Blaz Zupan

According to our database, Blaz Zupan authored at least 115 papers between 1995 and 2024.

Collaborative distances:

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

2024

openTSNE: A Modular <i>Python</i> Library for t-SNE Dimensionality Reduction and Embedding.

Pavlin G. Policar, Martin Strazar, Blaz Zupan

J. Stat. Softw., 2024

VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation.

Pavlin G. Policar, Blaz Zupan

CoRR, 2024

Visualizing High-Dimensional Temporal Data Using Direction-Aware t-SNE.

Pavlin G. Policar, Blaz Zupan

CoRR, 2024

Teaching bioinformatics through the analysis of SARS-CoV-2: project-based training for computer science students.

Pavlin G. Policar, Martin Spendl, Tomaz Curk, Blaz Zupan

Bioinform., 2024

2023

Embedding to reference t-SNE space addresses batch effects in single-cell classification.

Pavlin G. Policar, Martin Strazar, Blaz Zupan

Mach. Learn., February, 2023

Refining Temporal Visualizations Using the Directional Coherence Loss.

Pavlin G. Policar, Blaz Zupan

Proceedings of the Discovery Science - 26th International Conference, 2023

Gene Interactions in Survival Data Analysis: A Data-Driven Approach Using Restricted Mean Survival Time and Literature Mining.

Jaka Kokosar, Martin Spendl, Blaz Zupan

Proceedings of the Discovery Science - 26th International Conference, 2023

Ranking of Survival-Related Gene Sets Through Integration of Single-Sample Gene Set Enrichment and Survival Analysis.

Martin Spendl, Jaka Kokosar, Ela Praznik, Luka Ausec, Blaz Zupan

Proceedings of the Artificial Intelligence in Medicine, 2023

Nation-Wide ePrescription Data Reveals Landscape of Physicians and Their Drug Prescribing Patterns in Slovenia.

Pavlin G. Policar, Dalibor Stanimirovic, Blaz Zupan

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

Efficient Matching of Single Cells and Cell Types.

Primoz Godec, Blaz Zupan, Vesna Tanko, Martin Strazar

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2021

Hands-on training about overfitting.

Janez Demsar, Blaz Zupan

PLoS Comput. Biol., 2021

Conformal Prediction with Orange.

Tomaz Hocevar, Blaz Zupan, Jonna C. Stålring

J. Stat. Softw., 2021

Visualization of Biological Data - From Analysis to Communication (Dagstuhl Seminar 21401).

Karsten Klein, Georgeta Elisabeta Marai, Kay Katja Nieselt, Blaz Zupan

Dagstuhl Reports, 2021

Explainable Point-Based Document Visualizations.

Primoz Godec, Nikola Ðukic, Ajda Pretnar, Vesna Tanko, Lan Zagar, Blaz Zupan

CoRR, 2021

Conformal prediction and its integration within visual analytics toolbox.

Tomaz Hocevar, Blaz Zupan

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

2020

RICERCANDO: Data mining toolkit for mobile broadband measurements.

Veljko Pejovic, Ivan Majhen, Miha Janez, Blaz Zupan

Comput. Networks, 2020

2019

scOrange - a tool for hands-on training of concepts from single-cell data analytics.

Martin Strazar, Lan Zagar, Jaka Kokosar, Vesna Tanko, Ales Erjavec, Pavlin G. Policar, Anze Staric, Janez Demsar, Gad Shaulsky, Vilas Menon, Andrew Lemire, Anup Parikh, Blaz Zupan

Bioinform., 2019

2017

dictyExpress: a web-based platform for sequence data management and analytics in <i>Dictyostelium</i> and beyond.

Miha Stajdohar, Rafael D. Rosengarten, Janez Kokosar, Luka Jeran, Domen Blenkus, Gad Shaulsky, Blaz Zupan

BMC Bioinform., 2017

Scalable non-negative matrix tri-factorization.

Andrej Copar, Marinka Zitnik, Blaz Zupan

BioData Min., 2017

2016

Jumping across biomedical contexts using compressive data fusion.

Marinka Zitnik, Blaz Zupan

Bioinform., 2016

Orthogonal matrix factorization enables integrative analysis of multiple RNA binding proteins.

