Jan Kralj

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 20

Top Topics

Top Venues

J. Intell. Inf. Syst.

Discovery Science

Publications

Jan Kralj, Blaz Skrlj, Ziva Ramsak, Nada Lavrac, Kristina Gruden
DDeMON: Ontology-based function prediction by Deep Learning from Dynamic Multiplex Networks. CoRR (2023)
Blaz Skrlj, Jan Kralj, Janez Konc, Marko Robnik-Sikonja, Nada Lavrac
Deep node ranking for neuro-symbolic structural node embedding and classification. Int. J. Intell. Syst. 37 (1) (2022)
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. Comput. Speech Lang. 65 (2021)
Blaz Skrlj, Jan Kralj, Nada Lavrac
Embedding-based Silhouette community detection. Mach. Learn. 109 (11) (2020)
Ping Xiao, Hannu Toivonen, Oskar Gross, Amílcar Cardoso, João Correia, Penousal Machado, Pedro Martins, Hugo Gonçalo Oliveira, Rahul Sharma, Alexandre Miguel Pinto, Alberto Díaz, Virginia Francisco, Pablo Gervás, Raquel Hervás, Carlos León, Jamie Forth, Matthew Purver, Geraint A. Wiggins, Dragana Miljkovic, Vid Podpecan, Senja Pollak, Jan Kralj, Martin Znidarsic, Marko Bohanec, Nada Lavrac, Tanja Urbancic, Frank van der Velde, Stuart Adam Battersby
Conceptual Representations for Computational Concept Creation. ACM Comput. Surv. 52 (1) (2019)
Blaz Skrlj, Jan Kralj, Janez Konc, Marko Robnik-Sikonja, Nada Lavrac
Deep Node Ranking: an Algorithm for Structural Network Embedding and End-to-End Classification. CoRR (2019)
Blaz Skrlj, Jan Kralj, Nada Lavrac
Embedding-based Silhouette Community Detection. CoRR (2019)
Jan Kralj, Marko Robnik-Sikonja, Nada Lavrac
NetSDM: Semantic Data Mining with Network Analysis. J. Mach. Learn. Res. 20 (2019)
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CoRR (2019)
Blaz Skrlj, Jan Kralj, Nada Lavrac
CBSSD: community-based semantic subgroup discovery. J. Intell. Inf. Syst. 53 (2) (2019)
Blaz Skrlj, Jan Kralj, Nada Lavrac, Senja Pollak
Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture. Mach. Learn. Knowl. Extr. 1 (2) (2019)
Blaz Skrlj, Jan Kralj, Nada Lavrac
Symbolic Graph Embedding using Frequent Pattern Mining. CoRR (2019)
Blaz Skrlj, Nada Lavrac, Jan Kralj
Symbolic Graph Embedding Using Frequent Pattern Mining. DS (2019)
Blaz Skrlj, Jan Kralj, Nada Lavrac
Py3plex toolkit for visualization and analysis of multilayer networks. Appl. Netw. Sci. 4 (1) (2019)
Blaz Skrlj, Jan Kralj, Nada Lavrac
Py3plex: A Library for Scalable Multilayer Network Analysis and Visualization. COMPLEX NETWORKS (1) (2018)
Blaz Skrlj, Jan Kralj, Nada Lavrac
Targeted End-to-End Knowledge Graph Decomposition. ILP (2018)
Jan Kralj, Marko Robnik-Sikonja, Nada Lavrac
HINMINE: heterogeneous information network mining with information retrieval heuristics. J. Intell. Inf. Syst. 50 (1) (2018)
Blaz Skrlj, Jan Kralj, Anze Vavpetic, Nada Lavrac
Community-Based Semantic Subgroup Discovery. NFMCP@PKDD/ECML (2017)
Jan Kralj, Anze Vavpetic, Michel Dumontier, Nada Lavrac
Network Ranking Assisted Semantic Data Mining. IWBBIO (2016)
Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac, Jaakko Hollmén
Explaining mixture models through semantic pattern mining and banded matrix visualization. Mach. Learn. 105 (1) (2016)
Jan Kralj, Anita Valmarska, Marko Robnik-Sikonja, Nada Lavrac
Mining Text Enriched Heterogeneous Citation Networks. PAKDD (1) (2015)
Jan Kralj, Marko Robnik-Sikonja, Nada Lavrac
Heterogeneous Network Decomposition and Weighting with Text Mining Heuristics. NFMCP (2015)
Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac, Jaakko Hollmén
Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization. Discovery Science (2014)