Dragan Gamberger

According to our database, Dragan Gamberger authored at least 55 papers between 1986 and 2019.

Collaborative distances:

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

2019

Discovery of Relevant Response in Infected Potato Plants from Time Series of Gene Expression Data.

Dragan Gamberger, Tjasa Stare, Dragana Miljkovic, Kristina Gruden, Nada Lavrac

Mach. Learn. Knowl. Extr., 2019

2016

Clusters of male and female Alzheimer's disease patients in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database.

Dragan Gamberger, Bernard Zenko, Alexis Mitelpunkt, Netta Shachar, Nada Lavrac

Brain Informatics, 2016

2015

Multilayer Clustering: Biomarker Driven Segmentation of Alzheimer's Disease Patient Population.

Dragan Gamberger, Bernard Zenko, Alexis Mitelpunkt, Nada Lavrac

Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Identification of Gender Specific Biomarkers for Alzheimer's Disease.

Dragan Gamberger, Bernard Zenko, Alexis Mitelpunkt, Nada Lavrac

Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014

Ensemble-based noise detection: noise ranking and visual performance evaluation.

Borut Sluban, Dragan Gamberger, Nada Lavrac

Data Min. Knowl. Discov., 2014

Multilayer Clustering: A Discovery Experiment on Country Level Trading Data.

Dragan Gamberger, Matej Mihelcic, Nada Lavrac

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

2013

A Novel Way of Integrating Rule-Based Knowledge into a Web Ontology Language Framework.

Dragan Gamberger, Goran Krstaçic, Alan Jovic

Proceedings of the Data and Knowledge for Medical Decision Support, 2013

2012

Foundations of Rule Learning

Johannes Fürnkranz, Dragan Gamberger, Nada Lavrac

Cognitive Technologies, Springer, ISBN: 978-3-540-75196-0, 2012

Heart rate variability and nonlinear dynamic analysis in patients with stress-induced cardiomyopathy.

Goran Krstacic, Gianfranco Parati, Dragan Gamberger, Paolo Castiglioni, Antonija Krstacic, Robert Steiner

Medical Biol. Eng. Comput., 2012

Descriptive Modeling of Systemic Banking Crises.

Dragan Gamberger, Drazen Lucanin, Tomislav Smuc

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

2011

Heart failure ontology.

Alan Jovic, Dragan Gamberger, Goran Krstacic

Bio Algorithms Med Syst., 2011

2010

Explicit Feature Construction and Manipulation for Covering Rule Learning Algorithms.

Nada Lavrac, Johannes Fürnkranz, Dragan Gamberger

Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Performance Analysis of Class Noise Detection Algorithms.

Borut Sluban, Dragan Gamberger, Nada Lavrac

Proceedings of the STAIRS 2010, 2010

Advances in Class Noise Detection.

Borut Sluban, Dragan Gamberger, Nada Lavrac

Proceedings of the ECAI 2010, 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

2009

CSM-SD: Methodology for contrast set mining through subgroup discovery.

Petra Kralj Novak, Nada Lavrac, Dragan Gamberger, Antonija Krstacic

J. Biomed. Informatics, 2009

HEARTFAID's eCRF: Lessons Learnt from Using a Two-Level Data Acquisition and Storage System for Knowledge Discovery Tasks within an Electronic Platform for Managing Heart Failure Patients.

Matko Bosnjak, Andrzej A. Kononowicz, Katarzyna Styczkiewicz, Bogumila Bacior, Rajko Horvat, Marin Prcela, Dragan Gamberger, Angela Sciacqua, Mariaconsuelo Valentini, Kalina Kawecka-Jaszcz, Gianfranco Parati, Domenico Conforti

Bio Algorithms Med Syst., 2009

2008

Handling Unknown and Imprecise Attribute Values in Propositional Rule Learning: A Feature-Based Approach.

Dragan Gamberger, Nada Lavrac, Johannes Fürnkranz

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Semantic Web Ontology Utilization for Heart Failure Expert System Design.

Marin Prcela, Dragan Gamberger, Alan Jovic

Proceedings of the eHealth Beyond the Horizon, 2008

Attribute ranking for intelligent data analysis in medical applications.

Dragan Gamberger, Marin Prcela, Matko Bosnjak

Proceedings of the ITI 2008 30th International Conference on Information Technology Interfaces, 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

2007

Clinical data analysis based on iterative subgroup discovery: experiments in brain ischaemia data analysis.

Dragan Gamberger, Nada Lavrac, Antonija Krstacic, Goran Krstacic

Appl. Intell., 2007

Contrast Set Mining Through Subgroup Discovery Applied to Brain Ischaemina Data.

Petra Kralj, Nada Lavrac, Dragan Gamberger, Antonija Krstacic

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Contrast Set Mining for Distinguishing Between Similar Diseases.

