Sanja Brdar

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Gene Expression

Comprehensive Evaluation

Nonnegative Matrix Factorization

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Marija Kopanja, Stefan Hacko, Sanja Brdar, Milos Savic
Cost-sensitive tree SHAP for explaining cost-sensitive tree-based models. Comput. Intell. 40 (3) (2024)
Milos Pandzic, Dejan Pavlovic, Predrag Matavulj, Sanja Brdar, Oskar Marko, Vladimir S. Crnojevic, Milan Kilibarda
Interseasonal transfer learning for crop mapping using Sentinel-1 data. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Andrea Simeon, Milos Radovanovic, Tatjana Loncar-Turukalo, Michelangelo Ceci, Sanja Brdar, Gianvito Pio
Multi-class boosting for the analysis of multiple incomplete views on microbiome data. BMC Bioinform. 25 (1) (2024)
Marija Kopanja, Sanja Brdar, Stefan Hacko
Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers using the Adaptation of TreeSHAP. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Predrag Matavulj, Marko Panic, Branko Sikoparija, Danijela Tesendic, Milos Radovanovic, Sanja Brdar
Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation. Appl. Artif. Intell. 37 (1) (2023)
Danijela Tesendic, Danijela Boberic Krsticev, Predrag Matavulj, Sanja Brdar, Marko Panic, Vladan Minic, Branko Sikoparija
RealForAll: real-time system for automatic detection of airborne pollen. Enterp. Inf. Syst. 16 (5) (2022)
Nastasija Grujic, Sanja Brdar, Sjoukje A. Osinga, Gert Jan Hofstede, Ioannis N. Athanasiadis, Milos Pljakic, Nikola Obrenovic, Miro Govedarica, Vladimir S. Crnojevic
Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments - An Agent-Based Approach. ISPRS Int. J. Geo Inf. 11 (7) (2022)
Mirjana Radulovic, Sanja Brdar, Minucer Mesaros, Tin Lukic, Stevan Savic, Biljana Basarin, Vladimir S. Crnojevic, Dragoslav Pavic
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. 11 (4) (2022)
Bojana Ivosevic, Predrag Lugonja, Sanja Brdar, Mirjana Radulovic, Ante Vujic, João Valente
UAV-Based Land Cover Classification for Hoverfly (Diptera: Syrphidae) Habitat Condition Assessment: A Case Study on Mt. Stara Planina (Serbia). Remote. Sens. 13 (16) (2021)
Vladan Filipovic, Marko Panic, Sanja Brdar, Branko Brkljac
Significance of Morphological Features in Rice Variety Classification Using Hyperspectral Imaging. ISPA (2021)
Andrea Mihajlovic, Katarina Mladenovic, Tatjana Loncar-Turukalo, Sanja Brdar
Machine Learning Based Metagenomic Prediction of Inflammatory Bowel Disease. pHealth (2021)
Olivera Novovic, Sanja Brdar, Minucer Mesaros, Vladimir S. Crnojevic, Apostolos N. Papadopoulos
Uncovering the Relationship between Human Connectivity Dynamics and Land Use. ISPRS Int. J. Geo Inf. 9 (3) (2020)
Olivera Novovic, Nastasija Grujic, Sanja Brdar, Miro Govedarica, Vladimir S. Crnojevic
Clustering Foursquare Mobility Networks to Explore Urban Spaces. WorldCIST (3) (2020)
Tatjana Loncar-Turukalo, Ivan Lazic, Nina Maljkovic, Sanja Brdar
Clustering of Microbiome Data: Evaluation of Ensemble Design Approaches. EUROCON (2019)
Zeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic
Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural Networks. MLDM (2) (2019)
Debora Santo, Tatjana Loncar-Turukalo, Blaz Stres, Vladimir S. Crnojevic, Sanja Brdar
Clustering and Classification of Human Microbiome Data: Evaluating the Impact of Different Settings in Bioinformatics Workflows. BIBE (2019)
Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement. CoRR (2019)
Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement. ISIT (2019)
Ciprian-Octavian Truica, Olivera Novovic, Sanja Brdar, Apostolos N. Papadopoulos
Community Detection in Who-calls-Whom Social Networks. DaWaK (2018)
Isidora Sasic, Sanja Brdar, Tatjana Loncar-Turukalo, Helena Aidos, Ana L. N. Fred
Consensus Clustering for Cancer Gene Expression Data - Large-Scale Analysis using Evidence Accumulation Approach. BIOINFORMATICS (2017)
Monika Papic, Sanja Brdar, Vladimir Papic, Tatjana Loncar-Turukalo
Return to Work After Lumbar Microdiscectomy - Personalizing Approach Through Predictive Modeling. pHealth (2016)
Sanja Brdar, Vladimir S. Crnojevic
Ensemble Approaches for Stable Assessment of Clusters in Microbiome Samples. CIBB (2016)
Oskar Marko, Sanja Brdar, Marko Panic, Predrag Lugonja, Vladimir S. Crnojevic
Soybean varieties portfolio optimisation based on yield prediction. Comput. Electron. Agric. 127 (2016)
Sanja Brdar, Vladimir S. Crnojevic, Blaz Zupan
Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Sanja Brdar, Katarina Gavric, Dubravko Culibrk, Vladimir S. Crnojevic
Unveiling Spatial Epidemiology of HIV with Mobile Phone Data. CoRR (2015)