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Blaz Zupan: [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. Blaz Zupan, Saso Dzeroski
    Acquiring and Validating Background Knowledge for Machine Learning Using Function Decomposition. [Citation Graph (0, 0)][DBLP]
    AIME, 1997, pp:86-97 [Conf]
  7. Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood
    Relating clinical and neurophysiological assessment of spasticity by machine learning. [Citation Graph (0, 0)][DBLP]
    CBMS, 1997, pp:190-194 [Conf]
  8. 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]
  9. Blaz Zupan, John A. Halter
    A Simulation and Optimization Environment for Models in Computational Neurobiology. [Citation Graph (0, 0)][DBLP]
    EUROSIM, 1995, pp:963-968 [Conf]
  10. 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]
  11. Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar
    Machine Learning by Function Decomposition. [Citation Graph (0, 0)][DBLP]
    ICML, 1997, pp:421-429 [Conf]
  12. Nada Lavrac, Peter A. Flach, Blaz Zupan
    Rule Evaluation Measures: A Unifying View. [Citation Graph (0, 0)][DBLP]
    ILP, 1999, pp:174-185 [Conf]
  13. 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]
  14. 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]
  15. Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan
    Simple and effective visual models for gene expression cancer diagnostics. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:167-176 [Conf]
  16. Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik
    A Dataset Decomposition Approach to Data Mining and Machine Discovery. [Citation Graph (0, 0)][DBLP]
    KDD, 1997, pp:299-302 [Conf]
  17. 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]
  18. 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]
  19. 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]
  20. Nada Lavrac, Blaz Zupan, Igor Kononenko, Matjaz Kukar, Elpida T. Keravnou
    Intelligent Data Analysis for Medical Diagnosis: Using Machine Learning and Temporal Abstraction. [Citation Graph (0, 0)][DBLP]
    AI Commun., 1998, v:11, n:3-4, pp:191-218 [Journal]
  21. 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]
  22. Blaz Zupan, Saso Dzeroski
    Acquiring background knowledge for machine learning using function decomposition: a case study in rheumatology. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 1998, v:14, n:1-2, pp:101-117 [Journal]
  23. 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]
  24. Blaz Zupan, John H. Holmes, Riccardo Bellazzi
    Knowledge-based data analysis and interpretation. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2006, v:37, n:3, pp:163-165 [Journal]
  25. 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]
  26. Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan
    VizRank: finding informative data projections in functional genomics by machine learning. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:3, pp:413-414 [Journal]
  27. 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]
  28. Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko
    VizRank: Data Visualization Guided by Machine Learning. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2006, v:13, n:2, pp:119-136 [Journal]
  29. Marko Bohanec, Blaz Zupan
    A function-decomposition method for development of hierarchical multi-attribute decision models. [Citation Graph (0, 0)][DBLP]
    Decision Support Systems, 2004, v:36, n:3, pp:215-233 [Journal]
  30. Martin Znidarsic, Marko Bohanec, Blaz Zupan
    proDEX - A DSS tool for environmental decision-making. [Citation Graph (0, 0)][DBLP]
    Environmental Modelling and Software, 2006, v:21, n:10, pp:1514-1516 [Journal]
  31. 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]
  32. Marjan Krisper, Blaz Zupan
    Construction and application of hierarchical socioeconomic decision models. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 2002, v:26, n:1, pp:- [Journal]
  33. Blaz Zupan, Marko Bohanec
    Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 1998, v:22, n:2, pp:- [Journal]
  34. Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan
    Spam Filtering Using Statistical Data Compression Models. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:6, n:, pp:2673-2698 [Journal]
  35. 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]
  36. Blaz Zupan, Albert Mo Kim Cheng
    Optimization of Rule-Based Systems Using State Space Graphs. [Citation Graph (0, 9)][DBLP]
    IEEE Trans. Knowl. Data Eng., 1998, v:10, n:2, pp:238-254 [Journal]
  37. 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]

  38. On Quality of Different Annotation Sources for Gene Expression Analysis. [Citation Graph (, )][DBLP]


  39. Subgroup Discovery in Data Sets with Multi-dimensional Responses: A Method and a Case Study in Traumatology. [Citation Graph (, )][DBLP]


  40. Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. [Citation Graph (, )][DBLP]


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


  42. Polyketide synthase genes and the natural products potential of Dictyostelium discoideum. [Citation Graph (, )][DBLP]


  43. dictyExpress: a Dictyostelium discoideum gene expression database with an explorative data analysis web-based interface. [Citation Graph (, )][DBLP]


  44. New components of the Dictyostelium PKA pathway revealed by Bayesian analysis of expression data. [Citation Graph (, )][DBLP]


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