Saso Dzeroski

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	All	Since 2015
Citations	21274	8149
h-index	66	41
i10-index	264	141

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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
Michelangelo CeciUniversity of Bari "A. Moro"Verified email at di.uniba.it
Nataša AtanasovaVerified email at fgg.uni-lj.si
Suzana LoshkovskaSs. Cyril and Methodiuos University SkopjeVerified email at finki.ukim.mk
Jurica LevaticPostdoc, Genome Data Science lab, Institute for Research in Biomedicine, Barcelona, SpainVerified email at irbbarcelona.org
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
Dimitar HristovskiUniversity of Ljubljana, Medical faculty, Institute for biostatistics and medical informaticsVerified email at mf.uni-lj.si
Kurt DriessensAssociate Professor, Maastricht UniversityVerified email at maastrichtuniversity.nl
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	1697	2007
Inductive Logic Programming. N Lavrac, S Dzeroski Ellis Horwood; http://www-ai.ijs.si/SasoDzeroski/ILPBook/ILPbook.pdf, 1994	1319	1994
Relational data mining S Džeroski Data Mining and Knowledge Discovery Handbook, 887-911, 2009	875	2009
Is combining classifiers with stacking better than selecting the best one? S Džeroski, B Ženko Machine learning 54 (3), 255-273, 2004	762	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	733	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	623	2012
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, ...	606	1991
Decision trees for hierarchical multi-label classification C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel Machine learning 73 (2), 185, 2008	594	2008
Relational reinforcement learning S Džeroski, L De Raedt, K Driessens Machine learning 43 (1-2), 7-52, 2001	512	2001
Multi-relational data mining: an introduction S Džeroski ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003	342	2003
Learning nonrecursive definitions of relations with LINUS N Lavrač, S Džeroski, M Grobelnik European Working Session on Learning, 265-281, 1991	267	1991
Learning model trees from evolving data streams E Ikonomovska, J Gama, S Džeroski Data mining and knowledge discovery 23 (1), 128-168, 2011	255	2011
Combining classifiers with meta decision trees L Todorovski, S Džeroski Machine learning 50 (3), 223-249, 2003	245	2003
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	231	2007
First-order jk-clausal theories are PAC-learnable L De Raedt, S Džeroski Artificial Intelligence 70 (1), 375-392, 1994	210	1994
Tree ensembles for predicting structured outputs D Kocev, C Vens, J Struyf, S Džeroski Pattern Recognition 46 (3), 817-833, 2013	203	2013
Relational Data Mining N Lavrac, S Dzeroski Springer-Verlag New York, Inc., Secaucus, NJ, 2001	189	2001
Ensembles of multi-objective decision trees D Kocev, C Vens, J Struyf, S Džeroski European conference on machine learning, 624-631, 2007	180	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), 2, 2010	178	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	171	2006

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