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Janez Demsar: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
    Function Decomposition in Machine Learning. [Citation Graph (0, 0)][DBLP]
    Machine Learning and Its Applications, 2001, pp:71-101 [Conf]
  2. 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. [Citation Graph (0, 0)][DBLP]
    AIMDM, 1999, pp:346-355 [Conf]
  3. Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan
    Attribute Interactions in Medical Data Analysis. [Citation Graph (0, 0)][DBLP]
    AIME, 2003, pp:229-238 [Conf]
  4. Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan
    Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models. [Citation Graph (0, 0)][DBLP]
    AIME, 2005, pp:514-523 [Conf]
  5. Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky
    Abductive Inference of Genetic Networks. [Citation Graph (0, 0)][DBLP]
    AIME, 2001, pp:304-313 [Conf]
  6. Janez Demsar, Dragan Radolovic, Franc Solina
    Image Retrieval System Based on Machine Learning and Using Color Features. [Citation Graph (0, 0)][DBLP]
    CAIP, 1999, pp:480-488 [Conf]
  7. Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko
    Constructing Intermediate Concepts by Decomposition of Real Functions. [Citation Graph (0, 0)][DBLP]
    ECML, 1997, pp:93-107 [Conf]
  8. Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko
    Why Is Rule Learning Optimistic and How to Correct It. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:330-340 [Conf]
  9. Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
    Induction of Concept Hierarchies from Noisy Data. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:1199-1206 [Conf]
  10. Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar
    Machine Learning by Function Decomposition. [Citation Graph (0, 0)][DBLP]
    ICML, 1997, pp:421-429 [Conf]
  11. Peter Juvan, Blaz Zupan, Janez Demsar, Ivan Bratko, John A. Halter, Adam Kuspa, Gad Shaulsky
    Web-Enabled Knowledge-Based Analysis of Genetic Data. [Citation Graph (0, 0)][DBLP]
    ISMDA, 2001, pp:113-119 [Conf]
  12. Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan
    Nomograms for visualizing support vector machines. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:108-117 [Conf]
  13. Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk
    Orange: From Experimental Machine Learning to Interactive Data Mining. [Citation Graph (0, 0)][DBLP]
    PKDD, 2004, pp:537-539 [Conf]
  14. Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan
    Nomograms for Visualization of Naive Bayesian Classifier. [Citation Graph (0, 0)][DBLP]
    PKDD, 2004, pp:337-348 [Conf]
  15. Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
    Learning by Discovering Concept Hierarchies. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1999, v:109, n:1-2, pp:211-242 [Journal]
  16. 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. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2003, v:29, n:1-2, pp:107-130 [Journal]
  17. 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. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2000, v:20, n:1, pp:59-75 [Journal]
  18. Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan
    Microarray data mining with visual programming. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:3, pp:396-398 [Journal]
  19. 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. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2003, v:19, n:3, pp:383-389 [Journal]
  20. Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
    Feature Transformation by Function Decomposition. [Citation Graph (0, 0)][DBLP]
    IEEE Intelligent Systems, 1998, v:13, n:2, pp:38-43 [Journal]
  21. Janez Demsar
    Statistical Comparisons of Classifiers over Multiple Data Sets. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:1-30 [Journal]
  22. Peter Juvan, Janez Demsar, Gad Shaulsky, Blaz Zupan
    GenePath: from mutations to genetic networks and back. [Citation Graph (0, 0)][DBLP]
    Nucleic Acids Research, 2005, v:33, n:Web-Server-Issue, pp:749-752 [Journal]
  23. Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky
    Discovery of Genetic Networks Through Abduction and Qualitative Simulation. [Citation Graph (0, 0)][DBLP]
    Computational Discovery of Scientific Knowledge, 2007, pp:228-247 [Conf]

  24. Visualization-based cancer microarray data classification analysis. [Citation Graph (, )][DBLP]


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