Using machine learning for content-based image retrieving. - Janez Demsar; Franc Solina (ICPR, 1996)

Constructing Intermediate Concepts by Decomposition of Real Functions. - Janez Demsar; Blaz Zupan; Marko Bohanec; Ivan Bratko (ECML, 1997)

Machine Learning by Function Decomposition. - Blaz Zupan; Marko Bohanec; Ivan Bratko; Janez Demsar (ICML, 1997)

Feature Transformation by Function Decomposition. - Blaz Zupan; Marko Bohanec; Janez Demsar; Ivan Bratko (IEEE Intell. Syst., 1998)

Image Retrieval System Based on Machine Learning and Using Color Features. - Janez Demsar; Dragan Radolovic; Franc Solina (CAIP, 1999)

Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence. - Janez Demsar; Blaz Zupan; Michael W. Kattan; J. Robert Beck; Ivan Bratko (MIE, 1999)

Learning by Discovering Concept Hierarchies. - Blaz Zupan; Marko Bohanec; Janez Demsar; Ivan Bratko (Artif. Intell., 1999)

Induction of Concept Hierarchies from Noisy Data. - Blaz Zupan; Ivan Bratko; Marko Bohanec; Janez Demsar (ICML, 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)

Transformation of attribute space by function decomposition. - Janez Demsar; Blaz Zupan; Ivan Bratko (Data Fusion and Perception, 2001)

Function Decomposition in Machine Learning. - Blaz Zupan; Ivan Bratko; Marko Bohanec; Janez Demsar (Machine Learning and Its Applications, 2001)

Abductive Inference of Genetic Networks. - Blaz Zupan; Ivan Bratko; Janez Demsar; J. Robert Beck; Adam Kuspa; Gad Shaulsky (AIME, 2001)

Web-Enabled Knowledge-Based Analysis of Genetic Data. - Peter Juvan; Blaz Zupan; Janez Demsar; Ivan Bratko; John A. Halter; Adam Kuspa; Gad Shaulsky (ISMDA, 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 (MedInfo, 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)

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 (AMIA, 2002)

Attribute Interactions in Medical Data Analysis. - Aleks Jakulin; Ivan Bratko; Dragica Smrke; Janez Demsar; Blaz Zupan (AIME, 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)

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)

Orange: From Experimental Machine Learning to Interactive Data Mining. - Janez Demsar; Blaz Zupan; Gregor Leban; Tomaz Curk (PKDD, 2004)

Nomograms for Visualization of Naive Bayesian Classifier. - Martin Mozina; Janez Demsar; Michael W. Kattan; Blaz Zupan (PKDD, 2004)

Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models. - Minca Mramor; Gregor Leban; Janez Demsar; Blaz Zupan (AIME, 2005)

Nomograms for visualizing support vector machines. - Aleks Jakulin; Martin Mozina; Janez Demsar; Ivan Bratko; Blaz Zupan (KDD, 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)

GenePath: from mutations to genetic networks and back. - Peter Juvan; Janez Demsar; Gad Shaulsky; Blaz Zupan (Nucleic Acids Res., 2005)

Why Is Rule Learning Optimistic and How to Correct It. - Martin Mozina; Janez Demsar; Jure Zabkar; Ivan Bratko (ECML, 2006)

Statistical Comparisons of Classifiers over Multiple Data Sets. - Janez Demsar (J. Mach. Learn. Res., 2006)

Discovery of Genetic Networks Through Abduction and Qualitative Simulation. - Blaz Zupan; Ivan Bratko; Janez Demsar; Peter Juvan; Adam Kuspa; John A. Halter; Gad Shaulsky (Computational Discovery of Scientific Knowledge, 2007)

Visualization-based cancer microarray data classification analysis. - Minca Mramor; Gregor Leban; Janez Demsar; Blaz Zupan (Bioinform., 2007)

FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data. - Janez Demsar; Gregor Leban; Blaz Zupan (J. Biomed. Informatics, 2007)

FragViz: visualization of fragmented networks. - Miha Stajdohar; Minca Mramor; Blaz Zupan; Janez Demsar (BMC Bioinform., 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 (MLSB, 2010)

Algorithms for subsetting attribute values with Relief. - Janez Demsar (Mach. Learn., 2010)

Learning qualitative models from numerical data. - Jure Zabkar; Martin Mozina; Ivan Bratko; Janez Demsar (Artif. Intell., 2011)

Learning Predictive Qualitative Models with Padé. - Jure Zabkar; Martin Mozina; Ivan Bratko; Janez Demsar (Informatica (Slovenia), 2011)

Computer Aided Melodic Analysis using Suffix Tree. - Matevz Jekovec; Janez Demsar; Andrej Brodnik (ICMC, 2012)

Learning Qualitative Models from Numerical Data: Extended abstract. - Jure Zabkar; Martin Mozina; Ivan Bratko; Janez Demsar (IJCAI, 2013)

Orange: Data Mining Fruitful and Fun - A Historical Perspective. - Janez Demsar; Blaz Zupan (Informatica (Slovenia), 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; et al. (J. Mach. Learn. Res., 2013)

A combinatorial approach to graphlet counting. - Tomaz Hocevar; Janez Demsar (Bioinform., 2014)

Visualization and Concept Drift Detection Using Explanations of Incremental Models. - Janez Demsar; Zoran Bosnic; Igor Kononenko 001 (Informatica (Slovenia), 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)

CS Unplugged: Experiences and Extensions. - Irena Demsar; Janez Demsar (ISSEP, 2015)

Small network completion using frequent subnetworks. - Matija Polajnar; Janez Demsar (Intell. Data Anal., 2015)

Concurrent software architectures for exploratory data analysis. - Anze Staric; Janez Demsar; Blaz Zupan (WIREs Data Mining Knowl. Discov., 2015)

Extracting qualitative relations from categorical data. - Jure Zabkar; Ivan Bratko; Janez Demsar (Artif. Intell., 2016)

Combinatorial algorithm for counting small induced graphs and orbits. - Tomaz Hocevar; Janez Demsar (CoRR, 2016)

Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis. - Alessio Benavoli; Giorgio Corani; Janez Demsar; Marco Zaffalon (J. Mach. Learn. Res., 2017)

Statistical comparison of classifiers through Bayesian hierarchical modelling. - Giorgio Corani; Alessio Benavoli; Janez Demsar; Francesca Mangili; Marco Zaffalon (Mach. Learn., 2017)

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; et al. (Bioinform., 2019)

Extreme value correction: a method for correcting optimistic estimations in rule learning. - Martin Mozina; Janez Demsar; Ivan Bratko; Jure Zabkar (Mach. Learn., 2019)

Emotion Recognition on Twitter: Comparative Study and Training a Unison Model. - Niko Colneric; Janez Demsar (IEEE Trans. Affect. Comput., 2020)

Hands-on training about overfitting. - Janez Demsar; Blaz Zupan (PLoS Comput. Biol., 2021)

Hands-on training about data clustering with orange data mining toolbox. - Janez Demsar; Blaz Zupan (PLoS Comput. Biol., 2024)