trudić, Anika, Stanković Jeremić, Jovana, Varga, Ana, Lončar, Biljana, Šovljanski, Olja, Tešević, Vele, "Variation of Salvia officinalis L. essential oil and hydrolate composition and their antimicrobial activity" in Processes, 10, no. 8 (2022):1608,
https://doi.org/10.3390/pr10081608 . .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Stanković Jeremić, Jovana
AU  - Todosijević, Marina
AU  - Kiprovski, Biljana
AU  - Vidović, Senka
AU  - Vladić, Jelena
AU  - Pezo, Lato
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2968
AB  - The most abundant volatile compounds of sweet wormwood (Artemisia annua L.) essential oil were artemisia ketone (25.4 %) and trans-caryophyllene (10.2 %), followed by 1,8-cineole, camphor, germacrene D and β-selinene. The major volatile compounds in the hydrosol were camphor (25.1 %), 1,8-cineole (20.5 %) and artemisia ketone (10.7 %), followed by trans-pinocarveol and yomogi alcohol. Tested essential oil was rich in oxygenated monoterpenes and sesquiterpene hydrocarbons, while the former were identified as the major class of volatile compounds in the hydrosol, due to higher water solubility. Classification of all sweet wormwood chemotypes, according to essential oil composition, in available literature (17 studies and 61 accessions) could be done according to four chemotypes: artemisia ketone+artemisia alcohol (most abundant), artemisia ketone, camphor and nonspecific chemotype. According to this classification, essential oil of sweet wormwood from this study belongs to artemisia ketone (content varied between 22.1 and 55.8 %). Bearing in mind that hydrosols are a by-product of industrial production of essential oils, and the fact that sweet wormwood hydrosol has high contents of camphor, 1,8-cineole and artemisia ketone, there is a great potential for the use of this aromatic plant primary processing waste product as a water replacement in cosmetic industry, beverages flavoring, for food preservation, as well as in post-harvest pre-storage treatments in organic agriculture.
PB  - Wiley-Blackwell Publishing
T2  - Chemistry and Biodiversity
T1  - Comparative study of the essential oil and hydrosol composition of sweet wormwood (Artemisia annua L.) from Serbia
IS  - 3
SP  - e202100954
VL  - 19
DO  - 10.1002/cbdv.202100954
ER  - 

@article{
author = "Aćimović, Milica and Stanković Jeremić, Jovana and Todosijević, Marina and Kiprovski, Biljana and Vidović, Senka and Vladić, Jelena and Pezo, Lato",
year = "2022",
abstract = "The most abundant volatile compounds of sweet wormwood (Artemisia annua L.) essential oil were artemisia ketone (25.4 %) and trans-caryophyllene (10.2 %), followed by 1,8-cineole, camphor, germacrene D and β-selinene. The major volatile compounds in the hydrosol were camphor (25.1 %), 1,8-cineole (20.5 %) and artemisia ketone (10.7 %), followed by trans-pinocarveol and yomogi alcohol. Tested essential oil was rich in oxygenated monoterpenes and sesquiterpene hydrocarbons, while the former were identified as the major class of volatile compounds in the hydrosol, due to higher water solubility. Classification of all sweet wormwood chemotypes, according to essential oil composition, in available literature (17 studies and 61 accessions) could be done according to four chemotypes: artemisia ketone+artemisia alcohol (most abundant), artemisia ketone, camphor and nonspecific chemotype. According to this classification, essential oil of sweet wormwood from this study belongs to artemisia ketone (content varied between 22.1 and 55.8 %). Bearing in mind that hydrosols are a by-product of industrial production of essential oils, and the fact that sweet wormwood hydrosol has high contents of camphor, 1,8-cineole and artemisia ketone, there is a great potential for the use of this aromatic plant primary processing waste product as a water replacement in cosmetic industry, beverages flavoring, for food preservation, as well as in post-harvest pre-storage treatments in organic agriculture.",
publisher = "Wiley-Blackwell Publishing",
journal = "Chemistry and Biodiversity",
title = "Comparative study of the essential oil and hydrosol composition of sweet wormwood (Artemisia annua L.) from Serbia",
number = "3",
pages = "e202100954",
volume = "19",
doi = "10.1002/cbdv.202100954"
}

Aćimović, M., Stanković Jeremić, J., Todosijević, M., Kiprovski, B., Vidović, S., Vladić, J.,& Pezo, L.. (2022). Comparative study of the essential oil and hydrosol composition of sweet wormwood (Artemisia annua L.) from Serbia. in Chemistry and Biodiversity
Wiley-Blackwell Publishing., 19(3), e202100954.
https://doi.org/10.1002/cbdv.202100954

Aćimović M, Stanković Jeremić J, Todosijević M, Kiprovski B, Vidović S, Vladić J, Pezo L. Comparative study of the essential oil and hydrosol composition of sweet wormwood (Artemisia annua L.) from Serbia. in Chemistry and Biodiversity. 2022;19(3):e202100954.
doi:10.1002/cbdv.202100954 .

