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Janez Demsar

Papers on DiSC'06


Nomograms for Visualizing Support Vector Machines

Publications


Note: Links lead to the DBLP on the Web.

Janez Demsar

Minca Mramor , Gregor Leban , Janez Demsar, Blaz Zupan : Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models. AIME 2005 : 514-523

Aleks Jakulin , Martin Mozina , Janez Demsar, Ivan Bratko , Blaz Zupan : Nomograms for visualizing support vector machines. KDD 2005 : 108-117

Tomaz Curk , Janez Demsar, Qikai Xu , Gregor Leban , Uros Petrovic , Ivan Bratko , Gad Shaulsky , Blaz Zupan : Microarray data mining with visual programming. Bioinformatics 21 (3): 396-398 (2005)

Martin Mozina , Janez Demsar, Michael W. Kattan , Blaz Zupan : Nomograms for Visualization of Naive Bayesian Classifier. PKDD 2004 : 337-348

Janez Demsar, Blaz Zupan , Gregor Leban , Tomaz Curk : Orange: From Experimental Machine Learning to Interactive Data Mining. PKDD 2004 : 537-539

Aleks Jakulin , Ivan Bratko , Dragica Smrke , Janez Demsar, Blaz Zupan : Attribute Interactions in Medical Data Analysis. AIME 2003 : 229-238

Blaz Zupan , Ivan Bratko , Janez Demsar, Peter Juvan , Tomaz Curk , Urban Borstnik , J. Robert Beck , John Halter , Adam Kuspa , Gad Shaulsky : GenePath: a system for inference of genetic networks and proposal of genetic experiments. Artificial Intelligence in Medicine 29 (1-2): 107-130 (2003)

Blaz Zupan , Janez Demsar, Ivan Bratko , Peter Juvan , John A. Halter , Adam Kuspa , Gad Shaulsky : GenePath: a system for automated construction of genetic networks from mutant data. Bioinformatics 19 (3): 383-389 (2003)

Blaz Zupan , Ivan Bratko , Janez Demsar, J. Robert Beck , Adam Kuspa , Gad Shaulsky : Abductive Inference of Genetic Networks. AIME 2001 : 304-313

Peter Juvan , Blaz Zupan , Janez Demsar, Ivan Bratko , John A. Halter , Adam Kuspa , Gad Shaulsky : Web-Enabled Knowledge-Based Analysis of Genetic Data. ISMDA 2001 : 113-119

Blaz Zupan , Ivan Bratko , Marko Bohanec , Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001 : 71-101

Blaz Zupan , Ivan Bratko , Marko Bohanec , Janez Demsar: Induction of Concept Hierarchies from Noisy Data. ICML 2000 : 1199-1206

Blaz Zupan , Janez Demsar, Michael W. Kattan , J. Robert Beck , Ivan Bratko : Machine learning for survival analysis: a case study on recurrence of prostate cancer. Artificial Intelligence in Medicine 20 (1): 59-75 (2000)

Blaz Zupan , Janez Demsar, Michael W. Kattan , J. Robert Beck , Ivan Bratko : Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer. AIMDM 1999 : 346-355

Janez Demsar, Dragan Radolovic , Franc Solina : Image Retrieval System Based on Machine Learning and Using Color Features. CAIP 1999 : 480-488

Blaz Zupan , Marko Bohanec , Janez Demsar, Ivan Bratko : Learning by Discovering Concept Hierarchies. Artif. Intell. 109 (1-2): 211-242 (1999)

Blaz Zupan , Marko Bohanec , Janez Demsar, Ivan Bratko : Feature Transformation by Function Decomposition. IEEE Intelligent Systems 13 (2): 38-43 (1998)

Janez Demsar, Blaz Zupan , Marko Bohanec , Ivan Bratko : Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997 : 93-107

Blaz Zupan , Marko Bohanec , Ivan Bratko , Janez Demsar: Machine Learning by Function Decomposition. ICML 1997 : 421-429

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