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Panče Panov
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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
9112013
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
1552010
Combining bagging and random subspaces to create better ensembles
P Panov, S Džeroski
Advances in Intelligent Data Analysis VII: 7th International Symposium on …, 2007
1332007
OntoDM: An ontology of data mining
P Panov, S Džeroski, L Soldatova
2008 IEEE International Conference on Data Mining Workshops, 752-760, 2008
1282008
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
1062006
Ontology of core data mining entities
P Panov, L Soldatova, S Džeroski
Data Mining and Knowledge Discovery 28, 1222-1265, 2014
802014
Multi-label classification via multi-target regression on data streams
A Osojnik, P Panov, S Džeroski
Machine Learning 106, 745-770, 2017
692017
Generic ontology of datatypes
P Panov, LN Soldatova, S Džeroski
Information Sciences 329, 900-920, 2016
552016
Towards an Ontology of Data Mining Investigations.
P Panov, LN Soldatova, S Dzeroski
Discovery Science 5808, 257-271, 2009
462009
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 computational biology 9 (1), e1002852, 2013
452013
OntoDM-KDD: ontology for representing the knowledge discovery process
P Panov, L Soldatova, S Džeroski
Discovery Science: 16th International Conference, DS 2013, Singapore …, 2013
452013
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
402018
Tree-based methods for online multi-target regression
A Osojnik, P Panov, S Džeroski
Journal of Intelligent Information Systems 50, 315-339, 2018
322018
Inductive databases and constraint-based data mining
S Džeroski, B Goethals, P Panov
Springer, 2010
28*2010
Machine learning ensemble methods in
S Džeroski, P Panov, B Ženko
252009
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
222006
Representing entities in the OntoDM data mining ontology
P Panov, S Džeroski, LN Soldatova
Inductive Databases and Constraint-Based Data Mining, 27-58, 2010
212010
Comparison of tree-based methods for multi-target regression on data streams
A Osojnik, P Panov, S Džeroski
New Frontiers in Mining Complex Patterns: 4th International Workshop, NFMCP …, 2016
112016
A modular ontology of data mining
P Panov
PhD thesis, Jožef Stefan Iternational Postgraduate School, Ljubljana, Slovenia, 2012
112012
Itemset support queries using frequent itemsets and their condensed representations
T Mielikäinen, P Panov, S Džeroski
Discovery Science: 9th International Conference, DS 2006, Barcelona, Spain …, 2006
112006
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Articles 1–20