Saso Dzeroski

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Ljupco TodorovskiFull Professor, University of Ljubljana, Faculty of Mathematics and PhysicsPotvrđena adresa e-pošte na fmf.uni-lj.si
Dragi KocevJožef Stefan InstitutePotvrđena adresa e-pošte na ijs.si
Nada LavracJozef Stefan InstitutePotvrđena adresa e-pošte na ijs.si
Bernard ŽenkoJožef Stefan InstitutePotvrđena adresa e-pošte na ijs.si
Panče PanovJožef Stefan InstitutePotvrđena adresa e-pošte na ijs.si
Hendrik BlockeelDepartment of Computer Science, KU LeuvenPotvrđena adresa e-pošte na cs.kuleuven.be
Celine Vensprofessor, Katholieke Universiteit LeuvenPotvrđena adresa e-pošte na kuleuven.be
Michelangelo CeciUniversity of Bari "A. Moro"Potvrđena adresa e-pošte na di.uniba.it
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityPotvrđena adresa e-pošte na cs.kuleuven.be
Tomaž ErjavecJožef Stefan InstitutePotvrđena adresa e-pošte na ijs.si
Ivica DimitrovskiFaculty of Computer Science and Engineering, Ss. Cyril and Methodius University in SkopjePotvrđena adresa e-pošte na finki.ukim.mk
Matej PetkovićFaculty of mathematics and physics, Universtity of LjubljanaPotvrđena adresa e-pošte na fmf.uni-lj.si
Jurica LevaticPostdoc, Department of Knowledge Technologies, Jožef Stefan Institute, Ljubljana, SloveniaPotvrđena adresa e-pošte na ijs.si
Leander SchietgatResearch & Innovation Manager, Artificial Intelligence Lab, VUBPotvrđena adresa e-pošte na vub.be
Nataša AtanasovaPotvrđena adresa e-pošte na fgg.uni-lj.si
Suzana LoshkovskaSs. Cyril and Methodius University SkopjePotvrđena adresa e-pošte na finki.ukim.mk
Kurt DriessensAssociate Professor, Maastricht UniversityPotvrđena adresa e-pošte na maastrichtuniversity.nl
Aljaž OsojnikResearcher, Jožef Stefan InstitutePotvrđena adresa e-pošte na ijs.si
Ivan BratkoProfessor of Computer Science, University of LjubljanaPotvrđena adresa e-pošte na fri.uni-lj.si
Nikola SimidjievskiUniversity of Cambridge, United KingdomPotvrđena adresa e-pošte na cam.ac.uk

Prati

Saso Dzeroski

Jozef Stefan Institute, Dept. of Knowledge Technologies

Potvrđena adresa e-pošte na ijs.si - Početna stranica

Data Mining Machine Learning Applications in Environmental and Life Sciences


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Inductive Logic Programming. N Lavrac, S Dzeroski Ellis Horwood; http://www-ai.ijs.si/SasoDzeroski/ILPBook/ILPbook.pdf, 1994	1460	1994
Is combining classifiers with stacking better than selecting the best one? S Džeroski, B Ženko Machine learning 54 (3), 255-273, 2004	1278	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	1151	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	974	2012
Relational data mining S Džeroski Data mining and knowledge discovery handbook, 887-911, 2010	950	2010
Decision trees for hierarchical multi-label classification C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel Machine learning 73, 185-214, 2008	883	2008
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	449	2019
Relational reinforcement learning S Dzeroski, L De Raedt, K Driessens CW Reports, 2001	449	2001
Learning model trees from evolving data streams E Ikonomovska, J Gama, S Džeroski Data mining and knowledge discovery 23, 128-168, 2011	390	2011
Multi-relational data mining: an introduction S Džeroski ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003	381	2003
Tree ensembles for predicting structured outputs D Kocev, C Vens, J Struyf, S Džeroski Pattern Recognition 46 (3), 817-833, 2013	318	2013
Combining classifiers with meta decision trees L Todorovski, S Džeroski Machine learning 50, 223-249, 2003	297	2003
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	292	2007
Learning nonrecursive definitions of relations with LINUS N Lavrač, S Džeroski, M Grobelnik Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991	287	1991
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	284	2007
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	243	2009
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	240	2010
First-order jk-clausal theories are PAC-learnable L De Raedt, S Džeroski Artificial Intelligence 70 (1), 375-392, 1994	236	1994
Relational reinforcement learning S Džeroski, L De Raedt, K Driessens Machine learning 43 (1), 7-52, 2001	225	2001
Hierarchical annotation of medical images I Dimitrovski, D Kocev, S Loskovska, S Džeroski Pattern Recognition 44 (10-11), 2436-2449, 2011	224	2011

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