Please note: This is a beta version of the new dblp website.
You can find the classic dblp view of this page here.
You can find the classic dblp view of this page here.
Janez Demsar
2010 – today
- 2011
[j15]Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar: Learning qualitative models from numerical data. Artif. Intell. 175(9-10): 1604-1619 (2011)- 2010
- [j14]Miha Stajdohar, Minca Mramor, Blaz Zupan, Janez Demsar: FragViz: visualization of fragmented networks. BMC Bioinformatics 11: 475 (2010)
- [j13]Minca Mramor, Marko Toplak, Gregor Leban, Tomaz Curk, Janez Demsar, Blaz Zupan: On utility of gene set signatures in gene expression-based cancer class prediction. Journal of Machine Learning Research - Proceedings Track 8: 55-64 (2010)
- [j12]Janez Demsar: Algorithms for subsetting attribute values with Relief. Machine Learning 78(3): 421-428 (2010)
2000 – 2009
- 2007
- [j11]Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan: Visualization-based cancer microarray data classification analysis. Bioinformatics 23(16): 2147-2154 (2007)
- [j10]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)
- [c15]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
- 2006
- [j9]Janez Demsar: Statistical Comparisons of Classifiers over Multiple Data Sets. Journal of Machine Learning Research 7: 1-30 (2006)
- [c14]Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko: Why Is Rule Learning Optimistic and How to Correct It. ECML 2006: 330-340
- 2005
- [j8]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)
- [j7]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)
- [c13]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
- [c12]Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan: Nomograms for visualizing support vector machines. KDD 2005: 108-117
- 2004
- [c11]Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan: Nomograms for Visualization of Naive Bayesian Classifier. PKDD 2004: 337-348
- [c10]Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk: Orange: From Experimental Machine Learning to Interactive Data Mining. PKDD 2004: 537-539
- 2003
- [j6]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)
- [j5]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)
- [c9]Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan: Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238
- 2001
- [j4]Janez Demsar, Blaz Zupan, Noriaki Aoki, Matthew J. Wall, Thomas H. Granchi, J. Robert Beck: Feature mining and predictive model construction from severe trauma patient's data. I. J. Medical Informatics 63(1-2): 41-50 (2001)
- [c8]Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101
- [c7]Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky: Abductive Inference of Genetic Networks. AIME 2001: 304-313
- [c6]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
- 2000
- [j3]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)
- [c5]Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Induction of Concept Hierarchies from Noisy Data. ICML 2000: 1199-1206
1990 – 1999
- 1999
- [j2]Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Learning by Discovering Concept Hierarchies. Artif. Intell. 109(1-2): 211-242 (1999)
- [c4]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
- [c3]Janez Demsar, Dragan Radolovic, Franc Solina: Image Retrieval System Based on Machine Learning and Using Color Features. CAIP 1999: 480-488
- 1998
- [j1]Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Feature Transformation by Function Decomposition. IEEE Intelligent Systems 13(2): 38-43 (1998)
- 1997
- [c2]Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko: Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997: 93-107
- [c1]Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar: Machine Learning by Function Decomposition. ICML 1997: 421-429
Coauthor Index
data released under the ODC-BY 1.0 license. See also our legal information page
last updated on 2012-12-02 22:00 CET by the dblp team