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Browsing by Author Matavulj, Predrag
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| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2022 | Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation | Matavulj, Predrag  ; Panić, Marko  ; Šikoparija, Branko ; Tešendić, Danijela ; Radovanović, Miloš ; Brdar, Sanja | Article | 22M22 |
| 2024 | Advancing Automated Identification of Airborne Fungal Spores: Guidelines for Cultivation and Reference Dataset Creation | Bruffaerts, Nicolas; Graf, Elias; Tiwari, Astha; Pyrri, Ioanna; Erb, Sophie; Plaza, Maria; D'hooge, Elizabet; Matavulj, Predrag ; Šikoparija, Branko | Conference Paper | Mp. category will be shown later |
| 2019 | Automatic pollen recognition with the Rapid-E particle counter: the first-level procedure, experience and next steps | Šaulienė, Ingrida; Šukienė, Laura; Daunys, Gintautas; Valiulis, Gediminas; Vaitkevičius, Lukas; Matavulj, Predrag ; Brdar, Sanja ; Panić, Marko ; Šikoparija, Branko ; Clot, Bernard;
Crouzy, Benoît; Sofiev, Mikhail;
| Article | 21M21 |
| 2024 | Automatic real-time airborne spores’ identification | Bruffaerts, Nicolas; Graf, Elias; Niederberger, Erny; Tiwari, Astha; Pyrri, Ioanna; Erb, Sophie; Plaza, Maria; D'hooge, Elizabet; Matavulj, Predrag ; Šikoparija, Branko | Conference Paper | Mp. category will be shown later |
| 2022 | Automatic real-time detection and classification of bioaerosols | Šikoparija, Branko ; Brdar, Sanja ; Grewling, Łukasz; Matavulj, Predrag ; Mimić, Gordan ; Panić, Marko ; Stanković, Mira ; Bartolić, Dragana ; Smith, Matt | Conference Paper | Mp. category will be shown later |
| 2024 | Classification accuracy and compatibility across devices of a new Rapid-E+ flow cytometer | Šikoparija, Branko ; Matavulj, Predrag ; Simović, Isidora ; Radišić, Predrag ; Brdar, Sanja ; Minić, Vladan ; Tešendić, Danijela ; Kadantsev, Evgeny; Palamarchuk, Julia; Sofiev, Mikhail | Article | 21M21 |
| 2022 | Comprehensive Evaluation of CNNs for Pollen Classification | Matavulj, Predrag ; Brdar, Sanja ; Panić, Marko ; Šikoparija, Branko | Conference Paper | Mp. category will be shown later |
| 2021 | Detection of starch rain in ambient air of Novi Sad, Serbia | Šikoparija, Branko ; Matavulj, Predrag ; Mimić, Gordan ; Smith, Matt; Grewling, L.; Podraščanin, Zorica | Conference Paper | Mp. category will be shown later |
| 2025 | Domain Adaptation for Improving Automatic Airborne Pollen Classification with Expert-Verified Measurements | Matavulj, Predrag ; Jelić, Slobodan ; Severdija, Domagoj; Brdar, Sanja ; Radovanović, Miloš ; Tešendić, Danijela ; Šikoparija, Branko | Article | 21M21 |
| 2021 | Domain adaptation with unlabeled data for model transferability between airborne particle identifiers | Matavulj, Predrag ; Brdar, Sanja ; Racković, Miloš ; Šikoparija, Branko ; Ioannis, Athanasiadis | Conference Paper | Mp. category will be shown later |
| 2022 | Explainable AI for unveiling deep learning pollen classification model - Pollen dataset | Brdar, Sanja ; Panić, Marko ; Matavulj, Predrag ; Šikoparija, Branko | Other | Mp. category will be shown later |
| 2023 | Explainable AI for unveiling deep learning pollen classification model based on fusion of scattered light patterns and fluorescence spectroscopy | Brdar, Sanja ; Panić, Marko ; Matavulj, Predrag ; Stanković, Mira ; Bartolić, Dragana ; Šikoparija, Branko | Article | 21aM21a |
| 2022 | High temporal resolution monitoring of Ambrosia pollen in ambient air | Grewling, Łukasz; Matavulj, Predrag ; Mimić, Gordan ; Panić, Marko ; Smith, Matt; Šikoparija, Branko | Conference Paper | Mp. category will be shown later |
| 2024 | Influence of Meteorological Variables and Air Pollutants on Measurements From Automatic Pollen and Spore Monitors | González-Alonso, Mónica; Oteros, Jose; Widmann, Magdalena; Maya-Manzano, Jose M.; Skjoth, Carsten; Grewling, Łukasz; O’Connor, David; Sofiev, Mikhail; Tummon, Fiona; Crouzy, Benoît;
Buters, Jeroen; Kadantsev, Evgeny; Palamarchuk, Yulia; Martinez-Bracero, Moisés; Pope, Francis M.; Mills, Sophie; Šikoparija, Branko
; Matavulj, Predrag ; Schmidt-Weber, Carsten B.; Orby, Pia; | Conference Paper | Mp. category will be shown later |
| 2024 | Influence of meteorological variables and air pollutants on measurements from automatic pollen sampling devices | González-Alonso, M.; Oteros, J.; Widmann, M.; Maya-Manzano, J.M.; Skjøth, C.; Grewling, L.; O'Connor, D.; Sofiev, M.; Tummon, F.; Crouzy, B.;
Clot, B.; Buters, J.; Kadantsev, E.; Palamarchuk, Y.; Martinez-Bracero, M.; Pope, F.D.; Mills, S.; Šikoparija, Branko
; Matavulj, Predrag ; Schmidt-Weber, C.B.; Ørby, P.V.; | Article | 21aM21a |
| 2022 | Integration of reference data from different Rapid-E devices supports automatic pollen detection in more locations | Matavulj, Predrag ; Cristofori, Antonella; Cristofolini, Fabiana; Gottardini, Elena; Brdar, Sanja ; Šikoparija, Branko | Article | 21a+M21a+ |
| 2024 | Interseasonal transfer learning for crop mapping using Sentinel-1 data | Pandžić, Miloš ; Pavlović, Dejan ; Matavulj, Predrag ; Brdar, Sanja ; Marko, Oskar ; Crnojević, Vladimir ; Kilibarda, Milan | Научни чланак | 21aM21a - Водећи међународни часопис категорије M21a |
| 2023 | Manual and automatic quantification of airborne fungal spores during wheat harvest period | Simović, Isidora ; Matavulj, Predrag ; Šikoparija, Branko | Article | 22M22 |
| 2024 | Multi-modal architecture based on machine learning for real-time pollen classification | Matavulj, Predrag | Doctoral theses | 70M70 |
| 2023 | Quantification of airborne fungal spores during wheat harvest season by traditional and automatic measurements | Simović, Isidora ; Matavulj, Predrag ; Šikoparija, Branko | Конференцијски рад | Мп категорија ће бити приказана накнадно. |