Tomislav Smuc

According to our database, Tomislav Smuc authored at least 36 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Dynamic applicability domain (dAD): compound-target binding affinity estimates with local conformal prediction.

Davor Orsolic, Tomislav Smuc

Bioinform., August, 2023

WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks.

Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc

Mach. Learn., February, 2023

2022

Rules, Subgroups and Redescriptions as Features in Classification Tasks.

Matej Mihelcic, Tomislav Smuc

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2021

Approaches for Multi-View Redescription Mining.

Matej Mihelcic, Tomislav Smuc

IEEE Access, 2021

2020

From Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning.

Ilona M. Kulikovskikh, Tomislav Lipic, Tomislav Smuc

Entropy, 2020

Multi-view redescription mining using tree-based multi-target prediction models.

Matej Mihelcic, Saso Dzeroski, Tomislav Smuc

CoRR, 2020

2019

Disentangling Sources of Influence in Online Social Networks.

Matija Piskorec, Tomislav Smuc, Mile Sikic

IEEE Access, 2019

2018

Targeted and contextual redescription set exploration.

Matej Mihelcic, Tomislav Smuc

Mach. Learn., 2018

Redescription mining augmented with random forest of multi-target predictive clustering trees.

Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc

J. Intell. Inf. Syst., 2018

Extending Redescription Mining to Multiple Views.

Matej Mihelcic, Saso Dzeroski, Tomislav Smuc

Proceedings of the Discovery Science - 21st International Conference, 2018

2017

A framework for redescription set construction.

Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc

Expert Syst. Appl., 2017

Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer's Disease Patients.

Matej Mihelcic, Goran Simic, Mirjana Babic Leko, Nada Lavrac, Saso Dzeroski, Tomislav Smuc

CoRR, 2017

Phenotype Prediction with Semi-supervised Classification Trees.

Jurica Levatic, Maria Brbic, Tomaz Stepisnik Perdih, Dragi Kocev, Vedrana Vidulin, Tomislav Smuc, Fran Supek, Saso Dzeroski

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

Phenotype Inference from Text and Genomic Data.

Maria Brbic, Matija Piskorec, Vedrana Vidulin, Anita Krisko, Tomislav Smuc, Fran Supek

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Modeling Peer and External Influence in Online Social Networks: Case of 2013 Referendum in Croatia.

Matija Piskorec, Nino Antulov-Fantulin, Iva Miholic, Tomislav Smuc, Mile Sikic

Proceedings of the Complex Networks & Their Applications VI, 2017

2016

Modeling peer and external influence in online social networks.

Matija Piskorec, Nino Antulov-Fantulin, Iva Miholic, Tomislav Smuc, Mile Sikic

CoRR, 2016

Extensive complementarity between gene function prediction methods.

Vedrana Vidulin, Tomislav Smuc, Fran Supek

Bioinform., 2016

InterSet: Interactive Redescription Set Exploration.

Matej Mihelcic, Tomislav Smuc

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

MultiNets: Web-Based Multilayer Network Visualization.

Matija Piskorec, Borut Sluban, Tomislav Smuc

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Redescription Mining with Multi-target Predictive Clustering Trees.

Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

2014

News Cohesiveness: an Indicator of Systemic Risk in Financial Markets.

Matija Piskorec, Nino Antulov-Fantulin, Petra Kralj Novak, Igor Mozetic, Miha Grcar, Irena Vodenska, Tomislav Smuc

CoRR, 2014

Detectability limits of epidemic sources in networks.

Nino Antulov-Fantulin, Alen Lancic, Tomislav Smuc, Hrvoje Stefancic, Mile Sikic

CoRR, 2014

Statistical Inference Framework for Source Detection of Contagion Processes on Arbitrary Network Structures.

Nino Antulov-Fantulin, Alen Lancic, Hrvoje Stefancic, Mile Sikic, Tomislav Smuc

Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014

Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network.

Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc

Proceedings of the Discovery Science - 17th International Conference, 2014

2013

Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships.

Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek

PLoS Comput. Biol., 2013

Semi-Supervised Learning for Quantitative Structure-Activity Modeling.

Jurica Levatic, Saso Dzeroski, Fran Supek, Tomislav Smuc

Informatica (Slovenia), 2013

2012

Memory biased random walk approach to synthetic clickstream generation

Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc

CoRR, 2012

Descriptive Modeling of Systemic Banking Crises.

Dragan Gamberger, Drazen Lucanin, Tomislav Smuc

Proceedings of the Discovery Science - 15th International Conference, 2012

2010

Information Gain of Structured Medical Diagnostic Tests - Integration of Bayesian Networks and Ontologies.

Marin Prcela, Dragan Gamberger, Tomislav Smuc, Nikola Bogunovic

Proceedings of the HEALTHINF 2010, 2010

2008

Language morphology offset: Text classification on a Croatian-English parallel corpus.

Mislav Malenica, Tomislav Smuc, Jan Snajder, Bojana Dalbelo Basic

Inf. Process. Manag., 2008

Medical Knowledge Representation within Heartfaid Platform.

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

Proceedings of the First International Conference on Health Informatics, 2008

2002

Sensitivity of Differential Evolution Algorithm to Values of Control Parameters.

Tomislav Smuc

Proceedings of the International Conference on Artificial Intelligence, 2002

2001

Combining Unsupervised and Supervised Machine Learning.

Tomislav Smuc, Dragan Gamberger, Goran Krstacic

Proceedings of the Artificial Intelligence Medicine, 2001

Coronary Heart Disease Patient Models Based on Inductive Machine Learning.

Goran Krstacic, Dragan Gamberger, Tomislav Smuc

Proceedings of the Artificial Intelligence Medicine, 2001

2000

Inconsistency Tests for Patient Records in a Coronary Heart Disease Database.

Dragan Gamberger, Nada Lavrac, Goran Krstacic, Tomislav Smuc

Proceedings of the Medical Data Analysis, First International Symposium, 2000

Medical Expert Evaluation of Machine Learning Results for a Coronary Heart Disease Database.

Dragan Gamberger, Goran Krstacic, Tomislav Smuc

Proceedings of the Medical Data Analysis, First International Symposium, 2000