Tomislav Smuc

40 papers B 7Misc 1Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2023 J jnl
Dynamic applicability domain (dAD): compound-target binding affinity estimates with local conformal prediction.
Bioinform.
Davor Orsolic, Tomislav Smuc
2023 J jnl
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks.
Mach. Learn.
Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc
2022 — conf
Rules, Subgroups and Redescriptions as Features in Classification Tasks.
PKDD/ECML Workshops (1)
Matej Mihelcic, Tomislav Smuc
2021 J jnl
Approaches for Multi-View Redescription Mining.
IEEE Access
Matej Mihelcic, Tomislav Smuc
2020 J jnl
From Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning.
Entropy
Ilona M. Kulikovskikh, Tomislav Lipic, Tomislav Smuc
2020 J jnl
Multi-view redescription mining using tree-based multi-target prediction models.
CoRR
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
2019 B ed.
Discovery Science - 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings
DS
Petra Kralj Novak, Tomislav Smuc, Saso Dzeroski
2019 J jnl
Disentangling Sources of Influence in Online Social Networks.
IEEE Access
Matija Piskorec, Tomislav Smuc, Mile Sikic
2018 J jnl
Disentangling sources of influence in online social networks.
CoRR
Matija Piskorec, Tomislav Smuc, Mile Sikic
2018 B conf
Extending Redescription Mining to Multiple Views.
DS
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
2018 J jnl
Redescription mining augmented with random forest of multi-target predictive clustering trees.
J. Intell. Inf. Syst.
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2018 J jnl
Targeted and contextual redescription set exploration.
Mach. Learn.
Matej Mihelcic, Tomislav Smuc
2017 J jnl
A framework for redescription set construction.
Expert Syst. Appl.
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2017 — conf
Modeling Peer and External Influence in Online Social Networks: Case of 2013 Referendum in Croatia.
COMPLEX NETWORKS
Matija Piskorec, Nino Antulov-Fantulin, Iva Miholic, Tomislav Smuc, Mile Sikic
2017 — conf
Phenotype Inference from Text and Genomic Data.
ECML/PKDD (3)
Maria Brbic, Matija Piskorec, Vedrana Vidulin, Anita Krisko, Tomislav Smuc, Fran Supek
2017 — conf
Phenotype Prediction with Semi-supervised Classification Trees.
NFMCP@PKDD/ECML
Jurica Levatic, Maria Brbic, Tomaz Stepisnik Perdih, Dragi Kocev, Vedrana Vidulin, Tomislav Smuc, Fran Supek, Saso Dzeroski
2017 J jnl
Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer's Disease Patients.
CoRR
Matej Mihelcic, Goran Simic, Mirjana Babic Leko, Nada Lavrac, Saso Dzeroski, Tomislav Smuc
2016 J jnl
A framework for redescription set construction.
CoRR
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2016 J jnl
Extensive complementarity between gene function prediction methods.
Bioinform.
Vedrana Vidulin, Tomislav Smuc, Fran Supek
2016 B conf
InterSet: Interactive Redescription Set Exploration.
DS
Matej Mihelcic, Tomislav Smuc
2016 J jnl
Modeling peer and external influence in online social networks.
CoRR
Matija Piskorec, Nino Antulov-Fantulin, Iva Miholic, Tomislav Smuc, Mile Sikic
2015 — conf
MultiNets: Web-Based Multilayer Network Visualization.
ECML/PKDD (3)
Matija Piskorec, Borut Sluban, Tomislav Smuc
2015 — conf
Redescription Mining with Multi-target Predictive Clustering Trees.
NFMCP
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2014 J jnl
Detectability limits of epidemic sources in networks.
CoRR
Nino Antulov-Fantulin, Alen Lancic, Tomislav Smuc, Hrvoje Stefancic, Mile Sikic
2014 J jnl
News Cohesiveness: an Indicator of Systemic Risk in Financial Markets.
CoRR
Matija Piskorec, Nino Antulov-Fantulin, Petra Kralj Novak, Igor Mozetic, Miha Grcar, Irena Vodenska, Tomislav Smuc
2014 — conf
Statistical Inference Framework for Source Detection of Contagion Processes on Arbitrary Network Structures.
SASO Workshops
Nino Antulov-Fantulin, Alen Lancic, Hrvoje Stefancic, Mile Sikic, Tomislav Smuc
2014 B conf
Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network.
Discovery Science
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
2013 J jnl
Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships.
PLoS Comput. Biol.
Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek
2013 J jnl
Semi-Supervised Learning for Quantitative Structure-Activity Modeling.
Informatica (Slovenia)
Jurica Levatic, Saso Dzeroski, Fran Supek, Tomislav Smuc
2013 J jnl
Statistical inference framework for source detection of contagion processes on arbitrary network structures
CoRR
Nino Antulov-Fantulin, Alen Lancic, Hrvoje Stefancic, Mile Sikic, Tomislav Smuc
2012 B conf
Descriptive Modeling of Systemic Banking Crises.
Discovery Science
Dragan Gamberger, Drazen Lucanin, Tomislav Smuc
2012 J jnl
Memory biased random walk approach to synthetic clickstream generation
CoRR
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
2010 — conf
Information Gain of Structured Medical Diagnostic Tests - Integration of Bayesian Networks and Ontologies.
HEALTHINF
Marin Prcela, Dragan Gamberger, Tomislav Smuc, Nikola Bogunovic
2008 J jnl
Language morphology offset: Text classification on a Croatian-English parallel corpus.
Inf. Process. Manag.
Mislav Malenica, Tomislav Smuc, Jan Snajder, Bojana Dalbelo Basic
2008 — conf
Medical Knowledge Representation within Heartfaid Platform.
HEALTHINF (1)
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
2002 Misc conf
Sensitivity of Differential Evolution Algorithm to Values of Control Parameters.
IC-AI
Tomislav Smuc
2001 B conf
Combining Unsupervised and Supervised Machine Learning.
AIME
Tomislav Smuc, Dragan Gamberger, Goran Krstacic
2001 B conf
Coronary Heart Disease Patient Models Based on Inductive Machine Learning.
AIME
Goran Krstacic, Dragan Gamberger, Tomislav Smuc
2000 — conf
Inconsistency Tests for Patient Records in a Coronary Heart Disease Database.
ISMDA
Dragan Gamberger, Nada Lavrac, Goran Krstacic, Tomislav Smuc
2000 — conf
Medical Expert Evaluation of Machine Learning Results for a Coronary Heart Disease Database.
ISMDA
Dragan Gamberger, Goran Krstacic, Tomislav Smuc