Saso Dzeroski - Google Scholar Citations

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Citations	20069	7093
h-index	64	37
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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
Tomaž ErjavecJožef Stefan InstituteVerified email at ijs.si
Ivan BratkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.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
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
Dimitar HristovskiUniversity of Ljubljana, Medical faculty, Institute for biostatistics and medical informaticsVerified email at mf.uni-lj.si
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	1617	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	859	2009
Is combining classifiers with stacking better than selecting the best one? S Džeroski, B Ženko Machine learning 54 (3), 255-273, 2004	703	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	677	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, ...	608	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	561	2012
Decision trees for hierarchical multi-label classification C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel Machine learning 73 (2), 185, 2008	553	2008
Relational reinforcement learning S Džeroski, L De Raedt, K Driessens Machine learning 43 (1-2), 7-52, 2001	486	2001
Multi-relational data mining: an introduction S Džeroski ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003	325	2003
Learning nonrecursive definitions of relations with LINUS N Lavrač, S Džeroski, M Grobelnik European Working Session on Learning, 265-281, 1991	254	1991
Combining classifiers with meta decision trees L Todorovski, S Džeroski Machine learning 50 (3), 223-249, 2003	237	2003
Learning model trees from evolving data streams E Ikonomovska, J Gama, S Džeroski Data mining and knowledge discovery 23 (1), 128-168, 2011	230	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	217	2007
First-order jk-clausal theories are PAC-learnable L De Raedt, S Džeroski Artificial Intelligence 70 (1), 375-392, 1994	206	1994
Relational Data Mining N Lavrac, S Dzeroski Springer-Verlag New York, Inc., Secaucus, NJ, 2001	186	2001
Tree ensembles for predicting structured outputs D Kocev, C Vens, J Struyf, S Džeroski Pattern Recognition 46 (3), 817-833, 2013	175	2013
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	162	2001
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	161	2010
Decision trees for hierarchical multilabel classification: A case study in functional genomics H Blockeel, L Schietgat, J Struyf, S Džeroski, A Clare European Conference on Principles of Data Mining and Knowledge Discovery, 18-29, 2006	161	2006

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