Aćimović, Milica, Stanković Jeremić, Jovana, Todosijević, Marina, Kiprovski, Biljana, Vidović, Senka, Vladić, Jelena, Pezo, Lato, "Comparative study of the essential oil and hydrosol composition of sweet wormwood (Artemisia annua L.) from Serbia" in Chemistry and Biodiversity, 19, no. 3 (2022):e202100954,
https://doi.org/10.1002/cbdv.202100954 . .

TY  - CONF
AU  - Rajković, Dragana
AU  - Marjanović-Jeromela, Ana
AU  - Pezo, Lato
AU  - Kondić-Špika, Ankica
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2867
AB  - Veštačka neuronska mreža (VNM) predstavlja matematički alat veštačke
inteligencije, koju čini mreža međusobno povezanih neurona, koji poput mozga
imaju sposobnost obrade podataka, učenja, i pamćenja. Model VNM pruža bolje
predviđanje u odnosu na model višestruke linearne regresije. Modeli za mašinsko
učenje su naročito primenljivi za proučavanje živih organizama kod kojih su prisutne
kompleksne interakcije između promenljivih. Primena modela VNM je značajna za
predviđanje prinosa i kvaliteta useva, odnosno sirovina u industriji ulja, klasifikaciju
vrsta.
AB  - Artificial neural network (ANN) is a mathematical tool in artificial intelligence,
made up of interconnected neurons. Similar to brain, these neurons have the ability
to process data, learn, and memorize. The ANN model provides better prediction
compared to the multiple linear regression. Machine learning models are handy for
studying living organisms in which complex interactions between variables exist.
The application of the ANN model is important for predicting the yield and quality of
crops, as well as of raw materials in the oil industry, for the classification of species.
PB  - Novi Sad : Univerzitet u Novom Sadu, Tehnološki fakultet
PB  - Novi Sad : Institut za ratarstvo i povrtarstvo
PB  - Novi Sad : Industrijsko bilje
C3  - Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora
T1  - Primena modela veštačke neuronske mreže u poljoprivredi i industriji ulja
T1  - Application of artificial neural network model in agriculture and oil industry
EP  - 138
SP  - 133
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2867
ER  - 

@conference{
author = "Rajković, Dragana and Marjanović-Jeromela, Ana and Pezo, Lato and Kondić-Špika, Ankica",
year = "2022",
abstract = "Veštačka neuronska mreža (VNM) predstavlja matematički alat veštačke
inteligencije, koju čini mreža međusobno povezanih neurona, koji poput mozga
imaju sposobnost obrade podataka, učenja, i pamćenja. Model VNM pruža bolje
predviđanje u odnosu na model višestruke linearne regresije. Modeli za mašinsko
učenje su naročito primenljivi za proučavanje živih organizama kod kojih su prisutne
kompleksne interakcije između promenljivih. Primena modela VNM je značajna za
predviđanje prinosa i kvaliteta useva, odnosno sirovina u industriji ulja, klasifikaciju
vrsta., Artificial neural network (ANN) is a mathematical tool in artificial intelligence,
made up of interconnected neurons. Similar to brain, these neurons have the ability
to process data, learn, and memorize. The ANN model provides better prediction
compared to the multiple linear regression. Machine learning models are handy for
studying living organisms in which complex interactions between variables exist.
The application of the ANN model is important for predicting the yield and quality of
crops, as well as of raw materials in the oil industry, for the classification of species.",
publisher = "Novi Sad : Univerzitet u Novom Sadu, Tehnološki fakultet, Novi Sad : Institut za ratarstvo i povrtarstvo, Novi Sad : Industrijsko bilje",
journal = "Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora",
title = "Primena modela veštačke neuronske mreže u poljoprivredi i industriji ulja, Application of artificial neural network model in agriculture and oil industry",
pages = "138-133",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2867"
}

Rajković, D., Marjanović-Jeromela, A., Pezo, L.,& Kondić-Špika, A.. (2022). Primena modela veštačke neuronske mreže u poljoprivredi i industriji ulja. in Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora
Novi Sad : Univerzitet u Novom Sadu, Tehnološki fakultet., 133-138.
https://hdl.handle.net/21.15107/rcub_fiver_2867

Rajković D, Marjanović-Jeromela A, Pezo L, Kondić-Špika A. Primena modela veštačke neuronske mreže u poljoprivredi i industriji ulja. in Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora. 2022;:133-138.
https://hdl.handle.net/21.15107/rcub_fiver_2867 .

