Mining Text Enriched Heterogeneous Citation Networks. - Jan Kralj; Anita Valmarska; Marko Robnik-Sikonja; Nada Lavrac (PAKDD (1), 2015)

Heterogeneous Network Decomposition and Weighting with Text Mining Heuristics. - Jan Kralj; Marko Robnik-Sikonja; Nada Lavrac (NFMCP, 2015)

Network Ranking Assisted Semantic Data Mining. - Jan Kralj; Anze Vavpetic; Michel Dumontier; Nada Lavrac (IWBBIO, 2016)

Explaining mixture models through semantic pattern mining and banded matrix visualization. - Prem Raj Adhikari; Anze Vavpetic; Jan Kralj; Nada Lavrac; Jaakko Hollmén (Mach. Learn., 2016)

Community-Based Semantic Subgroup Discovery. - Blaz Skrlj; Jan Kralj; Anze Vavpetic; Nada Lavrac (NFMCP@PKDD/ECML, 2017)

Py3plex: A Library for Scalable Multilayer Network Analysis and Visualization. - Blaz Skrlj; Jan Kralj; Nada Lavrac (COMPLEX NETWORKS (1), 2018)

Targeted End-to-End Knowledge Graph Decomposition. - Blaz Skrlj; Jan Kralj; Nada Lavrac (ILP, 2018)

HINMINE: heterogeneous information network mining with information retrieval heuristics. - Jan Kralj; Marko Robnik-Sikonja; Nada Lavrac (J. Intell. Inf. Syst., 2018)

Symbolic Graph Embedding Using Frequent Pattern Mining. - Blaz Skrlj; Nada Lavrac; Jan Kralj (DS, 2019)

Py3plex toolkit for visualization and analysis of multilayer networks. - Blaz Skrlj; Jan Kralj; Nada Lavrac (Appl. Netw. Sci., 2019)

Deep Node Ranking: an Algorithm for Structural Network Embedding and End-to-End Classification. - Blaz Skrlj; Jan Kralj; Janez Konc; Marko Robnik-Sikonja; Nada Lavrac (CoRR, 2019)

Conceptual Representations for Computational Concept Creation. - Ping Xiao; Hannu Toivonen; Oskar Gross; Amílcar Cardoso; João Correia 001; Penousal Machado; Pedro Martins 003; Hugo Gonçalo Oliveira; Rahul Sharma 008; Alexandre Miguel Pinto; Alberto Díaz 001; Virginia Francisco; et al. (ACM Comput. Surv., 2019)

CBSSD: community-based semantic subgroup discovery. - Blaz Skrlj; Jan Kralj; Nada Lavrac (J. Intell. Inf. Syst., 2019)

NetSDM: Semantic Data Mining with Network Analysis. - Jan Kralj; Marko Robnik-Sikonja; Nada Lavrac (J. Mach. Learn. Res., 2019)

Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture. - Blaz Skrlj; Jan Kralj; Nada Lavrac; Senja Pollak (Mach. Learn. Knowl. Extr., 2019)

Embedding-based Silhouette community detection. - Blaz Skrlj; Jan Kralj; Nada Lavrac (Mach. Learn., 2020)

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. - Blaz Skrlj; Matej Martinc; Jan Kralj; Nada Lavrac; Senja Pollak (Comput. Speech Lang., 2021)

Deep node ranking for neuro-symbolic structural node embedding and classification. - Blaz Skrlj; Jan Kralj; Janez Konc; Marko Robnik-Sikonja; Nada Lavrac (Int. J. Intell. Syst., 2022)

DDeMON: Ontology-based function prediction by Deep Learning from Dynamic Multiplex Networks. - Jan Kralj; Blaz Skrlj; Ziva Ramsak; Nada Lavrac; Kristina Gruden (CoRR, 2023)