Dragi Kocev
Title
Cited by
Cited by
Year
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
5782012
Tree ensembles for predicting structured outputs
D Kocev, C Vens, J Struyf, S Džeroski
Pattern Recognition 46 (3), 817-833, 2013
1782013
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), 2, 2010
1652010
Ensembles of multi-objective decision trees
D Kocev, C Vens, J Struyf, S Džeroski
European Conference on Machine Learning, 624-631, 2007
1652007
Hierarchical annotation of medical images
I Dimitrovski, D Kocev, S Loskovska, S Džeroski
Pattern Recognition 44 (10-11), 2436-2449, 2011
1212011
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
1212009
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
592012
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
562015
Learning habitat models for the diatom community in Lake Prespa
D Kocev, A Naumoski, K Mitreski, S Krstić, S Džeroski
Ecological Modelling 221 (2), 330-337, 2010
382010
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
352011
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
352011
Improving bag-of-visual-words image retrieval with predictive clustering trees
I Dimitrovski, D Kocev, S Loskovska, S Džeroski
Information Sciences 329, 851-865, 2016
322016
The importance of the label hierarchy in hierarchical multi-label classification
J Levatić, D Kocev, S Džeroski
Journal of Intelligent Information Systems 45 (2), 247-271, 2015
322015
Self-training for multi-target regression with tree ensembles
J Levatić, M Ceci, D Kocev, S Džeroski
Knowledge-Based Systems 123, 41-60, 2017
262017
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
242014
Ensembles for predicting structured outputs
D Kocev
Informatica 36 (1), 2012
212012
Halophily reloaded: new insights into the extremophilic life-style of Wallemia with the description of Wallemia hederae sp. nov
S Jančič, P Zalar, D Kocev, HJ Schroers, S Džeroski, N Gunde-Cimerman
Fungal Diversity 76 (1), 97-118, 2016
202016
Using data mining to predict soil quality after application of biosolids in agriculture
J Cortet, D Kocev, C Ducobu, S Džeroski, M Debeljak, C Schwartz
Journal of Environmental Quality 40 (6), 1972-1982, 2011
172011
Production of secondary metabolites in extreme environments: food-and airborne Wallemia spp. produce toxic metabolites at hypersaline conditions
S Jančič, JC Frisvad, D Kocev, C Gostinčar, S Džeroski, ...
PLoS One 11 (12), 2016
162016
ReliefF for Hierarchical Multi-label Classification
I Slavkov, J Karcheska, D Kocev, S Kalajdziski, S Džeroski
New Frontiers in Mining Complex Patterns, 148-161, 2014
162014
The system can't perform the operation now. Try again later.
Articles 1–20