Martin Strazar, Marinka Zitnik, Blaz Zupan, Jernej Ule, Tomaz Curk

Bioinform., 2016

Collective Pairwise Classification for Multi-Way Analysis of Disease and Drug Data.

Marinka Zitnik, Blaz Zupan

Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

2015

Sieve-based relation extraction of gene regulatory networks from biological literature.

Slavko Zitnik, Marinka Zitnik, Blaz Zupan, Marko Bajec

BMC Bioinform., December, 2015

Concurrent software architectures for exploratory data analysis.

Anze Staric, Janez Demsar, Blaz Zupan

WIREs Data Mining Knowl. Discov., 2015

Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data.

Sanja Brdar, Vladimir S. Crnojevic, Blaz Zupan

IEEE J. Biomed. Health Informatics, 2015

Gene Prioritization by Compressive Data Fusion and Chaining.

Marinka Zitnik, Edward A. Nam, Christopher Dinh, Adam Kuspa, Gad Shaulsky, Blaz Zupan

PLoS Comput. Biol., 2015

Data Fusion by Matrix Factorization.

Marinka Zitnik, Blaz Zupan

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Data Imputation in Epistatic MAPs by Network-Guided Matrix Completion.

Marinka Zitnik, Blaz Zupan

J. Comput. Biol., 2015

Gene network inference by fusing data from diverse distributions.

Marinka Zitnik, Blaz Zupan

Bioinform., 2015

2014

Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models.

Marko Toplak, Rok Mocnik, Matija Polajnar, Zoran Bosnic, Lars Carlsson, Catrin Hasselgren Arnby, Janez Demsar, Scott Boyer, Blaz Zupan, Jonna C. Stålring

J. Chem. Inf. Model., 2014

Heterogeneous computing architecture for fast detection of SNP-SNP interactions.

Davor Sluga, Tomaz Curk, Blaz Zupan, Uros Lotric

BMC Bioinform., 2014

Gene network inference by probabilistic scoring of relationships from a factorized model of interactions.

Marinka Zitnik, Blaz Zupan

Bioinform., 2014

Imputation of Quantitative Genetic Interactions in Epistatic MAPs by Interaction Propagation Matrix Completion.

Marinka Zitnik, Blaz Zupan

Proceedings of the Research in Computational Molecular Biology, 2014

Matrix Factorization-Based Data Fusion for Gene Function Prediction in Baker's Yeast and Slime Mold.

Marinka Zitnik, Blaz Zupan

Proceedings of the Biocomputing 2014: Proceedings of the Pacific Symposium, 2014

2013

Orange: data mining toolbox in python.

Janez Demsar, Tomaz Curk, Ales Erjavec, Crtomir Gorup, Tomaz Hocevar, Mitar Milutinovic, Martin Mozina, Matija Polajnar, Marko Toplak, Anze Staric, Miha Stajdohar, Lan Umek, Lan Zagar, Jure Zbontar, Marinka Zitnik, Blaz Zupan

J. Mach. Learn. Res., 2013

Orange: Data Mining Fruitful and Fun - A Historical Perspective.

Janez Demsar, Blaz Zupan

Informatica (Slovenia), 2013

DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling.

Marko Bohanec, Martin Znidarsic, Vladislav Rajkovic, Ivan Bratko, Blaz Zupan

Informatica (Slovenia), 2013

Interest Propagation for Knowledge Extraction and Representation.

Francesca Mulas, Elisa Del Fabbro, Blaz Zupan, Riccardo Bellazzi

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

Extracting Gene Regulation Networks Using Linear-Chain Conditional Random Fields and Rules.

Slavko Zitnik, Marinka Zitnik, Blaz Zupan, Marko Bajec

Proceedings of the BioNLP Shared Task 2013 Workshop, Sofia, 2013

2012

NIMFA: A Python Library for Nonnegative Matrix Factorization.

Marinka Zitnik, Blaz Zupan

J. Mach. Learn. Res., 2012

Team ULjubljana's Solution to the JRS 2012 Data Mining Competition.

