Conference articles

2016

Aljaž Osojnik, Panče Panov, Sašo Džeroski,
Comparison of tree-based methods for multi-target regression on data streams,
In: New frontiers in mining complex patterns - 4th International Workshop, NFMCP 2015 held in conjunction with ECML-PKDD 2015 Porto, Portugal, September 7, 2015:revised and selected papers
Lecture notes in computer science, Vol. 9607, pg. 17-31, 2016.
Larisa N. Soldatova, Panče Panov, Sašo Džeroski,
Ontology engineering: from an art to a craft,
In: Ontology engineering : 12th International Experiences and Directions Workshop on OW, OWLED, 2015, Co-located with ISWC 2015, Bethlehem, Pa, USA, October 9-10, 2015: revised and selected papers
Lecture notes in computer science, Vol. 9557, pg. 174-181, 2016.

2015

Jan Kralj, Panče Panov, Sašo Džeroski
Expanding the OntoDM ontology with network analysis tasks and algorithms
In: 18th International Multi-conference Information Society (IS-2015) - Intelligent Systems Conference, October 7th 2015, Ljubljana, Slovenia
Matej Petković, Panče Panov, Sašo Džeroski
Izboljšano ocenjevanje pomembnosti zveznih značilk
In: 18th International Multi-conference Information Society (IS-2015) - Intelligent Systems Conference, October 7th 2015, Ljubljana, Slovenia
Larisa N. Soldatova, Panče Panov, Sašo Džeroski
Ontology Engineering: From an Art to a Craft – The Case of the Data Mining Ontologies
In: 12th OWL: Experiences and Directions Workshop (OWLED), 9th – 10th October 2015, Bethlehem, Pennsylvania, U.S.A.
Aljaž Osojnik, Panče Panov, Sašo Džeroski,
Multi-label Classification via Multi-target Regression on Data Streams,
In: Discovery science : 18th International Conference, DS 2015, Banff, Canada, October 4-6, 2015
Lecture notes in computer science, Vol. 9356, pg. 170-185
Aljaž Osojnik, Panče Panov, Sašo Džeroski,
Tree-based approaches for multi-target regression on data streams,
In: ECML PKDD 2015 : proceedings of the 4th Workshop on New Frontiers in Mining Complex Paterns, (NFMCP 2015), September 07-11, 2015, Porto, Portugal
Panče Panov, Larisa N. Soldatova, Sašo Džeroski,
Representing bioinformatics datatypes using the OntoDT ontology,
In: 6th International Conference on Biomedical Ontology, July 27-30, Lisbon, Portugal.

2013

Panče Panov, Larisa N. Soldatova, Sašo Džeroski
OntoDM-KDD : ontology for representing the knowledge discovery process,
In: Discovery science : 16th International Conference, DS 2013, Singapore, October 6-9, 2013, proceedings,
Lecture notes in artificial intelligence Vol. 8140, pp. 126-140, Springer, 2013

2012

Larisa N. Soldatova, Sašo Džeroski, Panče Panov,
Relations for information entities,
In: The 15th Annual Bio-Ontologies Meeting, July 13-14, 2012, Long Beach, Ca, USA, 2012, pg. 1-4.

2009

Panče Panov, Larisa N. Soldatova, Sašo Džeroski,
Towards an ontology of data mining investigations,
In: Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009
Lect. notes comput. sci., vol. 5808, pg. 257-271, 2009.
Panče Panov, Larisa N. Soldatova, Sašo Džeroski,
OntoDM : towards an ontology od data mining investigations,
In: Third generation data mining: towards service-oriented knowledge discovery, SoKD'09 : September 7, 2009, pg. 114-118.

2008

Panče Panov, Sašo Džeroski, Larisa N. Soldatova,
OntoDM : an ontology of data mining,
In: ICDM workshops 2008 : proceedings, Francesco Bonchi, ur., Los Alamitos (California), Washington, Tokyo, IEEE Computer Society Conference Publishing Services, cop. 2008, pg. 752-760.

2007

Panče Panov, Sašo Džeroski,
Combining bagging and random subspaces to create better ensembles,
In: 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007. Proceedings
Lect. notes comput. sci., vol. 4723, pg. 118-129, 2007.

2006

Taneli Mielikäinen, Panče Panov, Sašo Džeroski,
Itemset support queries using frequent itemsets and their condensed representations,
In: Discovery science : 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006 : proceedings,
Lecture notes in computer science, vol. 4265, Berlin, Heidelberg, Springer, 2006, pg. 161-172.
Sašo Džeroski, Andrej Kobler, Valentin Gjorgjioski, Panče Panov,
Using decision trees to predict forest stand height and canopy cover from LANSAT and LIDAR data,
In: Managing environmental knowledge : EnviroInfo 2006 : proceedings of the 20th International Conference on Informatics for Environmental Protection, September 6-8,2006, Graz, Austria, 2006, pg. 125-133.
Aneta Trajanov, Panče Panov, Nathalie Colbach, Marko Debeljak, Sašo Džeroski, Antoine Messéan,
Using simulation models and data mining to study co-existence of Gm/Non-GM crops at regional level,
In: Managing environmental knowledge : EnviroInfo 2006 : proceedings of the 20th International Conference on Informatics for Environmental Protection, September 6-8,2006, Graz, Austria, 2006, pg. 493-500.
Daniela Stojanova, Panče Panov, Andrej Kobler, Sašo Džeroski, Katerina Taškova,
Learning to predict forest fires with different data mining techniques,
In: Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006, (Informacijska družba), Ljubljana, Institut "Jožef Stefan", 2006, pg. 255-258.
Katerina Taškova, Panče Panov, Andrej Kobler, Sašo Džeroski, Daniela Stojanova,
Predicting forest stand properties from satellite images with different data mining techniques,
In: Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006, (Informacijska družba), Ljubljana, Institut "Jožef Stefan", 2006, pg. 259-262.

2005

Panče Panov, Sašo Džeroski, Hendrik Blockeel, Suzana Loškovska,
Predictive data mining using itemset frequencies,
In: Zbornik 8. mednarodne multikonference Informacijska družba IS 2005, 11. do 17. oktober 2005, (Informacijska družba), Ljubljana, Institut "Jožef Stefan", 2005, pg. 224-227.