Janez Demsar

2007
25	EE	Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky: Discovery of Genetic Networks Through Abduction and Qualitative Simulation. Computational Discovery of Scientific Knowledge 2007: 228-247
24	EE	Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan: Visualization-based cancer microarray data classification analysis. Bioinformatics 23(16): 2147-2154 (2007)
23	EE	Janez Demsar, Gregor Leban, Blaz Zupan: FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data. Journal of Biomedical Informatics 40(6): 661-671 (2007)
2006
22	EE	Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko: Why Is Rule Learning Optimistic and How to Correct It. ECML 2006: 330-340
21	EE	Janez Demsar: Statistical Comparisons of Classifiers over Multiple Data Sets. Journal of Machine Learning Research 7: 1-30 (2006)
2005
20	EE	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
19	EE	Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan: Nomograms for visualizing support vector machines. KDD 2005: 108-117
18	EE	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)
17	EE	Peter Juvan, Janez Demsar, Gad Shaulsky, Blaz Zupan: GenePath: from mutations to genetic networks and back. Nucleic Acids Research 33(Web-Server-Issue): 749-752 (2005)
2004
16	EE	Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan: Nomograms for Visualization of Naive Bayesian Classifier. PKDD 2004: 337-348
15	EE	Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk: Orange: From Experimental Machine Learning to Interactive Data Mining. PKDD 2004: 537-539
2003
14	EE	Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan: Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238
13	EE	Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Tomaz Curk, Urban Borstnik, J. Robert Beck, John A. 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)
12		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)
2001
11	EE	Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky: Abductive Inference of Genetic Networks. AIME 2001: 304-313
10	EE	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
9	EE	Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101
2000
8		Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Induction of Concept Hierarchies from Noisy Data. ICML 2000: 1199-1206
7		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)
1999
6	EE	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
5	EE	Janez Demsar, Dragan Radolovic, Franc Solina: Image Retrieval System Based on Machine Learning and Using Color Features. CAIP 1999: 480-488
4	EE	Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Learning by Discovering Concept Hierarchies. Artif. Intell. 109(1-2): 211-242 (1999)
1998
3		Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Feature Transformation by Function Decomposition. IEEE Intelligent Systems 13(2): 38-43 (1998)
1997
2		Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko: Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997: 93-107
1		Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar: Machine Learning by Function Decomposition. ICML 1997: 421-429

Coauthor Index

1	J. Robert Beck	[6] [7] [11] [13]
2	Marko Bohanec	[1] [2] [3] [4] [8] [9]
3	Urban Borstnik	[13]
4	Ivan Bratko	[1] [2] [3] [4] [6] [7] [8] [9] [10] [11] [12] [13] [14] [18] [19] [22] [25]
5	Tomaz Curk	[13] [15] [18]
6	John A. Halter	[10] [12] [13] [25]
7	Aleks Jakulin	[14] [19]
8	Peter Juvan	[10] [12] [13] [17] [25]
9	Michael W. Kattan	[6] [7] [16]
10	Adam Kuspa	[10] [11] [12] [13] [25]
11	Gregor Leban	[15] [18] [20] [23] [24]
12	Martin Mozina	[16] [19] [22]
13	Minca Mramor	[20] [24]
14	Uros Petrovic	[18]
15	Dragan Radolovic	[5]
16	Gad Shaulsky	[10] [11] [12] [13] [17] [18] [25]
17	Dragica Smrke	[14]
18	Franc Solina	[5]
19	Qikai Xu	[18]
20	Jure Zabkar	[22]
21	Blaz Zupan	[1] [2] [3] [4] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [23] [24] [25]

Colors in the list of coauthors