Sanja Brdar

30 papers B 2C 2Journal 16Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Efficient Encoding Spectral Information in Hyperspectral Images for Transfer Learning of Mask R-CNN for Instance Segmentation of Tomato Sepals.
IEEE Access
Zeljana Grbovic, Marko Panic, Vladan Filipovic, Sanja Brdar, Hendrik de Villiers, Manon Mensink, Aneesh Chauhan
2025 J jnl
Domain adaptation for improving automatic airborne pollen classification with expert-verified measurements.
Appl. Intell.
Predrag Matavulj, Slobodan Jelic, Domagoj Severdija, Sanja Brdar, Milos Radovanovic, Danijela Tesendic, Branko Sikoparija
2024 J jnl
Cost-sensitive tree SHAP for explaining cost-sensitive tree-based models.
Comput. Intell.
Marija Kopanja, Stefan Hacko, Sanja Brdar, Milos Savic
2024 — conf
Data assimilation of LAI improved crop growth modeling: Comparison between in-situ measurements and satellite estimations.
HAICTA (1)
Marija Kopanja, Gordan Mimic, Hilde Vaessen, Nevena Stevanovic, Nikola Stankovic, Masa Buden, Dragana Blagojevic, Bernardo Maestrini, Natasa Ljubicic, Sanja Brdar, Frits K. van Evert
2024 J jnl
Interseasonal transfer learning for crop mapping using Sentinel-1 data.
Int. J. Appl. Earth Obs. Geoinformation
Milos Pandzic, Dejan Pavlovic, Predrag Matavulj, Sanja Brdar, Oskar Marko, Vladimir S. Crnojevic, Milan Kilibarda
2024 J jnl
Maize Hybrids Performance Evaluation with Data Fusion by Matrix Factorization Algorithm.
Appl. Artif. Intell.
Milica Brkic, Stefan Hacko, Milos Radovanovic, Vladimir S. Crnojevic, Sanja Brdar
2024 J jnl
Multi-class boosting for the analysis of multiple incomplete views on microbiome data.
BMC Bioinform.
Andrea Simeon, Milos Radovanovic, Tatjana Loncar-Turukalo, Michelangelo Ceci, Sanja Brdar, Gianvito Pio
2023 J jnl
Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation.
Appl. Artif. Intell.
Predrag Matavulj, Marko Panic, Branko Sikoparija, Danijela Tesendic, Milos Radovanovic, Sanja Brdar
2023 — conf
Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers using the Adaptation of TreeSHAP.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Marija Kopanja, Sanja Brdar, Stefan Hacko
2022 J jnl
Assessment of Groundwater Potential Zones Using GIS and Fuzzy AHP Techniques - A Case Study of the Titel Municipality (Northern Serbia).
ISPRS Int. J. Geo Inf.
Mirjana Radulovic, Sanja Brdar, Minucer Mesaros, Tin Lukic, Stevan Savic, Biljana Basarin, Vladimir S. Crnojevic, Dragoslav Pavic
2022 J jnl
Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments - An Agent-Based Approach.
ISPRS Int. J. Geo Inf.
Nastasija Grujic, Sanja Brdar, Sjoukje A. Osinga, Gert Jan Hofstede, Ioannis N. Athanasiadis, Milos Pljakic, Nikola Obrenovic, Miro Govedarica, Vladimir S. Crnojevic
2022 J jnl
RealForAll: real-time system for automatic detection of airborne pollen.
Enterp. Inf. Syst.
Danijela Tesendic, Danijela Boberic Krsticev, Predrag Matavulj, Sanja Brdar, Marko Panic, Vladan Minic, Branko Sikoparija
2021 — conf
Machine Learning Based Metagenomic Prediction of Inflammatory Bowel Disease.
pHealth
Andrea Mihajlovic, Katarina Mladenovic, Tatjana Loncar-Turukalo, Sanja Brdar
2021 C conf
Significance of Morphological Features in Rice Variety Classification Using Hyperspectral Imaging.
ISPA
Vladan Filipovic, Marko Panic, Sanja Brdar, Branko Brkljac
2021 J jnl
UAV-Based Land Cover Classification for Hoverfly (Diptera: Syrphidae) Habitat Condition Assessment: A Case Study on Mt. Stara Planina (Serbia).
Remote. Sens.
Bojana Ivosevic, Predrag Lugonja, Sanja Brdar, Mirjana Radulovic, Ante Vujic, João Valente
2020 — conf
Clustering Foursquare Mobility Networks to Explore Urban Spaces.
WorldCIST (3)
Olivera Novovic, Nastasija Grujic, Sanja Brdar, Miro Govedarica, Vladimir S. Crnojevic
2020 J jnl
Uncovering the Relationship between Human Connectivity Dynamics and Land Use.
ISPRS Int. J. Geo Inf.
Olivera Novovic, Sanja Brdar, Minucer Mesaros, Vladimir S. Crnojevic, Apostolos N. Papadopoulos
2019 — ch.
Big Data Processing, Analysis and Applications in Mobile Cellular Networks.
High-Performance Modelling and Simulation for Big Data Applications
Sanja Brdar, Olivera Novovic, Nastasija Grujic, Horacio González-Vélez, Ciprian-Octavian Truica, Siegfried Benkner, Enes Bajrovic, Apostolos Papadopoulos
2019 C conf
Clustering and Classification of Human Microbiome Data: Evaluating the Impact of Different Settings in Bioinformatics Workflows.
BIBE
Debora Santo, Tatjana Loncar-Turukalo, Blaz Stres, Vladimir S. Crnojevic, Sanja Brdar
2019 — conf
Clustering of Microbiome Data: Evaluation of Ensemble Design Approaches.
EUROCON
Tatjana Loncar-Turukalo, Ivan Lazic, Nina Maljkovic, Sanja Brdar
2019 B conf
Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement.
ISIT
Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
2019 J jnl
Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement.
CoRR
Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
2019 — conf
Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural Networks.
MLDM (2)
Zeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic
2018 B conf
Community Detection in Who-calls-Whom Social Networks.
DaWaK
Ciprian-Octavian Truica, Olivera Novovic, Sanja Brdar, Apostolos N. Papadopoulos
2017 — conf
Consensus Clustering for Cancer Gene Expression Data - Large-Scale Analysis using Evidence Accumulation Approach.
BIOINFORMATICS
Isidora Sasic, Sanja Brdar, Tatjana Loncar-Turukalo, Helena Aidos, Ana L. N. Fred
2016 — conf
Ensemble Approaches for Stable Assessment of Clusters in Microbiome Samples.
CIBB
Sanja Brdar, Vladimir S. Crnojevic
2016 — conf
Return to Work After Lumbar Microdiscectomy - Personalizing Approach Through Predictive Modeling.
pHealth
Monika Papic, Sanja Brdar, Vladimir Papic, Tatjana Loncar-Turukalo
2016 J jnl
Soybean varieties portfolio optimisation based on yield prediction.
Comput. Electron. Agric.
Oskar Marko, Sanja Brdar, Marko Panic, Predrag Lugonja, Vladimir S. Crnojevic
2015 J jnl
Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data.
IEEE J. Biomed. Health Informatics
Sanja Brdar, Vladimir S. Crnojevic, Blaz Zupan
2015 J jnl
Unveiling Spatial Epidemiology of HIV with Mobile Phone Data.
CoRR
Sanja Brdar, Katarina Gavric, Dubravko Culibrk, Vladimir S. Crnojevic