Jure Zbontar, Marinka Zitnik, Miha Zidar, Gregor Majcen, Matic Potocnik, Blaz Zupan

Proceedings of the Rough Sets and Current Trends in Computing, 2012

2011

SNPsyn: detection and exploration of SNP-SNP interactions.

Tomaz Curk, Gregor Rot, Blaz Zupan

Nucleic Acids Res., 2011

Subgroup discovery in data sets with multi-dimensional responses.

Lan Umek, Blaz Zupan

Intell. Data Anal., 2011

Stage prediction of embryonic stem cell differentiation from genome-wide expression data.

Lan Zagar, Francesca Mulas, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi, Blaz Zupan

Bioinform., 2011

Similarity of Transcription Profiles for Genes in Gene Sets.

Marko Toplak, Tomaz Curk, Blaz Zupan

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles.

Lan Zagar, Francesca Mulas, Riccardo Bellazzi, Blaz Zupan

Proceedings of the Artificial Intelligence in Medicine, 2011

A Data Mining Library for miRNA Annotation and Analysis.

Angelo Nuzzo, Riccardo Beretta, Francesca Mulas, Valerie Roobrouck, Catherine M. Verfaillie, Blaz Zupan, Riccardo Bellazzi

Proceedings of the Artificial Intelligence in Medicine, 2011

2010

Data Mining in Medicine.

Nada Lavrac, Blaz Zupan

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

A Subgroup Discovery Approach for Relating Chemical Structure and Phenotype Data in Chemical Genomics.

Lan Umek, Petra Kaferle, Mojca Mattiazzi, Ales Erjavec, Crtomir Gorup, Tomaz Curk, Uros Petrovic, Blaz Zupan

Proceedings of the third International Workshop on Machine Learning in Systems Biology, 2010

On utility of gene set signatures in gene expression-based cancer class prediction.

Minca Mramor, Marko Toplak, Gregor Leban, Tomaz Curk, Janez Demsar, Blaz Zupan

Proceedings of the third International Workshop on Machine Learning in Systems Biology, 2010

FragViz: visualization of fragmented networks.

Miha Stajdohar, Minca Mramor, Blaz Zupan, Janez Demsar

BMC Bioinform., 2010

New components of the <i>Dictyostelium </i>PKA pathway revealed by Bayesian analysis of expression data.

Anup Parikh, Eryong Huang, Christopher Dinh, Blaz Zupan, Adam Kuspa, Devika Subramanian, Gad Shaulsky

BMC Bioinform., 2010

Text Mining approaches for Automated Literature Knowledge Extraction and Representation.

Angelo Nuzzo, Francesca Mulas, Matteo Gabetta, Eloisa Arbustini, Blaz Zupan, Cristiana Larizza, Riccardo Bellazzi

Proceedings of the MEDINFO 2010, 2010

2009

Data-Driven Revision of Decision Models.

Martin Znidarsic, Marko Bohanec, Blaz Zupan

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

dictyBase - a <i>Dictyostelium</i> bioinformatics resource update.

Petra Fey, Pascale Gaudet, Tomaz Curk, Blaz Zupan, Eric M. Just, Siddhartha Basu, Sohel N. Merchant, Yulia A. Bushmanova, Gad Shaulsky, Warren A. Kibbe, Rex L. Chisholm

Nucleic Acids Res., 2009

Textual features for corpus visualization using correspondence analysis.

Sasa Petrovic, Bojana Dalbelo Basic, Annie Morin, Blaz Zupan, Jean-Hugues Chauchat

Intell. Data Anal., 2009

dictyExpress: a <i>Dictyostelium discoideum </i>gene expression database with an explorative data analysis web-based interface.

Gregor Rot, Anup Parikh, Tomaz Curk, Adam Kuspa, Gad Shaulsky, Blaz Zupan

BMC Bioinform., 2009

Subgroup Discovery in Data Sets with Multi-dimensional Responses: A Method and a Case Study in Traumatology.

Lan Umek, Blaz Zupan, Marko Toplak, Annie Morin, Jean-Hugues Chauchat, Gregor Makovec, Dragica Smrke

Proceedings of the Artificial Intelligence in Medicine, 2009

On Quality of Different Annotation Sources for Gene Expression Analysis.

Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan

Proceedings of the Artificial Intelligence in Medicine, 2009

2008

Predictive data mining in clinical medicine: Current issues and guidelines.

Riccardo Bellazzi, Blaz Zupan

Int. J. Medical Informatics, 2008

Modelling impacts of cropping systems: Demands and solutions for DEX methodology.

Martin Znidarsic, Marko Bohanec, Blaz Zupan

Eur. J. Oper. Res., 2008

2007

FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data.

Janez Demsar, Gregor Leban, Blaz Zupan

J. Biomed. Informatics, 2007

Towards knowledge-based gene expression data mining.

Riccardo Bellazzi, Blaz Zupan

J. Biomed. Informatics, 2007

Polyketide synthase genes and the natural products potential of <i>Dictyostelium discoideum</i>.

Jurica Zucko, N. Skunca, Tomaz Curk, Blaz Zupan, Paul F. Long, John Cullum, R. H. Kessin, Daslav Hranueli

Bioinform., 2007

Visualization-based cancer microarray data classification analysis.

Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan

Bioinform., 2007

Discovery of Genetic Networks Through Abduction and Qualitative Simulation.

Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky

Proceedings of the Computational Discovery of Scientific Knowledge, 2007

2006

Spam Filtering Using Statistical Data Compression Models.

Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan

J. Mach. Learn. Res., 2006

proDEX - A DSS tool for environmental decision-making.

Martin Znidarsic, Marko Bohanec, Blaz Zupan

Environ. Model. Softw., 2006

VizRank: Data Visualization Guided by Machine Learning.

Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko

Data Min. Knowl. Discov., 2006

Knowledge-based data analysis and interpretation.

Blaz Zupan, John H. Holmes, Riccardo Bellazzi

Artif. Intell. Medicine, 2006

Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track.

Andrej Bratko, Bogdan Filipic, Blaz Zupan

Proceedings of the Fifteenth Text REtrieval Conference, 2006

2005

GenePath: from mutations to genetic networks and back.

Peter Juvan, Janez Demsar, Gad Shaulsky, Blaz Zupan

Nucleic Acids Res., 2005

TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions.

Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan

Int. J. Medical Informatics, 2005

VizRank: finding informative data projections in functional genomics by machine learning.

Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan

Bioinform., 2005

Microarray data mining with visual programming.

Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan

Bioinform., 2005

Simple and effective visual models for gene expression cancer diagnostics.

Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Nomograms for visualizing support vector machines.

Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models.

Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan

Proceedings of the Artificial Intelligence in Medicine, 2005

Data Mining in Medicine.

Nada Lavrac, Blaz Zupan

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

A function-decomposition method for development of hierarchical multi-attribute decision models.

Marko Bohanec, Blaz Zupan

Decis. Support Syst., 2004

Nomograms for Visualization of Naive Bayesian Classifier.

Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Orange: From Experimental Machine Learning to Interactive Data Mining.

Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Clustering gene expression data with Temporal Abstractions.

Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan

Proceedings of the MEDINFO 2004, 2004

2003

GenePath: a system for automated construction of genetic networks from mutant data.

Blaz Zupan, Janez Demsar, Ivan Bratko, Peter Juvan, John A. Halter, Adam Kuspa, Gad Shaulsky

Bioinform., 2003

GenePath: a system for inference of genetic networks and proposal of genetic experiments.

Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Tomaz Curk, Urban Borstnik, J. Robert Beck, John A. Halter, Adam Kuspa, Gad Shaulsky

Artif. Intell. Medicine, 2003

Attribute Interactions in Medical Data Analysis.

Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan

Proceedings of the Artificial Intelligence in Medicine, 2003

2002

Construction and application of hierarchical socioeconomic decision models.

Marjan Krisper, Blaz Zupan

Informatica (Slovenia), 2002

Prognostic Model for Terminally Ill Cancer Patients on Laboratory Data.

Kenji Hira, Noriaki Aoki, Akitoshi Hayashi, Janez Demsar, Blaz Zupan, Kim Dunn, William Jack Schull, Tsuguya Fukui

Proceedings of the AMIA 2002, 2002

2001

Feature mining and predictive model construction from severe trauma patient's data.

