Janez Demsar

57 papers A* 4B 4C 1Misc 1Journal 33Unranked 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Hands-on training about data clustering with orange data mining toolbox.
PLoS Comput. Biol.
Janez Demsar, Blaz Zupan
2021 J jnl
Hands-on training about overfitting.
PLoS Comput. Biol.
Janez Demsar, Blaz Zupan
2020 J jnl
Emotion Recognition on Twitter: Comparative Study and Training a Unison Model.
IEEE Trans. Affect. Comput.
Niko Colneric, Janez Demsar
2019 J jnl
Extreme value correction: a method for correcting optimistic estimations in rule learning.
Mach. Learn.
Martin Mozina, Janez Demsar, Ivan Bratko, Jure Zabkar
2019 J jnl
scOrange - a tool for hands-on training of concepts from single-cell data analytics.
Bioinform.
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
2017 J jnl
Statistical comparison of classifiers through Bayesian hierarchical modelling.
Mach. Learn.
Giorgio Corani, Alessio Benavoli, Janez Demsar, Francesca Mangili, Marco Zaffalon
2017 J jnl
Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis.
J. Mach. Learn. Res.
Alessio Benavoli, Giorgio Corani, Janez Demsar, Marco Zaffalon
2016 J jnl
Combinatorial algorithm for counting small induced graphs and orbits.
CoRR
Tomaz Hocevar, Janez Demsar
2016 J jnl
Extracting qualitative relations from categorical data.
Artif. Intell.
Jure Zabkar, Ivan Bratko, Janez Demsar
2016 J jnl
Statistical comparison of classifiers through Bayesian hierarchical modelling.
CoRR
Giorgio Corani, Alessio Benavoli, Janez Demsar, Francesca Mangili, Marco Zaffalon
2016 J jnl
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis.
CoRR
Alessio Benavoli, Giorgio Corani, Janez Demsar, Marco Zaffalon
2015 — conf
CS Unplugged: Experiences and Extensions.
ISSEP
Irena Demsar, Janez Demsar
2015 J jnl
Concurrent software architectures for exploratory data analysis.
WIREs Data Mining Knowl. Discov.
Anze Staric, Janez Demsar, Blaz Zupan
2015 J jnl
Small network completion using frequent subnetworks.
Intell. Data Anal.
Matija Polajnar, Janez Demsar
2014 J jnl
A combinatorial approach to graphlet counting.
Bioinform.
Tomaz Hocevar, Janez Demsar
2014 J jnl
Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models.
J. Chem. Inf. Model.
Marko Toplak, Rok Mocnik, Matija Polajnar, Zoran Bosnic, Lars Carlsson, Catrin Hasselgren Arnby, Janez Demsar, Scott Boyer, Blaz Zupan, Jonna C. Stålring
2014 J jnl
Visualization and Concept Drift Detection Using Explanations of Incremental Models.
Informatica (Slovenia)
Janez Demsar, Zoran Bosnic, Igor Kononenko
2013 A* conf
Learning Qualitative Models from Numerical Data: Extended abstract.
IJCAI
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
2013 J jnl
Orange: Data Mining Fruitful and Fun - A Historical Perspective.
Informatica (Slovenia)
Janez Demsar, Blaz Zupan
2013 J jnl
Orange: data mining toolbox in python.
J. Mach. Learn. Res.
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
2012 — conf
Computer Aided Melodic Analysis using Suffix Tree.
ICMC
Matevz Jekovec, Janez Demsar, Andrej Brodnik
2011 J jnl
Learning Predictive Qualitative Models with Padé.
Informatica (Slovenia)
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
2011 J jnl
Learning qualitative models from numerical data.
Artif. Intell.
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
2010 J jnl
Algorithms for subsetting attribute values with Relief.
Mach. Learn.
Janez Demsar
2010 J jnl
FragViz: visualization of fragmented networks.
BMC Bioinform.
Miha Stajdohar, Minca Mramor, Blaz Zupan, Janez Demsar
2010 — conf
On utility of gene set signatures in gene expression-based cancer class prediction.
MLSB
Minca Mramor, Marko Toplak, Gregor Leban, Tomaz Curk, Janez Demsar, Blaz Zupan
2007 — ch.
Discovery of Genetic Networks Through Abduction and Qualitative Simulation.
