Jan Kralj

23 papers B 3Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
DDeMON: Ontology-based function prediction by Deep Learning from Dynamic Multiplex Networks.
CoRR
Jan Kralj, Blaz Skrlj, Ziva Ramsak, Nada Lavrac, Kristina Gruden
2022 J jnl
Deep node ranking for neuro-symbolic structural node embedding and classification.
Int. J. Intell. Syst.
Blaz Skrlj, Jan Kralj, Janez Konc, Marko Robnik-Sikonja, Nada Lavrac
2021 J jnl
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification.
Comput. Speech Lang.
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
2020 J jnl
Embedding-based Silhouette community detection.
Mach. Learn.
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 J jnl
CBSSD: community-based semantic subgroup discovery.
J. Intell. Inf. Syst.
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 J jnl
Conceptual Representations for Computational Concept Creation.
ACM Comput. Surv.
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
2019 J jnl
Deep Node Ranking: an Algorithm for Structural Network Embedding and End-to-End Classification.
CoRR
Blaz Skrlj, Jan Kralj, Janez Konc, Marko Robnik-Sikonja, Nada Lavrac
2019 J jnl
Embedding-based Silhouette Community Detection.
CoRR
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 J jnl
NetSDM: Semantic Data Mining with Network Analysis.
J. Mach. Learn. Res.
Jan Kralj, Marko Robnik-Sikonja, Nada Lavrac
2019 J jnl
Py3plex toolkit for visualization and analysis of multilayer networks.
Appl. Netw. Sci.
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 B conf
Symbolic Graph Embedding Using Frequent Pattern Mining.
DS
Blaz Skrlj, Nada Lavrac, Jan Kralj
2019 J jnl
Symbolic Graph Embedding using Frequent Pattern Mining.
CoRR
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 J jnl
Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture.
Mach. Learn. Knowl. Extr.
Blaz Skrlj, Jan Kralj, Nada Lavrac, Senja Pollak
2019 J jnl
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification.
CoRR
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
2018 J jnl
HINMINE: heterogeneous information network mining with information retrieval heuristics.
J. Intell. Inf. Syst.
Jan Kralj, Marko Robnik-Sikonja, Nada Lavrac
2018 — conf
Py3plex: A Library for Scalable Multilayer Network Analysis and Visualization.
COMPLEX NETWORKS (1)
Blaz Skrlj, Jan Kralj, Nada Lavrac
2018 B conf
Targeted End-to-End Knowledge Graph Decomposition.
ILP
Blaz Skrlj, Jan Kralj, Nada Lavrac
2017 — conf
Community-Based Semantic Subgroup Discovery.
NFMCP@PKDD/ECML
Blaz Skrlj, Jan Kralj, Anze Vavpetic, Nada Lavrac
2016 J jnl
Explaining mixture models through semantic pattern mining and banded matrix visualization.
Mach. Learn.
Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac, Jaakko Hollmén
2016 — conf
Network Ranking Assisted Semantic Data Mining.
IWBBIO
Jan Kralj, Anze Vavpetic, Michel Dumontier, Nada Lavrac
2015 — conf
Heterogeneous Network Decomposition and Weighting with Text Mining Heuristics.
NFMCP
Jan Kralj, Marko Robnik-Sikonja, Nada Lavrac
2015 — conf
Mining Text Enriched Heterogeneous Citation Networks.
PAKDD (1)
Jan Kralj, Anita Valmarska, Marko Robnik-Sikonja, Nada Lavrac
2014 B conf
Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization.
Discovery Science
Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac, Jaakko Hollmén