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 Vensprofessor, Katholieke Universiteit LeuvenVerified email at kuleuven.be
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
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
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Nataša AtanasovaVerified email at fgg.uni-lj.si
Suzana LoshkovskaSs. Cyril and Methodius University SkopjeVerified email at finki.ukim.mk
Leander SchietgatResearch & Innovation Manager, Artificial Intelligence Lab, VUBVerified email at vub.be
Ivan BratkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Nikola SimidjievskiUniversity of Cambridge, United KingdomVerified email at cam.ac.uk
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

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	1465	1994
Is combining classifiers with stacking better than selecting the best one? S Džeroski, B Ženko Machine learning 54 (3), 255-273, 2004	1249	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	1108	2013
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	953	2012
Relational data mining S Džeroski Data mining and knowledge discovery handbook, 887-911, 2010	944	2010
Decision trees for hierarchical multi-label classification C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel Machine learning 73, 185-214, 2008	864	2008
Relational reinforcement learning S Džeroski, L De Raedt, K Driessens Machine learning 43 (1), 7-52, 2001	539	2001
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	401	2019
Multi-relational data mining: an introduction S Džeroski ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003	386	2003
Learning model trees from evolving data streams E Ikonomovska, J Gama, S Džeroski Data mining and knowledge discovery 23, 128-168, 2011	379	2011
Tree ensembles for predicting structured outputs D Kocev, C Vens, J Struyf, S Džeroski Pattern Recognition 46 (3), 817-833, 2013	308	2013
Combining classifiers with meta decision trees L Todorovski, S Džeroski Machine learning 50, 223-249, 2003	295	2003
Learning nonrecursive definitions of relations with LINUS N Lavrač, S Džeroski, M Grobelnik Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991	289	1991
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	285	2007
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	279	2007
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	237	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	236	2009
First-order jk-clausal theories are PAC-learnable L De Raedt, S Džeroski Artificial Intelligence 70 (1), 375-392, 1994	231	1994
Hierarchical annotation of medical images I Dimitrovski, D Kocev, S Loskovska, S Džeroski Pattern Recognition 44 (10-11), 2436-2449, 2011	221	2011
Decision trees for hierarchical multilabel classification: A case study in functional genomics H Blockeel, L Schietgat, J Struyf, S Džeroski, A Clare Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on …, 2006	195	2006

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