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Sanja Brdar
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 23
Top Topics
Hyperspectral
Gene Expression
Comprehensive Evaluation
Nonnegative Matrix Factorization
Top Venues
ISPRS Int. J. Geo Inf.
CoRR
pHealth
ISIT
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Publications
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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)