Rajković, Dragana, Marjanović-Jeromela, Ana, Pezo, Lato, Kondić-Špika, Ankica, "Primena modela veštačke neuronske mreže u poljoprivredi i industriji ulja" in Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora (2022):133-138,
https://hdl.handle.net/21.15107/rcub_fiver_2867 .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Lončar, Biljana
AU  - Jeliazkov, Valtcho
AU  - Pezo, Lato
AU  - Ljujić, Jovana
AU  - Miljković, Ana
AU  - Vujisić, Ljubodrag
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3019
AB  - The volatile compounds of essential oil (EO) and corresponding hydrolate (HY) extracted by steam distillation from clary sage (Salvia sclarea L.) cv “Domaća mirisna” grown in Serbia were identified using gas hromatography/mass spectrometry (GC/MS). The most abundant compounds of EO were linalyl acetate (43.5%) and linalool (25.9%), followed by α-terpineol, germacrene D, and geranyl acetate. In the corresponding HY (recovered water-soluble fraction of EO) the dominant were linalool (63.3%) and α-terpineol (26.8%), followed by geraniol. These differences in composition between clary sage EO and HY could be explained by linalyl acetate's low water solubility. Clustering of 55 clary sage EO accessions (from literature) shows the presence of several chemotypes: linalyl acetate+linalool, linalyl acetate+sclareol, linalool+geranyl acetate, germacrene D+β-caryophyllene, caryophyllene oxide, and three unspecified chemotypes (geranyl acetate, methyl chavicol, and α-terpineol). According to this classification, clary sage cv “Domaća mirisna” belongs to a moderate linalyl acetate chemotype (between 19.8 and 45.7%). Further investigations need to focus on clary sage HY and their potential applications because HYs could increase economic gain as a by-product. However, their utilization for other purposes (cosmetic, postharvest fruit processing, organic agriculture, etc.) could be a safe solution for wastewater produced during EO distillation.
PB  - Taylor & Francis
T2  - Journal of Essential Oil Bearing Plants
T1  - Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate
EP  - 570
IS  - 3
SP  - 555
VL  - 25
DO  - 10.1080/0972060X.2022.2105662
ER  - 

@article{
author = "Aćimović, Milica and Lončar, Biljana and Jeliazkov, Valtcho and Pezo, Lato and Ljujić, Jovana and Miljković, Ana and Vujisić, Ljubodrag",
year = "2022",
abstract = "The volatile compounds of essential oil (EO) and corresponding hydrolate (HY) extracted by steam distillation from clary sage (Salvia sclarea L.) cv “Domaća mirisna” grown in Serbia were identified using gas hromatography/mass spectrometry (GC/MS). The most abundant compounds of EO were linalyl acetate (43.5%) and linalool (25.9%), followed by α-terpineol, germacrene D, and geranyl acetate. In the corresponding HY (recovered water-soluble fraction of EO) the dominant were linalool (63.3%) and α-terpineol (26.8%), followed by geraniol. These differences in composition between clary sage EO and HY could be explained by linalyl acetate's low water solubility. Clustering of 55 clary sage EO accessions (from literature) shows the presence of several chemotypes: linalyl acetate+linalool, linalyl acetate+sclareol, linalool+geranyl acetate, germacrene D+β-caryophyllene, caryophyllene oxide, and three unspecified chemotypes (geranyl acetate, methyl chavicol, and α-terpineol). According to this classification, clary sage cv “Domaća mirisna” belongs to a moderate linalyl acetate chemotype (between 19.8 and 45.7%). Further investigations need to focus on clary sage HY and their potential applications because HYs could increase economic gain as a by-product. However, their utilization for other purposes (cosmetic, postharvest fruit processing, organic agriculture, etc.) could be a safe solution for wastewater produced during EO distillation.",
publisher = "Taylor & Francis",
journal = "Journal of Essential Oil Bearing Plants",
title = "Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate",
pages = "570-555",
number = "3",
volume = "25",
doi = "10.1080/0972060X.2022.2105662"
}

Aćimović, M., Lončar, B., Jeliazkov, V., Pezo, L., Ljujić, J., Miljković, A.,& Vujisić, L.. (2022). Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate. in Journal of Essential Oil Bearing Plants
Taylor & Francis., 25(3), 555-570.
https://doi.org/10.1080/0972060X.2022.2105662

Aćimović M, Lončar B, Jeliazkov V, Pezo L, Ljujić J, Miljković A, Vujisić L. Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate. in Journal of Essential Oil Bearing Plants. 2022;25(3):555-570.
doi:10.1080/0972060X.2022.2105662 .

