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Dragi Kocev
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An extensive experimental comparison of methods for multi-label learning
G Madjarov, D Kocev, D Gjorgjevikj, S Džeroski
Pattern Recognition 45 (9), 3084-3104, 2012
9492012
Tree ensembles for predicting structured outputs
D Kocev, C Vens, J Struyf, S Džeroski
Pattern Recognition 46 (3), 817-833, 2013
3072013
Ensembles of multi-objective decision trees
D Kocev, C Vens, J Struyf, S Džeroski
Machine Learning: ECML 2007: 18th European Conference on Machine Learning …, 2007
2832007
Using single-and multi-target regression trees and ensembles to model a compound index of vegetation condition
D Kocev, S Džeroski, MD White, GR Newell, P Griffioen
Ecological Modelling 220 (8), 1159-1168, 2009
2372009
Predicting gene function using hierarchical multi-label decision tree ensembles
L Schietgat, C Vens, J Struyf, H Blockeel, D Kocev, S Džeroski
BMC bioinformatics 11, 1-14, 2010
2332010
Hierarchical annotation of medical images
I Dimitrovski, D Kocev, S Loskovska, S Džeroski
Pattern Recognition 44 (10-11), 2436-2449, 2011
2142011
COVID-19 pandemic changes the food consumption patterns
T Eftimov, G Popovski, M Petković, BK Seljak, D Kocev
Trends in food science & technology 104, 268-272, 2020
2092020
Comprehensive comparative study of multi-label classification methods
J Bogatinovski, L Todorovski, S Džeroski, D Kocev
Expert Systems with Applications 203, 117215, 2022
1092022
Hierarchical classification of diatom images using ensembles of predictive clustering trees
I Dimitrovski, D Kocev, S Loskovska, S Džeroski
Ecological Informatics 7 (1), 19-29, 2012
1092012
Improved medical image modality classification using a combination of visual and textual features
I Dimitrovski, D Kocev, I Kitanovski, S Loskovska, S Džeroski
Computerized Medical Imaging and Graphics 39, 14-26, 2015
882015
Current trends in deep learning for Earth Observation: An open-source benchmark arena for image classification
I Dimitrovski, I Kitanovski, D Kocev, N Simidjievski
ISPRS Journal of Photogrammetry and Remote Sensing 197, 18-35, 2023
742023
Chaophilic or chaotolerant fungi: a new category of extremophiles?
J Zajc, S Džeroski, D Kocev, A Oren, S Sonjak, R Tkavc, ...
Frontiers in microbiology 5, 708, 2014
652014
Feature ranking for multi-target regression
M Petković, D Kocev, S Džeroski
Machine Learning 109, 1179-1204, 2020
632020
Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
CJ Korbee, MT Heemskerk, D Kocev, E van Strijen, O Rabiee, ...
Nature communications 9 (1), 358, 2018
612018
Self-training for multi-target regression with tree ensembles
J Levatić, M Ceci, D Kocev, S Džeroski
Knowledge-Based Systems 123, 41-60, 2017
602017
Semi-supervised classification trees
J Levatić, M Ceci, D Kocev, S Džeroski
Journal of Intelligent Information Systems 49, 461-486, 2017
592017
Trait‐based risk assessment for invasive species: high performance across diverse taxonomic groups, geographic ranges and machine learning/statistical tools
RP Keller, D Kocev, S Džeroski
Diversity and Distributions 17 (3), 451-461, 2011
542011
Trait‐based risk assessment for invasive species: high performance across diverse taxonomic groups, geographic ranges and machine learning/statistical tools
RP Keller, D Kocev, S Džeroski
Diversity and Distributions 17 (3), 451-461, 2011
542011
The importance of the label hierarchy in hierarchical multi-label classification
J Levatić, D Kocev, S Džeroski
Journal of Intelligent Information Systems 45, 247-271, 2015
532015
Semi-supervised trees for multi-target regression
J Levatić, D Kocev, M Ceci, S Džeroski
Information Sciences 450, 109-127, 2018
522018
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Articles 1–20