Tomislav Smuc

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 20

Top Topics

Social Networks

Redescription Mining

Predictive Clustering Trees

Conformal Prediction

Top Venues

Publications

Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks. Mach. Learn. 112 (2) (2023)
Davor Orsolic, Tomislav Smuc
Dynamic applicability domain (dAD): compound-target binding affinity estimates with local conformal prediction. Bioinform. 39 (8) (2023)
Matej Mihelcic, Tomislav Smuc
Rules, Subgroups and Redescriptions as Features in Classification Tasks. PKDD/ECML Workshops (1) (2022)
Matej Mihelcic, Tomislav Smuc
Approaches for Multi-View Redescription Mining. IEEE Access 9 (2021)
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
Multi-view redescription mining using tree-based multi-target prediction models. CoRR (2020)
Ilona M. Kulikovskikh, Tomislav Lipic, Tomislav Smuc
From Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning. Entropy 22 (8) (2020)
Matija Piskorec, Tomislav Smuc, Mile Sikic
Disentangling Sources of Influence in Online Social Networks. IEEE Access 7 (2019)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
Redescription mining augmented with random forest of multi-target predictive clustering trees. J. Intell. Inf. Syst. 50 (1) (2018)
Matej Mihelcic, Tomislav Smuc
Targeted and contextual redescription set exploration. Mach. Learn. 107 (11) (2018)
Matija Piskorec, Tomislav Smuc, Mile Sikic
Disentangling sources of influence in online social networks. CoRR (2018)
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
Extending Redescription Mining to Multiple Views. DS (2018)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
A framework for redescription set construction. Expert Syst. Appl. 68 (2017)
Matej Mihelcic, Goran Simic, Mirjana Babic Leko, Nada Lavrac, Saso Dzeroski, Tomislav Smuc
Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer's Disease Patients. CoRR (2017)
Jurica Levatic, Maria Brbic, Tomaz Stepisnik Perdih, Dragi Kocev, Vedrana Vidulin, Tomislav Smuc, Fran Supek, Saso Dzeroski
Phenotype Prediction with Semi-supervised Classification Trees. NFMCP@PKDD/ECML (2017)
Maria Brbic, Matija Piskorec, Vedrana Vidulin, Anita Krisko, Tomislav Smuc, Fran Supek
Phenotype Inference from Text and Genomic Data. ECML/PKDD (3) (2017)
Matija Piskorec, Nino Antulov-Fantulin, Iva Miholic, Tomislav Smuc, Mile Sikic
Modeling Peer and External Influence in Online Social Networks: Case of 2013 Referendum in Croatia. COMPLEX NETWORKS (2017)
Matej Mihelcic, Tomislav Smuc
InterSet: Interactive Redescription Set Exploration. DS (2016)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
A framework for redescription set construction. CoRR (2016)
Matija Piskorec, Nino Antulov-Fantulin, Iva Miholic, Tomislav Smuc, Mile Sikic
Modeling peer and external influence in online social networks. CoRR (2016)
Vedrana Vidulin, Tomislav Smuc, Fran Supek
Extensive complementarity between gene function prediction methods. Bioinform. 32 (23) (2016)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
Redescription Mining with Multi-target Predictive Clustering Trees. NFMCP (2015)
Matija Piskorec, Borut Sluban, Tomislav Smuc
MultiNets: Web-Based Multilayer Network Visualization. ECML/PKDD (3) (2015)
Matija Piskorec, Nino Antulov-Fantulin, Petra Kralj Novak, Igor Mozetic, Miha Grcar, Irena Vodenska, Tomislav Smuc
News Cohesiveness: an Indicator of Systemic Risk in Financial Markets. CoRR (2014)
Nino Antulov-Fantulin, Alen Lancic, Hrvoje Stefancic, Mile Sikic, Tomislav Smuc
Statistical Inference Framework for Source Detection of Contagion Processes on Arbitrary Network Structures. SASO Workshops (2014)
Nino Antulov-Fantulin, Alen Lancic, Tomislav Smuc, Hrvoje Stefancic, Mile Sikic
Detectability limits of epidemic sources in networks. CoRR (2014)
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network. Discovery Science (2014)
Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek
Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships. PLoS Comput. Biol. 9 (1) (2013)
Nino Antulov-Fantulin, Alen Lancic, Hrvoje Stefancic, Mile Sikic, Tomislav Smuc
Statistical inference framework for source detection of contagion processes on arbitrary network structures CoRR (2013)
Jurica Levatic, Saso Dzeroski, Fran Supek, Tomislav Smuc
Semi-Supervised Learning for Quantitative Structure-Activity Modeling. Informatica (Slovenia) 37 (2) (2013)
Dragan Gamberger, Drazen Lucanin, Tomislav Smuc
Descriptive Modeling of Systemic Banking Crises. Discovery Science (2012)
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
Memory biased random walk approach to synthetic clickstream generation CoRR (2012)
Marin Prcela, Dragan Gamberger, Tomislav Smuc, Nikola Bogunovic
Information Gain of Structured Medical Diagnostic Tests - Integration of Bayesian Networks and Ontologies. HEALTHINF (2010)
Dragan Gamberger, Marin Prcela, Alan Jovic, Tomislav Smuc, Gianfranco Parati, Mariaconsuelo Valentini, Kalina Kawecka-Jaszcz, Katarzyna Styczkiewicz, Andrzej A. Kononowicz, Antonio Candelieri, Domenico Conforti, Rosita Guido
Medical Knowledge Representation within Heartfaid Platform. HEALTHINF (1) (2008)
Tomislav Smuc
Sensitivity of Differential Evolution Algorithm to Values of Control Parameters. IC-AI (2002)
Goran Krstacic, Dragan Gamberger, Tomislav Smuc
Coronary Heart Disease Patient Models Based on Inductive Machine Learning. AIME (2001)
Tomislav Smuc, Dragan Gamberger, Goran Krstacic
Combining Unsupervised and Supervised Machine Learning. AIME (2001)
Dragan Gamberger, Goran Krstacic, Tomislav Smuc
Medical Expert Evaluation of Machine Learning Results for a Coronary Heart Disease Database. ISMDA (2000)
Dragan Gamberger, Nada Lavrac, Goran Krstacic, Tomislav Smuc
Inconsistency Tests for Patient Records in a Coronary Heart Disease Database. ISMDA (2000)