Aćimović, Milica, Lončar, Biljana, Jeliazkov, Valtcho, Pezo, Lato, Ljujić, Jovana, Miljković, Ana, Vujisić, Ljubodrag, "Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate" in Journal of Essential Oil Bearing Plants, 25, no. 3 (2022):555-570,
https://doi.org/10.1080/0972060X.2022.2105662 . .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Lončar, Biljana
AU  - Jeliazkov, Valtcho
AU  - Pezo, Lato
AU  - Ljujić, Jovana
AU  - Miljković, Ana
AU  - Vujisić, Ljubodrag
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3020
AB  - The volatile compounds of essential oil (EO) and corresponding hydrolate (HY) extracted by steam distillation from clary sage (Salvia sclarea L.) cv “Domaća mirisna” grown in Serbia were identified using gas hromatography/mass spectrometry (GC/MS). The most abundant compounds of EO were linalyl acetate (43.5%) and linalool (25.9%), followed by α-terpineol, germacrene D, and geranyl acetate. In the corresponding HY (recovered water-soluble fraction of EO) the dominant were linalool (63.3%) and α-terpineol (26.8%), followed by geraniol. These differences in composition between clary sage EO and HY could be explained by linalyl acetate's low water solubility. Clustering of 55 clary sage EO accessions (from literature) shows the presence of several chemotypes: linalyl acetate+linalool, linalyl acetate+sclareol, linalool+geranyl acetate, germacrene D+β-caryophyllene, caryophyllene oxide, and three unspecified chemotypes (geranyl acetate, methyl chavicol, and α-terpineol). According to this classification, clary sage cv “Domaća mirisna” belongs to a moderate linalyl acetate chemotype (between 19.8 and 45.7%). Further investigations need to focus on clary sage HY and their potential applications because HYs could increase economic gain as a by-product. However, their utilization for other purposes (cosmetic, postharvest fruit processing, organic agriculture, etc.) could be a safe solution for wastewater produced during EO distillation.
PB  - Taylor & Francis
T2  - Journal of Essential Oil Bearing Plants
T1  - Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate
EP  - 570
IS  - 3
SP  - 555
VL  - 25
DO  - 10.1080/0972060X.2022.2105662
ER  - 

@article{
author = "Aćimović, Milica and Lončar, Biljana and Jeliazkov, Valtcho and Pezo, Lato and Ljujić, Jovana and Miljković, Ana and Vujisić, Ljubodrag",
year = "2022",
abstract = "The volatile compounds of essential oil (EO) and corresponding hydrolate (HY) extracted by steam distillation from clary sage (Salvia sclarea L.) cv “Domaća mirisna” grown in Serbia were identified using gas hromatography/mass spectrometry (GC/MS). The most abundant compounds of EO were linalyl acetate (43.5%) and linalool (25.9%), followed by α-terpineol, germacrene D, and geranyl acetate. In the corresponding HY (recovered water-soluble fraction of EO) the dominant were linalool (63.3%) and α-terpineol (26.8%), followed by geraniol. These differences in composition between clary sage EO and HY could be explained by linalyl acetate's low water solubility. Clustering of 55 clary sage EO accessions (from literature) shows the presence of several chemotypes: linalyl acetate+linalool, linalyl acetate+sclareol, linalool+geranyl acetate, germacrene D+β-caryophyllene, caryophyllene oxide, and three unspecified chemotypes (geranyl acetate, methyl chavicol, and α-terpineol). According to this classification, clary sage cv “Domaća mirisna” belongs to a moderate linalyl acetate chemotype (between 19.8 and 45.7%). Further investigations need to focus on clary sage HY and their potential applications because HYs could increase economic gain as a by-product. However, their utilization for other purposes (cosmetic, postharvest fruit processing, organic agriculture, etc.) could be a safe solution for wastewater produced during EO distillation.",
publisher = "Taylor & Francis",
journal = "Journal of Essential Oil Bearing Plants",
title = "Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate",
pages = "570-555",
number = "3",
volume = "25",
doi = "10.1080/0972060X.2022.2105662"
}

Aćimović, M., Lončar, B., Jeliazkov, V., Pezo, L., Ljujić, J., Miljković, A.,& Vujisić, L.. (2022). Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate. in Journal of Essential Oil Bearing Plants
Taylor & Francis., 25(3), 555-570.
https://doi.org/10.1080/0972060X.2022.2105662

Aćimović M, Lončar B, Jeliazkov V, Pezo L, Ljujić J, Miljković A, Vujisić L. Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate. in Journal of Essential Oil Bearing Plants. 2022;25(3):555-570.
doi:10.1080/0972060X.2022.2105662 .

