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Saso Dzeroski
Saso Dzeroski
Jozef Stefan Institute, Dept. of Knowledge Technologies
Preverjeni e-poštni naslov na ijs.si - Domača stran
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Leto
Inductive Logic Programming.
N Lavrac, S Dzeroski
Ellis Horwood; http://www-ai.ijs.si/SasoDzeroski/ILPBook/ILPbook.pdf, 1994
14601994
Is combining classifiers with stacking better than selecting the best one?
S Džeroski, B Ženko
Machine learning 54 (3), 255-273, 2004
12732004
A large-scale evaluation of computational protein function prediction
P Radivojac, WT Clark, TR Oron, AM Schnoes, T Wittkop, A Sokolov, ...
Nature methods 10 (3), 221-227, 2013
11462013
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
9732012
Relational data mining
S Džeroski
Data mining and knowledge discovery handbook, 887-911, 2010
9492010
Decision trees for hierarchical multi-label classification
C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel
Machine learning 73, 185-214, 2008
8812008
Relational reinforcement learning
S Dzeroski, L De Raedt, K Driessens
CW Reports, 2001
4482001
The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens
N Zhou, Y Jiang, TR Bergquist, AJ Lee, BZ Kacsoh, AW Crocker, ...
Genome biology 20, 1-23, 2019
4452019
Learning model trees from evolving data streams
E Ikonomovska, J Gama, S Džeroski
Data mining and knowledge discovery 23, 128-168, 2011
3902011
Multi-relational data mining: an introduction
S Džeroski
ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003
3812003
Tree ensembles for predicting structured outputs
D Kocev, C Vens, J Struyf, S Džeroski
Pattern Recognition 46 (3), 817-833, 2013
3162013
Combining classifiers with meta decision trees
L Todorovski, S Džeroski
Machine learning 50, 223-249, 2003
2972003
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
2922007
Learning nonrecursive definitions of relations with LINUS
N Lavrač, S Džeroski, M Grobelnik
Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991
2871991
Repetitive interpolation: A robust algorithm for DTM generation from Aerial Laser Scanner Data in forested terrain
A Kobler, N Pfeifer, P Ogrinc, L Todorovski, K Oštir, S Džeroski
Remote sensing of environment 108 (1), 9-23, 2007
2842007
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
2432009
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
2412010
First-order jk-clausal theories are PAC-learnable
L De Raedt, S Džeroski
Artificial Intelligence 70 (1), 375-392, 1994
2361994
Relational reinforcement learning
S Džeroski, L De Raedt, K Driessens
Machine learning 43 (1), 7-52, 2001
2252001
Hierarchical annotation of medical images
I Dimitrovski, D Kocev, S Loskovska, S Džeroski
Pattern Recognition 44 (10-11), 2436-2449, 2011
2242011
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