Blaž Škrlj

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Nada LavracJozef Stefan InstituteVerified email at ijs.si
Senja Pollakresearcher, Jožef Stefan Institute, Coordinator of EMBEDDIA (H2020)Verified email at ijs.si
Matej MartincResearcher, Jozef Stefan InstituteVerified email at ijs.si
Marko Robnik-ŠikonjaProfessor od Computer Science and Informatics, University of LjubljanaVerified email at fri.uni-lj.si
Janez KoncNational Institute of ChemistryVerified email at cmm.ki.si
Boshko KoloskiJozef Stefan InstituteVerified email at ijs.si
Matej PetkovićJožef Stefan InstituteVerified email at ijs.si
Andraž PeliconPhD student, Jozef Stefan InstituteVerified email at ijs.si
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Daniela ZaharieWest University of TimisoaraVerified email at e-uvt.ro
Kristian MiokWest University of TimișoaraVerified email at e-uvt.ro
Sebastian MežnarJozef Stefan InstituteVerified email at student.uni-lj.si
Dragi KocevJožef Stefan InstituteVerified email at ijs.si
Samo LešnikUniversity of Maribor, Faculty of Chemistry and Chemical EngineeringVerified email at um.si
Marina DermastiaProfessor of Cell Biology and Plant Biology, University of Ljubljana and Scientific Councillor, National Institute of Biology, SloveniaVerified email at nib.si
Maruša Pompe NovakNational Institute of BiologyVerified email at nib.si
Aleš KladnikUniversity of Ljubljana, Biotechnical Faculty, Department of BiologyVerified email at bf.uni-lj.si
Thomas RoitschUniversity of CopenhagenVerified email at plen.ku.dk
kristina grudennational institute of biologyVerified email at nib.si
Ziva RamsakResearch Assistant, National Institute of BiologyVerified email at nib.si

Blaž Škrlj

Jozef Stefan Institute

Verified email at ijs.si

Machine learning Complex networks


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
tax2vec: Constructing interpretable features from taxonomies for short text classification B Škrlj, M Martinc, J Kralj, N Lavrač, S Pollak Computer Speech & Language 65, 101104, 2021	24	2021
RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation B Škrlj, A Repar, S Pollak International Conference on Statistical Language and Speech Processing, 311-323, 2019	16	2019
Towards robust text classification with semantics-aware recurrent neural architecture B Škrlj, J Kralj, N Lavrač, S Pollak Machine Learning and Knowledge Extraction 1 (2), 575-589, 2019	16	2019
Zero-shot learning for cross-lingual news sentiment classification A Pelicon, M Pranjić, D Miljković, B Škrlj, S Pollak Applied Sciences 10 (17), 5993, 2020	15	2020
Propositionalization and embeddings: two sides of the same coin N Lavrač, B Škrlj, M Robnik-Šikonja Machine Learning 109 (7), 1465-1507, 2020	13	2020
Prediction uncertainty estimation for hate speech classification K Miok, D Nguyen-Doan, B Škrlj, D Zaharie, M Robnik-Šikonja International Conference on Statistical Language and Speech Processing, 286-298, 2019	11	2019
Py3plex toolkit for visualization and analysis of multilayer networks B Škrlj, J Kralj, N Lavrač Applied Network Science 4 (1), 1-24, 2019	10	2019
CBSSD: Community-based semantic subgroup discovery B Škrlj, J Kralj, N Lavrač Journal of Intelligent Information Systems 53 (2), 265-304, 2019	10	2019
GenProBiS: web server for mapping of sequence variants to protein binding sites J Konc, B Skrlj, N Erzen, T Kunej, D Janezic Nucleic acids research 45 (W1), W253-W259, 2017	10	2017
To ban or not to ban: Bayesian attention networks for reliable hate speech detection K Miok, B Škrlj, D Zaharie, M Robnik-Šikonja Cognitive Computation, 1-19, 2021	9	2021
Feature importance estimation with self-attention networks B Škrlj, S Džeroski, N Lavrač, M Petkovič arXiv preprint arXiv:2002.04464, 2020	9	2020
Community-based semantic subgroup discovery B Škrlj, J Kralj, A Vavpetič, N Lavrač International Workshop on New Frontiers in Mining Complex Patterns, 182-196, 2017	9	2017
Py3plex: a library for scalable multilayer network analysis and visualization B Škrlj, J Kralj, N Lavrač International Conference on Complex Networks and their Applications, 757-768, 2018	8	2018
Multilingual gender classification with multi-view deep learning M Martinc, B Skrlj, S Pollak Proceedings of the Ninth International Conference of the CLEF Association …, 2018	8	2018
Embedding-based Silhouette community detection B Škrlj, J Kralj, N Lavrač Machine Learning 109 (11), 2161-2193, 2020	7	2020
Insights from ion binding site network analysis into evolution and functions of proteins B Škrlj, T Kunej, J Konc Molecular informatics 37 (6-7), 1700144, 2018	7	2018
BoBER: web interface to the base of bioisosterically exchangeable replacements S Lešnik, B Škrlj, N Eržen, U Bren, S Gobec, J Konc, D Janežič Journal of cheminformatics 9 (1), 1-8, 2017	7	2017
Tnt-kid: Transformer-based neural tagger for keyword identification M Martinc, B Škrlj, S Pollak Natural Language Engineering, 1-40, 2020	5	2020
Fake or Not: Distinguishing between Bots, Males and Females. M Martinc, B Skrlj, S Pollak CLEF (Working Notes), 2019	5	2019
Computational identification of non-synonymous polymorphisms within regions corresponding to protein interaction sites B Skrlj, T Kunej Computers in biology and medicine 79, 30-35, 2016	5	2016

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