Janez Demsar

发表

Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence

Ivan Bratko, Blaz Zupan, Michael W. Kattan, 1999, MIE.

Orange: From Experimental Machine Learning to Interactive Data Mining

Blaz Zupan, Tomaz Curk, Janez Demsar, 2004, PKDD.

Prognostic Model for Terminally Ill Cancer Patients on Laboratory Data

Blaz Zupan, Janez Demsar, Kim Dunn, 2002, American Medical Informatics Association Annual Symposium.

Algorithms for subsetting attribute values with Relief

Janez Demsar, J. Demšar, 2010, Machine Learning.

Image Retrieval System Based on Machine Learning and Using Color Features

Franc Solina, Janez Demsar, Dragan Radolovic, 1999, CAIP.

Constructing Intermediate Concepts by Decomposition of Real Functions

Ivan Bratko, Blaz Zupan, Marko Bohanec, 1997, ECML.

Nomograms for visualizing support vector machines

Ivan Bratko, Martin Mozina, Blaz Zupan, 2005, KDD '05.

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

Blaz Zupan, Janez Demsar, Gregor Leban, 2005, AIME.

Visualization and Concept Drift Detection Using Explanations of Incremental Models

Igor Kononenko, Janez Demsar, Zoran Bosnic, 2014, Informatica.

Computer Aided Melodic Analysis using Suffix Tree

Janez Demsar, Andrej Brodnik, Matevz Jekovec, 2012, ICMC.

Orange: data mining toolbox in python

Martin Mozina, Marinka Zitnik, Blaz Zupan, 2013, J. Mach. Learn. Res..

Learning by Discovering Concept Hierarchies

Ivan Bratko, Blaz Zupan, Marko Bohanec, 1999, Artif. Intell..

Transformation of attribute space by function decomposition

Ivan Bratko, Blaz Zupan, Janez Demsar, 2001, Data Fusion and Perception.

Using machine learning for content-based image retrieving

Franc Solina, Janez Demsar, 1996, Proceedings of 13th International Conference on Pattern Recognition.

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

Blaz Zupan, Janez Demsar, Gregor Leban, 2007, J. Biomed. Informatics.

Statistical comparison of classifiers through Bayesian hierarchical modelling

Marco Zaffalon, Francesca Mangili, Alessio Benavoli, 2016, Machine Learning.

Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer

Ivan Bratko, Blaz Zupan, Michael W. Kattan, 1999, AIMDM.

Data and text mining Visualization-based cancer microarray data classification analysis

Blaz Zupan, Janez Demsar, Gregor Leban, 2007 .

Discovery of Genetic Networks Through Abduction and Qualitative Simulation

Ivan Bratko, Blaz Zupan, John A. Halter, 2007, Computational Discovery of Scientific Knowledge.

Abductive Inference of Genetic Networks

Ivan Bratko, Blaz Zupan, Janez Demsar, 2001, AIME.

Feature Transformation by Function Decomposition

Ivan Bratko, Blaz Zupan, Marko Bohanec, 1998, IEEE Intell. Syst..

Extracting qualitative relations from categorical data

Ivan Bratko, Jure Zabkar, Janez Demsar, 2016, Artif. Intell..

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

Ivan Bratko, Blaz Zupan, Michael W. Kattan, 2000, Artif. Intell. Medicine.

GenePath: from mutations to genetic networks and back

Blaz Zupan, Janez Demsar, Gad Shaulsky, 2005, Nucleic Acids Res..

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

Ivan Bratko, Blaz Zupan, John A. Halter, 2003, Artif. Intell. Medicine.

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

Blaz Zupan, Janez Demsar, J. Robert Beck, 2001, Int. J. Medical Informatics.

Small network completion using frequent subnetworks

Janez Demsar, Matija Polajnar, J. Demšar, 2015, Intell. Data Anal..

FragViz: visualization of fragmented networks

Blaz Zupan, Janez Demsar, Minca Mramor, 2010, BMC Bioinformatics.

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demsar, J. Demšar, 2006, J. Mach. Learn. Res..

Open-source tools for data mining.

Blaz Zupan, Janez Demsar, J. Demšar, 2008, Clinics in laboratory medicine.

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

Anup Parikh, Blaz Zupan, Janez Demsar, 2019, Bioinform..

Extreme value correction: a method for correcting optimistic estimations in rule learning

Ivan Bratko, Martin Mozina, Jure Zabkar, 2018, Machine Learning.

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

Blaz Zupan, Tomaz Curk, Janez Demsar, 2009, MLSB.

Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis pdf

Marco Zaffalon, Alessio Benavoli, Janez Demsar, 2016, J. Mach. Learn. Res..

Function Decomposition in Machine Learning

Ivan Bratko, Blaz Zupan, Marko Bohanec, 2001, Machine Learning and Its Applications.

A combinatorial approach to graphlet counting

Janez Demsar, Tomaz Hocevar, J. Demšar, 2014, Bioinform..

Nomograms for Visualization of Naive Bayesian Classifier

Martin Mozina, Blaz Zupan, Michael W. Kattan, 2004, PKDD.

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

Ivan Bratko, Blaz Zupan, John A. Halter, 2001, MedInfo.

Machine Learning by Function Decomposition

Ivan Bratko, Blaz Zupan, Marko Bohanec, 1997, ICML.

Attribute Interactions in Medical Data Analysis

Ivan Bratko, Blaz Zupan, Aleks Jakulin, 2003, AIME.

Learning Qualitative Models from Numerical Data: Extended abstract

Ivan Bratko, Martin Mozina, Jure Zabkar, 2013, IJCAI.

Combinatorial algorithm for counting small induced graphs and orbits

Janez Demsar, Tomaz Hocevar, J. Demšar, 2017, PloS one.

Microarray data mining with visual programming

Ivan Bratko, Blaz Zupan, Tomaz Curk, 2005, Bioinform..

CS Unplugged: Experiences and Extensions

Janez Demsar, Irena Demsar, 2015, ISSEP.

Learning Predictive Qualitative Models with Padé

Ivan Bratko, Martin Mozina, Jure Zabkar, 2011, Informatica.

Induction of Concept Hierarchies from Noisy Data

Ivan Bratko, Blaz Zupan, Marko Bohanec, 2000, ICML.

Orange: Data Mining Fruitful and Fun - A Historical Perspective

Blaz Zupan, Janez Demsar, J. Demšar, 2013, Informatica.

Learning qualitative models from numerical data

Ivan Bratko, Martin Mozina, Jure Zabkar, 2011, Artif. Intell..

Web-Enabled Knowledge-Based Analysis of Genetic Data

Ivan Bratko, Blaz Zupan, John A. Halter, 2001, ISMDA.

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

Ivan Bratko, Blaz Zupan, John A. Halter, 2003, Bioinform..

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

Scott Boyer, Blaz Zupan, Lars Carlsson, 2014, J. Chem. Inf. Model..

Concurrent software architectures for exploratory data analysis

Blaz Zupan, Janez Demsar, Anze Staric, 2015, WIREs Data Mining Knowl. Discov..

Hands-on training about overfitting

Blaz Zupan, Janez Demsar, J. Demšar, 2021, PLoS Comput. Biol..

Predictive model for estimating risk of crush syndrome: a data mining approach.

Martin Mozina, Blaz Zupan, Janez Demsar, 2007, The Journal of trauma.

Does replication groups scoring reduce false positive rate in SNP interaction discovery?

Blaz Zupan, Tomaz Curk, Janez Demsar, 2009, BMC Genomics.