Saso Dzeroski

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Ljupco TodorovskiFull Professor, University of Ljubljana, Faculty of Mathematics and PhysicsVerified email at fmf.uni-lj.si
Dragi KocevJožef Stefan InstituteVerified email at ijs.si
Nada LavracJozef Stefan InstituteVerified email at ijs.si
Bernard ŽenkoJožef Stefan InstituteVerified email at ijs.si
Panče PanovJožef Stefan InstituteVerified email at ijs.si
Hendrik BlockeelDepartment of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
Celine Vensassociate professor, Katholieke Universiteit LeuvenVerified email at kuleuven.be
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Ivan BratkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Michelangelo CeciUniversity of Bari "A. Moro"Verified email at di.uniba.it
Tomaž ErjavecJožef Stefan InstituteVerified email at ijs.si
Ivica DimitrovskiFaculty of Computer Science and Engineering, Ss. Cyril and Methodius University in SkopjeVerified email at finki.ukim.mk
Nataša AtanasovaVerified email at fgg.uni-lj.si
Jurica LevaticPostdoc, Department of Knowledge Technologies, Jožef Stefan Institute, Ljubljana, SloveniaVerified email at ijs.si
Matej PetkovićFaculty of mathematics and physics, Universtity of LjubljanaVerified email at fmf.uni-lj.si
Leander SchietgatResearch & Innovation Manager, Artificial Intelligence Lab, VUBVerified email at vub.be
Suzana LoshkovskaSs. Cyril and Methodius University SkopjeVerified email at finki.ukim.mk
Dejan GjorgjevikjSs. Cyril and Methodius University, Skopje, Faculty of Computer Science and EngineeringVerified email at finki.ukim.mk
Gjorgji MadjarovProfessor at FCSE, Ss.Cyril and Methodius University in SkopjeVerified email at finki.ukim.mk
Nikola SimidjievskiUniversity of Cambridge, United KingdomVerified email at cam.ac.uk

Saso Dzeroski

Jozef Stefan Institute, Dept. of Knowledge Technologies

Verified email at ijs.si - Homepage

Data Mining Machine Learning Applications in Environmental and Life Sciences


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Inductive Logic Programming. N Lavrac, S Dzeroski Ellis Horwood; http://www-ai.ijs.si/SasoDzeroski/ILPBook/ILPbook.pdf, 1994	1434	1994
Is combining classifiers with stacking better than selecting the best one? S Džeroski, B Ženko Machine learning 54 (3), 255-273, 2004	1146	2004
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	989	2013
Relational data mining S Džeroski Data mining and knowledge discovery handbook, 887-911, 2010	916	2010
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	883	2012
Decision trees for hierarchical multi-label classification C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel Machine learning 73, 185-214, 2008	797	2008
The monk's problems: A performance comparison of different learning algorithms SB Thrun, JW Bala, E Bloedorn, I Bratko, B Cestnik, J Cheng, KA De Jong, ...	650	1991
Relational reinforcement learning S Džeroski, L De Raedt, K Driessens Machine learning 43 (1), 7-52, 2001	514	2001
Multi-relational data mining: an introduction S Džeroski ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003	387	2003
Learning model trees from evolving data streams E Ikonomovska, J Gama, S Džeroski Data mining and knowledge discovery 23, 128-168, 2011	347	2011
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), 1-23, 2019	312	2019
Learning nonrecursive definitions of relations with LINUS N Lavrač, S Džeroski, M Grobelnik Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991	288	1991
Combining classifiers with meta decision trees L Todorovski, S Džeroski Machine learning 50, 223-249, 2003	283	2003
Tree ensembles for predicting structured outputs D Kocev, C Vens, J Struyf, S Džeroski Pattern Recognition 46 (3), 817-833, 2013	280	2013
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	273	2007
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	263	2007
First-order jk-clausal theories are PAC-learnable L De Raedt, S Džeroski Artificial Intelligence 70 (1), 375-392, 1994	233	1994
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	219	2010
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	214	2009
Hierarchical annotation of medical images I Dimitrovski, D Kocev, S Loskovska, S Džeroski Pattern Recognition 44 (10-11), 2436-2449, 2011	193	2011

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