Wordification: Propositionalization by unfolding relational data into bags of words M Perovšek, A Vavpetič, J Kranjc, B Cestnik, N Lavrač Expert Systems with Applications 42 (17-18), 6442-6456, 2015 | 41 | 2015 |
Semantic subgroup discovery systems and workflows in the SDM-toolkit A Vavpetič, N Lavrač The Computer Journal 56 (3), 304-320, 2013 | 41 | 2013 |
Using ontologies in semantic data mining with segs and g-segs N Lavrač, A Vavpetič, L Soldatova, I Trajkovski, PK Novak Discovery Science: 14th International Conference, DS 2011, Espoo, Finland …, 2011 | 39 | 2011 |
NLP Workflow for On-line Definition Extraction from English and Slovene Text Corpora S Pollak, A Vavpetič, J Kranjc, J Stefan, N Lavrac, Š Vintar Proceedings of KONVENS 2012, 53-60, 2012 | 25 | 2012 |
Towards semantic data mining with g-segs PK Novak, A Vavpetic, I Trajkovski, N Lavrac Proceedings of the 11th International Multiconference Information Society …, 2010 | 25 | 2010 |
Semantic data mining of financial news articles A Vavpetič, PK Novak, M Grčar, I Mozetič, N Lavrač Discovery Science: 16th International Conference, DS 2013, Singapore …, 2013 | 22 | 2013 |
Semantic subgroup explanations A Vavpetič, V Podpečan, N Lavrač Journal of Intelligent Information Systems, 1-22, 2014 | 20 | 2014 |
A wordification approach to relational data mining M Perovšek, A Vavpetič, B Cestnik, N Lavrač Discovery Science: 16th International Conference, DS 2013, Singapore …, 2013 | 20 | 2013 |
TermEnsembler: An ensemble learning approach to bilingual<? br?> term extraction and alignment A Repar, V Podpečan, A Vavpetič, N Lavrač, S Pollak Terminology 25 (1), 93-120, 2019 | 16 | 2019 |
Relational and Semantic Data Mining: —Invited Talk— N Lavrač, A Vavpetič Logic Programming and Nonmonotonic Reasoning: 13th International Conference …, 2015 | 13 | 2015 |
Community-based semantic subgroup discovery B Škrlj, J Kralj, A Vavpetič, N Lavrač New Frontiers in Mining Complex Patterns: 6th International Workshop, NFMCP …, 2018 | 10 | 2018 |
Explaining mixture models through semantic pattern mining and banded matrix visualization PR Adhikari, A Vavpetič, J Kralj, N Lavrač, J Hollmén Machine Learning 105, 3-39, 2016 | 10 | 2016 |
Explaining subgroups through ontologies A Vavpetič, V Podpečan, S Meganck, N Lavrač PRICAI 2012: Trends in Artificial Intelligence: 12th Pacific Rim …, 2012 | 9 | 2012 |
An implementation of the Pathfinder algorithm for sparse networks and its application on text networks V Batagelj, V Podpečan, A Vavpetič In Proceedings of the 12th International Multiconference Information Society …, 2009 | 9* | 2009 |
Semantic Data Mining System g-SEGS A Vavpetic, I Trajkovski, PK Novak, N Lavrac eCML PKDD 2011, 17, 2011 | 8 | 2011 |
Propositionalization online N Lavrač, M Perovšek, A Vavpetič Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 7 | 2014 |
Network ranking assisted semantic data mining J Kralj, A Vavpetič, M Dumontier, N Lavrač Bioinformatics and Biomedical Engineering: 4th International Conference …, 2016 | 5 | 2016 |
Explaining mixture models through semantic pattern mining and banded matrix visualization PR Adhikari, A Vavpetič, J Kralj, N Lavrač, J Hollmén Discovery Science: 17th International Conference, DS 2014, Bled, Slovenia …, 2014 | 5 | 2014 |
NLP web services for Slovene and English: morphosyntactic tagging, lemmatisation and definition extraction S Pollak, N Trdin, A Vavpetič, T Erjavec Informatica 36 (4), 2012 | 5 | 2012 |
A wordification approach to relational data mining: Early results M Perovšek, A Vavpetic, N Lavrac Late Breaking Papers of the 22nd International Conference on Inductive Logic …, 2012 | 5 | 2012 |