Petra Kralj, Nada Lavrac, Dragan Gamberger, Antonija Krstacic

Proceedings of the Artificial Intelligence in Medicine, 2007

Supporting Factors in Descriptive Analysis of Brain Ischaemia.

Dragan Gamberger, Nada Lavrac

Proceedings of the Artificial Intelligence in Medicine, 2007

2004

Decision Support Through Subgroup Discovery: Three Case Studies and the Lessons Learned.

Nada Lavrac, Bojan Cestnik, Dragan Gamberger, Peter A. Flach

Mach. Learn., 2004

Induction of comprehensible models for gene expression datasets by subgroup discovery methodology.

Dragan Gamberger, Nada Lavrac, Filip Zelezný, Jakub Tolar

J. Biomed. Informatics, 2004

Avoiding Data Overfitting in Scientific Discovery: Experiments in Functional Genomics.

Dragan Gamberger, Nada Lavrac

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Relevancy in Constraint-Based Subgroup Discovery.

Nada Lavrac, Dragan Gamberger

Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

2003

Active subgroup mining: a case study in coronary heart disease risk group detection.

Dragan Gamberger, Nada Lavrac

Artif. Intell. Medicine, 2003

Analysis of Gene Expression Data by the Logic Minimization Approach.

Dragan Gamberger, Nada Lavrac

Proceedings of the Artificial Intelligence in Medicine, 2003

2002

Confirmation rule induction and its applications to coronary heart disease diagnosis and risk group discovery.

Dragan Gamberger, Nada Lavrac, Goran Krstacic

J. Intell. Fuzzy Syst., 2002

Expert-Guided Subgroup Discovery: Methodology and Application.

Dragan Gamberger, Nada Lavrac

J. Artif. Intell. Res., 2002

Generating Actionable Knowledge by Expert-Guided Subgroup Discovery.

Dragan Gamberger, Nada Lavrac

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Descriptive Induction through Subgroup Discovery: A Case Study in a Medical Domain.

Dragan Gamberger, Nada Lavrac

Proceedings of the Machine Learning, 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

Noise Detection and Elimination in data Proprocessing: Experiments in Medical Domains.

Dragan Gamberger, Nada Lavrac, Saso Dzeroski

Appl. Artif. Intell., 2000

Confirmation Rule Sets.

Dragan Gamberger, Nada Lavrac

Proceedings of the Principles of Data Mining and Knowledge Discovery, 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

1999

A Study of Relevance for Learning in Deductive Databases.

Nada Lavrac, Dragan Gamberger, Viktor Jovanoski

J. Log. Program., 1999

Experiments with Noise Filtering in a Medical Domain.

Dragan Gamberger, Nada Lavrac, Ciril Groselj

Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

Diagnostic Rules of Increased Reliability for Critical Medical Applications.

Dragan Gamberger, Nada Lavrac, Ciril Groselj

Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999

1998

A Relevancy Filter for Constructive Induction.

Nada Lavrac, Dragan Gamberger, Peter D. Turney

IEEE Intell. Syst., 1998

1997

Conditions for Occam's Razor Applicability and Noise Elimination.

Dragan Gamberger, Nada Lavrac

Proceedings of the Machine Learning: ECML-97, 1997

1996

Noise Detection and Elimination Applied to Noise Handling in a KRK Chess Endgame.

Dragan Gamberger, Nada Lavrac

Proceedings of the Inductive Logic Programming, 6th International Workshop, 1996

Cost-Sensitive Feature Reduction Applied to a Hybrid Genetic Algorithm.

Nada Lavrac, Dragan Gamberger, Peter D. Turney

Proceedings of the Algorithmic Learning Theory, 7th International Workshop, 1996

Noise Elimination in Inductive Concept Learning: A Case Study in Medical Diagnosois.

Dragan Gamberger, Nada Lavrac, Saso Dzeroski

Proceedings of the Algorithmic Learning Theory, 7th International Workshop, 1996

1995

A Minimization Approach to Propositional Inductive Learning.

Dragan Gamberger

Proceedings of the Machine Learning: ECML-95, 1995

Inductively Learned Rule for Breast Cancer Domain with Improved Interobserver Reproductibility.

Dragan Gamberger

Proceedings of the Artificial Intelligence Medicine, 1995

1993

Modelling Biodegradation by an Example-Based Learning System.

Dragan Gamberger, Sanja Sekusak, Aleksandar Sabljic

Informatica (Slovenia), 1993

1991

New approach to integer division in residue number systems.

Dragan Gamberger

Proceedings of the 10th IEEE Symposium on Computer Arithmetic, 1991

1989

Incompletely specified numbers in the residue number system-definition and applications.

Dragan Gamberger

Proceedings of the 9th Symposium on Computer Arithmetic, 1989

1986

High-Speed Routing Algorithms Based on Integer Residue Number Arithmetic.

Dragan Gamberger

Proceedings of the New Communication Services: A Challenge to Computer Technology, 1986