Computational Discovery of Scientific Knowledge
Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky
2007 J jnl
FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data.
J. Biomed. Informatics
Janez Demsar, Gregor Leban, Blaz Zupan
2007 J jnl
Visualization-based cancer microarray data classification analysis.
Bioinform.
Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan
2006 J jnl
Statistical Comparisons of Classifiers over Multiple Data Sets.
J. Mach. Learn. Res.
Janez Demsar
2006 — conf
Why Is Rule Learning Optimistic and How to Correct It.
ECML
Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko
2005 B conf
Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models.
AIME
Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan
2005 J jnl
GenePath: from mutations to genetic networks and back.
Nucleic Acids Res.
Peter Juvan, Janez Demsar, Gad Shaulsky, Blaz Zupan
2005 J jnl
Microarray data mining with visual programming.
Bioinform.
Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan
2005 A* conf
Nomograms for visualizing support vector machines.
KDD
Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan
2004 — conf
Nomograms for Visualization of Naive Bayesian Classifier.
PKDD
Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan
2004 — conf
Orange: From Experimental Machine Learning to Interactive Data Mining.
PKDD
Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk
2003 B conf
Attribute Interactions in Medical Data Analysis.
AIME
Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan
2003 J jnl
GenePath: a system for automated construction of genetic networks from mutant data.
Bioinform.
Blaz Zupan, Janez Demsar, Ivan Bratko, Peter Juvan, John A. Halter, Adam Kuspa, Gad Shaulsky
2003 J jnl
GenePath: a system for inference of genetic networks and proposal of genetic experiments.
Artif. Intell. Medicine
Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Tomaz Curk, Urban Borstnik, J. Robert Beck, John A. Halter, Adam Kuspa, Gad Shaulsky
2002 Misc conf
Prognostic Model for Terminally Ill Cancer Patients on Laboratory Data.
AMIA
Kenji Hira, Noriaki Aoki, Akitoshi Hayashi, Janez Demsar, Blaz Zupan, Kim Dunn, William Jack Schull, Tsuguya Fukui
2001 B conf
Abductive Inference of Genetic Networks.
AIME
Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky
2001 J jnl
Feature mining and predictive model construction from severe trauma patient's data.
Int. J. Medical Informatics
Janez Demsar, Blaz Zupan, Noriaki Aoki, Matthew J. Wall, Thomas H. Granchi, J. Robert Beck
2001 — conf
Function Decomposition in Machine Learning.
Machine Learning and Its Applications
Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
2001 — conf
GenePath: A Computer Program for Genetic Pathway Discovery from Mutant Data.
MedInfo
Janez Demsar, Blaz Zupan, Ivan Bratko, Adam Kuspa, John A. Halter, Robert J. Beck, Gad Shaulsky
2001 — ch.
Transformation of attribute space by function decomposition.
Data Fusion and Perception
Janez Demsar, Blaz Zupan, Ivan Bratko
2001 — conf
Web-Enabled Knowledge-Based Analysis of Genetic Data.
ISMDA
Peter Juvan, Blaz Zupan, Janez Demsar, Ivan Bratko, John A. Halter, Adam Kuspa, Gad Shaulsky
2000 A* conf
Induction of Concept Hierarchies from Noisy Data.
ICML
Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
2000 J jnl
Machine learning for survival analysis: a case study on recurrence of prostate cancer.
Artif. Intell. Medicine
Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko
1999 C conf
Image Retrieval System Based on Machine Learning and Using Color Features.
CAIP
Janez Demsar, Dragan Radolovic, Franc Solina
1999 J jnl
Learning by Discovering Concept Hierarchies.
Artif. Intell.
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
1999 — conf
Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer.
AIMDM
Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko
1999 — conf
Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence.
MIE
Janez Demsar, Blaz Zupan, Michael W. Kattan, J. Robert Beck, Ivan Bratko
1998 J jnl
Feature Transformation by Function Decomposition.
IEEE Intell. Syst.
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
1997 — conf
Constructing Intermediate Concepts by Decomposition of Real Functions.
ECML
Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko
1997 A* conf
Machine Learning by Function Decomposition.
ICML
Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar
1996 B conf
Using machine learning for content-based image retrieving.
ICPR
Janez Demsar, Franc Solina