Panče Panov

Cited by

	All	Since 2016
Citations	1583	976
h-index	14	12
i10-index	18	15

240

120

180

20062007200820092010201120122013201420152016201720182019202020217 7 4 23 38 42 45 92 140 183 171 177 178 215 229 6

Co-authors

Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Larisa SoldatovaReader in Data Science, Goldsmiths, University of LondonVerified email at gold.ac.uk
Aljaž OsojnikResearcher, Jožef Stefan InstituteVerified email at ijs.si
Valentin GjorgjioskiJozef Stefan InstituteVerified email at ijs.si
Diego EstevesUniversität BonnVerified email at cs.uni-bonn.de
Tommaso SoruLiber AI, London // AKSW, University of LeipzigVerified email at informatik.uni-leipzig.de
Agnieszka ŁawrynowiczAssociate Professor, Poznan University of TechnologyVerified email at cs.put.poznan.pl
Katerina TaskovaSchool of Computer Science, The University of AucklandVerified email at auckland.ac.nz
Joaquin VanschorenEindhoven University of TechnologyVerified email at tue.nl
Nives SkuncaPostdoctoral Fellow, ETH ZürichVerified email at inf.ethz.ch
Tomislav ŠmucSenior scientist, Rudjer Boskovic Institute, Zagreb, CroatiaVerified email at irb.hr
Fran SupekGenome Data Science (group leader), IRB Barcelona; ICREA Research ProfessorVerified email at irb.hr
Matko BošnjakPhD candidate, University College LondonVerified email at ucl.ac.uk
Anita KriskoUniversity Medical Center Goettingen, Department of Experimental NeurodegenerationVerified email at med.uni-goettingen.de
Gustavo PublioPhD Student, Leipzig UniversityVerified email at informatik.uni-leipzig.de
Bernard ŽenkoJožef Stefan InstituteVerified email at ijs.si
Bart GoethalsProfessor of Computer Science, University of AntwerpVerified email at uantwerp.be
Hamid ZafarPhD Student in Computer Science at the University of BonnVerified email at cs.uni-bonn.de
Ilin TolovskiPhD Candidate, Hasso Plattner InstituteVerified email at hpi.de
Taneli MielikäinenYahoo!Verified email at yahoo-inc.com

Panče Panov

Jožef Stefan Institute

Verified email at ijs.si - Homepage

machine learning data mining knowledge representation ontology reproducible research


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	748	2013
Estimating vegetation height and canopy cover from remotely sensed data with machine learning D Stojanova, P Panov, V Gjorgjioski, A Kobler, S Džeroski Ecological Informatics 5 (4), 256-266, 2010	123	2010
Combining bagging and random subspaces to create better ensembles P Panov, S Džeroski International Symposium on Intelligent Data Analysis, 118-129, 2007	114	2007
OntoDM: An ontology of data mining P Panov, S Džeroski, L Soldatova 2008 IEEE International Conference on Data Mining Workshops, 752-760, 2008	100	2008
Learning to predict forest fires with different data mining techniques D Stojanova, P Panov, A Kobler, S Džeroski, K Taškova Conference on data mining and data warehouses (SiKDD 2006), Ljubljana …, 2006	77	2006
Ontology of core data mining entities P Panov, L Soldatova, S Džeroski Data Mining and Knowledge Discovery 28 (5-6), 1222-1265, 2014	56	2014
Multi-label classification via multi-target regression on data streams A Osojnik, P Panov, S Džeroski Machine Learning 106 (6), 745-770, 2017	46	2017
Towards an ontology of data mining investigations P Panov, LN Soldatova, S Džeroski International Conference on Discovery Science, 257-271, 2009	45	2009
Phyletic profiling with cliques of orthologs is enhanced by signatures of paralogy relationships N Škunca, M Bošnjak, A Kriško, P Panov, S Džeroski, T Šmuc, F Supek PLoS Comput Biol 9 (1), e1002852, 2013	44	2013
Generic ontology of datatypes P Panov, LN Soldatova, S Džeroski Information Sciences 329, 900-920, 2016	32	2016
Inductive databases and constraint-based data mining S Džeroski, B Goethals, P Panov Springer Science & Business Media, 2010	32	2010
OntoDM-KDD: ontology for representing the knowledge discovery process P Panov, L Soldatova, S Džeroski International Conference on Discovery Science, 126-140, 2013	30	2013
Using Decision Trees to Predict Forest Stand Height and Canopy Cover from LANDSAT and LIDAR Data. S Dzeroski, A Kobler, V Gjorgjioski, P Panov EnviroInfo, 125-133, 2006	20	2006
Representing entities in the OntoDM data mining ontology P Panov, S Džeroski, LN Soldatova Inductive Databases and Constraint-Based Data Mining, 27-58, 2010	17	2010
ML Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies GC Publio, D Esteves, A Ławrynowicz, P Panov, L Soldatova, T Soru, ... Enabling Reproducibility in Machine Learning MLTrain@RML (co-located with …, 2018	12	2018
Tree-based methods for online multi-target regression A Osojnik, P Panov, S Džeroski Journal of Intelligent Information Systems 50 (2), 315-339, 2018	12	2018
Machine learning ensemble methods in S Džeroski, P Panov, B Ženko	12	2009
Itemset support queries using frequent itemsets and their condensed representations T Mielikäinen, P Panov, S Džeroski International Conference on Discovery Science, 161-172, 2006	11	2006
A modular ontology of data mining P Panov PhD thesis, Jožef Stefan Iternational Postgraduate School, Ljubljana, Slovenia, 2012	9	2012
Comparison of tree-based methods for multi-target regression on data streams A Osojnik, P Panov, S Džeroski International Workshop on New Frontiers in Mining Complex Patterns, 17-31, 2015	8	2015

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors