Sanja Brdar

According to our database, Sanja Brdar authored at least 25 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-class boosting for the analysis of multiple incomplete views on microbiome data.

Andrea Simeon, Milos Radovanovic, Tatjana Loncar-Turukalo, Michelangelo Ceci, Sanja Brdar, Gianvito Pio

BMC Bioinform., December, 2024

Cost-sensitive tree SHAP for explaining cost-sensitive tree-based models.

Marija Kopanja, Stefan Hacko, Sanja Brdar, Milos Savic

Comput. Intell., June, 2024

Interseasonal transfer learning for crop mapping using Sentinel-1 data.

Milos Pandzic, Dejan Pavlovic, Predrag Matavulj, Sanja Brdar, Oskar Marko, Vladimir S. Crnojevic, Milan Kilibarda

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation.

Predrag Matavulj, Marko Panic, Branko Sikoparija, Danijela Tesendic, Milos Radovanovic, Sanja Brdar

Appl. Artif. Intell., 2023

Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers using the Adaptation of TreeSHAP.

Marija Kopanja, Sanja Brdar, Stefan Hacko

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

2022

Assessment of Groundwater Potential Zones Using GIS and Fuzzy AHP Techniques - A Case Study of the Titel Municipality (Northern Serbia).

Mirjana Radulovic, Sanja Brdar, Minucer Mesaros, Tin Lukic, Stevan Savic, Biljana Basarin, Vladimir S. Crnojevic, Dragoslav Pavic

ISPRS Int. J. Geo Inf., 2022

Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments - An Agent-Based Approach.

Nastasija Grujic, Sanja Brdar, Sjoukje A. Osinga, Gert Jan Hofstede, Ioannis N. Athanasiadis, Milos Pljakic, Nikola Obrenovic, Miro Govedarica, Vladimir S. Crnojevic

ISPRS Int. J. Geo Inf., 2022

RealForAll: real-time system for automatic detection of airborne pollen.

Danijela Tesendic, Danijela Boberic Krsticev, Predrag Matavulj, Sanja Brdar, Marko Panic, Vladan Minic, Branko Sikoparija

Enterp. Inf. Syst., 2022

2021

UAV-Based Land Cover Classification for Hoverfly (Diptera: Syrphidae) Habitat Condition Assessment: A Case Study on Mt. Stara Planina (Serbia).

Bojana Ivosevic, Predrag Lugonja, Sanja Brdar, Mirjana Radulovic, Ante Vujic, João Valente

Remote. Sens., 2021

Machine Learning Based Metagenomic Prediction of Inflammatory Bowel Disease.

Andrea Mihajlovic, Katarina Mladenovic, Tatjana Loncar-Turukalo, Sanja Brdar

Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Significance of Morphological Features in Rice Variety Classification Using Hyperspectral Imaging.

Vladan Filipovic, Marko Panic, Sanja Brdar, Branko Brkljac

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

2020

Uncovering the Relationship between Human Connectivity Dynamics and Land Use.

Olivera Novovic, Sanja Brdar, Minucer Mesaros, Vladimir S. Crnojevic, Apostolos N. Papadopoulos

ISPRS Int. J. Geo Inf., 2020

Clustering Foursquare Mobility Networks to Explore Urban Spaces.

Olivera Novovic, Nastasija Grujic, Sanja Brdar, Miro Govedarica, Vladimir S. Crnojevic

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

2019

Big Data Processing, Analysis and Applications in Mobile Cellular Networks.

Sanja Brdar, Olivera Novovic, Nastasija Grujic, Horacio González-Vélez, Ciprian-Octavian Truica, Siegfried Benkner, Enes Bajrovic, Apostolos Papadopoulos

Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural Networks.

Zeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement.

Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic

Proceedings of the IEEE International Symposium on Information Theory, 2019

Clustering of Microbiome Data: Evaluation of Ensemble Design Approaches.

Tatjana Loncar-Turukalo, Ivan Lazic, Nina Maljkovic, Sanja Brdar

Proceedings of the IEEE EUROCON 2019, 2019

Clustering and Classification of Human Microbiome Data: Evaluating the Impact of Different Settings in Bioinformatics Workflows.

Debora Santo, Tatjana Loncar-Turukalo, Blaz Stres, Vladimir S. Crnojevic, Sanja Brdar

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

Community Detection in Who-calls-Whom Social Networks.

Ciprian-Octavian Truica, Olivera Novovic, Sanja Brdar, Apostolos N. Papadopoulos

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

2017

Consensus Clustering for Cancer Gene Expression Data - Large-Scale Analysis using Evidence Accumulation Approach.

Isidora Sasic, Sanja Brdar, Tatjana Loncar-Turukalo, Helena Aidos, Ana L. N. Fred

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Soybean varieties portfolio optimisation based on yield prediction.

Oskar Marko, Sanja Brdar, Marko Panic, Predrag Lugonja, Vladimir S. Crnojevic

Comput. Electron. Agric., 2016

Return to Work After Lumbar Microdiscectomy - Personalizing Approach Through Predictive Modeling.

Monika Papic, Sanja Brdar, Vladimir Papic, Tatjana Loncar-Turukalo

Proceedings of the pHealth 2016, 2016

Ensemble Approaches for Stable Assessment of Clusters in Microbiome Samples.

Sanja Brdar, Vladimir S. Crnojevic

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2016

2015

Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data.

Sanja Brdar, Vladimir S. Crnojevic, Blaz Zupan

IEEE J. Biomed. Health Informatics, 2015

Unveiling Spatial Epidemiology of HIV with Mobile Phone Data.

Sanja Brdar, Katarina Gavric, Dubravko Culibrk, Vladimir S. Crnojevic

CoRR, 2015