Aćimović, Milica, Lončar, Biljana, Jeliazkov, Valtcho, Pezo, Lato, Ljujić, Jovana, Miljković, Ana, Vujisić, Ljubodrag, "Comparison of volatile compounds from clary sage (Salvia sclarea L.) verticillasters essential oil and hydrolate" in Journal of Essential Oil Bearing Plants, 25, no. 3 (2022):555-570,
https://doi.org/10.1080/0972060X.2022.2105662 . .

TY  - JOUR
AU  - Aćimović, Milica
AU  - Rat, Milica
AU  - Pezo, Lato
AU  - Lončar, Biljana
AU  - Pezo, Milada
AU  - Miljković, Ana
AU  - Lazarević, Jovan
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2870
AB  - Garden angelica (Angelica archangelica L.), native to the northern temperate region, is widespread in Europe and Asia. Since the middle ages, it has been used for healing and as a vegetable in traditional dishes. In the modern era, it has been proven that A. archangelica has a complex chemical composition. The main derivatives that contribute to the plant’s biological activities are essential oil and coumarins. In this review, the focus is on the cross-analysis of the taxonomy of A. archangelica, and its distribution in different regions, with the presentation of the richness of its biochemical composition, which overall contributes to the widespread use of the roots of this plant in folk medicine. It belongs to the plants that were introduced to the wider area of Central, Eastern, and Southern Europe; as a medicinal plant, it represents a significant part of the medical flora of many areas. Cluster analysis of pooled data indicates a clear differentiation of chemotypes.
PB  - Basel : MDPI
T2  - Agronomy-Basel
T1  - Biological and chemical diversity of Angelica archangelica L. — case study of essential oil and its biological activity
SP  - 1570
VL  - 12
DO  - 10.3390/agronomy12071570
ER  - 

@article{
author = "Aćimović, Milica and Rat, Milica and Pezo, Lato and Lončar, Biljana and Pezo, Milada and Miljković, Ana and Lazarević, Jovan",
year = "2022",
abstract = "Garden angelica (Angelica archangelica L.), native to the northern temperate region, is widespread in Europe and Asia. Since the middle ages, it has been used for healing and as a vegetable in traditional dishes. In the modern era, it has been proven that A. archangelica has a complex chemical composition. The main derivatives that contribute to the plant’s biological activities are essential oil and coumarins. In this review, the focus is on the cross-analysis of the taxonomy of A. archangelica, and its distribution in different regions, with the presentation of the richness of its biochemical composition, which overall contributes to the widespread use of the roots of this plant in folk medicine. It belongs to the plants that were introduced to the wider area of Central, Eastern, and Southern Europe; as a medicinal plant, it represents a significant part of the medical flora of many areas. Cluster analysis of pooled data indicates a clear differentiation of chemotypes.",
publisher = "Basel : MDPI",
journal = "Agronomy-Basel",
title = "Biological and chemical diversity of Angelica archangelica L. — case study of essential oil and its biological activity",
pages = "1570",
volume = "12",
doi = "10.3390/agronomy12071570"
}

Aćimović, M., Rat, M., Pezo, L., Lončar, B., Pezo, M., Miljković, A.,& Lazarević, J.. (2022). Biological and chemical diversity of Angelica archangelica L. — case study of essential oil and its biological activity. in Agronomy-Basel
Basel : MDPI., 12, 1570.
https://doi.org/10.3390/agronomy12071570

Aćimović M, Rat M, Pezo L, Lončar B, Pezo M, Miljković A, Lazarević J. Biological and chemical diversity of Angelica archangelica L. — case study of essential oil and its biological activity. in Agronomy-Basel. 2022;12:1570.
doi:10.3390/agronomy12071570 .

Aćimović, Milica, Rat, Milica, Pezo, Lato, Lončar, Biljana, Pezo, Milada, Miljković, Ana, Lazarević, Jovan, "Biological and chemical diversity of Angelica archangelica L. — case study of essential oil and its biological activity" in Agronomy-Basel, 12 (2022):1570,
https://doi.org/10.3390/agronomy12071570 . .