Sašo Džeroski

Jožef Stefan Institute — SI

Computer Science · Physical Sciences

64h-index19.4kcitations600works4.02yr avg
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Research Topics

Data Mining Algorithms and Applications(106), Machine Learning and Data Classification(73), Text and Document Classification Technologies(54), Rough Sets and Fuzzy Logic(51), Semantic Web and Ontologies(48)

Publications600 total

Semi-supervised learning from tabular data with autoencoders: when does it work?
Machine Learning·2025Open Access
Can Segment Anything Model Segment Just Some Things? Improving Zero-Shot Segmentation of Electron Microscopic Images with Clustering
2025
Assessing the risk of discriminatory bias in classification datasets
Machine Learning·2025· 1 citedOpen Access
Exploring the role of large language models in the scientific method: from hypothesis to discovery
npj Artificial Intelligence·2025· 22 citedOpen Access
Optimizing foamed glass production with machine learning
Materials & Design·2025Open Access
Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025· 1 citedOpen Access
A comparison of male foot toe shapes and running shoe toe-box designs
Footwear Science·2025
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery
arXiv (Cornell University)·2025Open Access
Predictions of failed satellite retrieval of air quality using machine learning
Atmospheric measurement techniques·2025Open Access
Assessing the Risk of Discriminatory Bias in Classification Datasets
2025Open Access
iSOUP-SymRF: Symbolic feature ranking with random forests in online multi-target regression and multi-label classification
Machine Learning·2025· 2 citedOpen Access
SSL-MAE: Adaptive Semisupervised Learning Framework for Multilabel Classification of Remote Sensing Images Using Masked Autoencoders
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 2 citedOpen Access
A Variational Autoencoder for N-Ary Trees
Lecture notes in computer science·2025
Bayesian Grammar Refinement for Efficient Equation Discovery
Lecture notes in computer science·2025
Correction to: Real-Time Anomaly Prediction from Cryptocurrency Time Series
Communications in computer and information science·2025Open Access
Modeling the Relation between Processing Parameters and Material Properties in Foamed Glass Production Using Machine Learning and Multiobjective Optimization Techniques
SSRN Electronic Journal·2025Open Access
Cortico-Muscular Phase Connectivity During an Isometric Knee Extension Task in People With Early Parkinson’s Disease
IEEE Transactions on Neural Systems and Rehabilitation Engineering·2025· 3 citedOpen Access
Selecting Unlabeled Data for Tabular Self-Supervised Learning
Lecture notes in computer science·2025
FoodSEM: Large Language Model Specialized in Food Named-Entity Linking
Lecture notes in computer science·2025
Examining cortico-muscular connectivity methods on mobile brain imaging data: A comparative study with Parkinson’s Disease patients
2024Open Access
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Frequent Co-authors

Dragi Kocev(7), Ljupčo Todorovski(7), Jan Struyf(6), Bernard Ženko(5), Panče Panov(4), Celine Vens(4), Hendrik Blockeel(4), Luc De Raedt(4), Nada Lavrač(3), Leander Schietgat(3), Andrej Kobler(3), Rita Casadio(2), Zheng Wang(2), Jianlin Cheng(2), Hai Fang(2), Julian Gough(2), Petri Törönen(2), Liisa Holm(2), Domenico Cozzetto(2), David T. Jones(2)