Saso Dzeroski - Google Scholar

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	All	Since 2015
Citations	20591	7522
h-index	64	38
i10-index	262	134

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Co-authors

Ljupco TodorovskiProfessor of Informatics, University of LjubljanaVerified email at fu.uni-lj.si
Dragi KocevJožef Stefan InstituteVerified email at ijs.si
Nada LavracJozef Stefan InstituteVerified email at ijs.si
Hendrik BlockeelDepartment of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
Panče PanovJožef Stefan InstituteVerified email at ijs.si
Celine Vensassociate professor, Katholieke Universiteit LeuvenVerified email at kuleuven.be
Ivan BratkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Tomaž ErjavecJožef Stefan InstituteVerified email at ijs.si
Luc De Raedtprofessor, KU LeuvenVerified email at cs.kuleuven.be
Ivica DimitrovskiFaculty of Computer Science and Engineering, Ss. Cyril and Methodius University in SkopjeVerified email at finki.ukim.mk
Leander SchietgatBusiness Developer, Artificial Intelligence Lab, VUBVerified email at vub.be
Nataša AtanasovaVerified email at fgg.uni-lj.si
Michelangelo CeciUniversity of Bari "A. Moro"Verified email at di.uniba.it
Suzana LoshkovskaSs. Cyril and Methodiuos University SkopjeVerified email at finki.ukim.mk
Dimitar HristovskiUniversity of Ljubljana, Medical faculty, Institute for biostatistics and medical informaticsVerified email at mf.uni-lj.si
Dejan GjorgjevikjProfessor of Computer Science, Ss. Cyril and Methodius University in SkopjeVerified email at finki.ukim.mk
Gjorgji MadjarovAssociate Professor at Faculty of Computer Science and EngineeringVerified email at finki.ukim.mk
Kurt DriessensAssociate Professor, Maastricht UniversityVerified email at maastrichtuniversity.nl
Jurica LevaticPostdoc, Genome Data Science lab, Institute for Research in Biomedicine, Barcelona, SpainVerified email at irbbarcelona.org
Paul Henning KroghSenior scientistVerified email at bios.au.dk

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1669	2007
Inductive Logic Programming. N Lavrac, S Dzeroski Ellis Horwood; http://www-ai.ijs.si/SasoDzeroski/ILPBook/ILPbook.pdf, 1994	1300	1994
Relational data mining S Džeroski Data Mining and Knowledge Discovery Handbook, 887-911, 2009	867	2009
Is combining classifiers with stacking better than selecting the best one? S Džeroski, B Ženko Machine learning 54 (3), 255-273, 2004	732	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	697	2013
The monk's problems a performance comparison of different learning algorithms SB Thrun, J Bala, E Bloedorn, I Bratko, B Cestnik, J Cheng, K De Jong, ...	603	1991
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	589	2012
Decision trees for hierarchical multi-label classification C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel Machine learning 73 (2), 185, 2008	568	2008
Relational reinforcement learning S Džeroski, L De Raedt, K Driessens Machine learning 43 (1-2), 7-52, 2001	500	2001
Multi-relational data mining: an introduction S Džeroski ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003	336	2003
Learning nonrecursive definitions of relations with LINUS N Lavrač, S Džeroski, M Grobelnik European Working Session on Learning, 265-281, 1991	261	1991
Combining classifiers with meta decision trees L Todorovski, S Džeroski Machine learning 50 (3), 223-249, 2003	243	2003
Learning model trees from evolving data streams E Ikonomovska, J Gama, S Džeroski Data mining and knowledge discovery 23 (1), 128-168, 2011	240	2011
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	221	2007
First-order jk-clausal theories are PAC-learnable L De Raedt, S Džeroski Artificial Intelligence 70 (1), 375-392, 1994	208	1994
Relational Data Mining N Lavrac, S Dzeroski Springer-Verlag New York, Inc., Secaucus, NJ, 2001	189	2001
Tree ensembles for predicting structured outputs D Kocev, C Vens, J Struyf, S Džeroski Pattern Recognition 46 (3), 817-833, 2013	180	2013
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	168	2010
Ensembles of multi-objective decision trees D Kocev, C Vens, J Struyf, S Džeroski European conference on machine learning, 624-631, 2007	168	2007
Supporting discovery in medicine by association rule mining in Medline and UMLS D Hristovski, J Stare, B Peterlin, S Dzeroski Studies in health technology and informatics, 1344-1348, 2001	165	2001

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