Janez Demsar, Blaz Zupan, Noriaki Aoki, Matthew J. Wall, Thomas H. Granchi, J. Robert Beck

Int. J. Medical Informatics, 2001

Decisions at Hand: A Decision Support System on Handhelds.

Blaz Zupan, Ales Porenta, Gaj Vidmar, Noriaki Aoki, Ivan Bratko, J. Robert Beck

Proceedings of the MEDINFO 2001, 2001

GenePath: A Computer Program for Genetic Pathway Discovery from Mutant Data.

Janez Demsar, Blaz Zupan, Ivan Bratko, Adam Kuspa, John A. Halter, Robert J. Beck, Gad Shaulsky

Proceedings of the MEDINFO 2001, 2001

A Sixth International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2001).

Riccardo Bellazzi, Blaz Zupan

Proceedings of the MEDINFO 2001, 2001

Web-Enabled Knowledge-Based Analysis of Genetic Data.

Peter Juvan, Blaz Zupan, Janez Demsar, Ivan Bratko, John A. Halter, Adam Kuspa, Gad Shaulsky

Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Abductive Inference of Genetic Networks.

Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky

Proceedings of the Artificial Intelligence Medicine, 2001

Function Decomposition in Machine Learning.

Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar

Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

Transformation of attribute space by function decomposition.

Janez Demsar, Blaz Zupan, Ivan Bratko

Proceedings of the Data Fusion and Perception, 2001

2000

Applications of qualitative multi-attribute decision models in health care.

Marko Bohanec, Blaz Zupan, Vladislav Rajkovic

Int. J. Medical Informatics, 2000

Machine learning for survival analysis: a case study on recurrence of prostate cancer.

Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko

Artif. Intell. Medicine, 2000

Induction of Concept Hierarchies from Noisy Data.

Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1999

Learning by Discovering Concept Hierarchies.

Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko

Artif. Intell., 1999

Slovenian national health insurance card: The next step.

T. Kalin, Gorazd Kandus, Denis Trcek, Blaz Zupan

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence.

Janez Demsar, Blaz Zupan, Michael W. Kattan, J. Robert Beck, Ivan Bratko

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Hierarchical Multi-Attribute Decision Models and Their Application in Health Care.

Marko Bohanec, Blaz Zupan, Vladislav Rajkovic

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Rule Evaluation Measures: A Unifying View.

Nada Lavrac, Peter A. Flach, Blaz Zupan

Proceedings of the Inductive Logic Programming, 9th International Workshop, 1999

1998

Optimization of Rule-Based Systems Using State Space Graphs.

Blaz Zupan, Albert Mo Kim Cheng

IEEE Trans. Knowl. Data Eng., 1998

Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition.

Blaz Zupan, Marko Bohanec

Informatica (Slovenia), 1998

Relating clinical and neurophysiological assessment of spasticity by machine learning.

Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood

Int. J. Medical Informatics, 1998

Feature Transformation by Function Decomposition.

Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko

IEEE Intell. Syst., 1998

Acquiring background knowledge for machine learning using function decomposition: a case study in rheumatology.

Blaz Zupan, Saso Dzeroski

Artif. Intell. Medicine, 1998

Intelligent Data Analysis for Medical Diagnosis: Using Machine Learning and Temporal Abstraction.

Nada Lavrac, Blaz Zupan, Igor Kononenko, Matjaz Kukar, Elpida T. Keravnou

AI Commun., 1998

1997

A Dataset Decomposition Approach to Data Mining and Machine Discovery.

Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Machine Learning by Function Decomposition.

Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar

Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

Constructing Intermediate Concepts by Decomposition of Real Functions.

Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko

Proceedings of the Machine Learning: ECML-97, 1997

Acquiring and Validating Background Knowledge for Machine Learning Using Function Decomposition.

Blaz Zupan, Saso Dzeroski

Proceedings of the Artificial Intelligence Medicine, 1997

1995

A Simulation and Optimization Environment for Models in Computational Neurobiology.

Blaz Zupan, John A. Halter

Proceedings of the EUROSIM'96, 1995