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Ivan Bratko: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Bojan Cestnik, Igor Kononenko, Ivan Bratko
    ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users. [Citation Graph (1, 0)][DBLP]
    EWSL, 1987, pp:31-45 [Conf]
  2. Ivan Bratko
    Dynamic System Simulation with Qualitative Differential Equations. [Citation Graph (0, 0)][DBLP]
    Advanced Topics in Artificial Intelligence, 1992, pp:431-439 [Conf]
  3. 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]
  4. Aleksander Sadikov, Ivan Bratko, Igor Kononenko
    Search versus Knowledge: An Empirical Study of Minimax on KRK. [Citation Graph (0, 0)][DBLP]
    ACG, 2003, pp:33-44 [Conf]
  5. Ivan Bratko, Marko Grobelnik
    Inductive Learning Applied to Program Construction and Verification. [Citation Graph (0, 0)][DBLP]
    AIFIPP, 1992, pp:169-182 [Conf]
  6. 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]
  7. 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]
  8. 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]
  9. Andraz Bezek, Matjaz Gams, Ivan Bratko
    Multi-agent strategic modeling in a robotic soccer domain. [Citation Graph (0, 0)][DBLP]
    AAMAS, 2006, pp:457-464 [Conf]
  10. Ivan Bratko
    Symbolic Derivation of Chess Patterns. [Citation Graph (0, 0)][DBLP]
    ECAI, 1982, pp:185-189 [Conf]
  11. Bojan Cestnik, Ivan Bratko
    Learning Redundant Rules in Noisy Domains. [Citation Graph (0, 0)][DBLP]
    ECAI, 1988, pp:348-350 [Conf]
  12. Donald Michie, Ivan Bratko
    Advice Table Representations of Chess End-Game Knowledge. [Citation Graph (0, 0)][DBLP]
    AISB/GI (ECAI), 1978, pp:194-200 [Conf]
  13. Martin Mozina, Jure Zabkar, Ivan Bratko
    Argument Based Rule Learning. [Citation Graph (0, 0)][DBLP]
    ECAI, 2006, pp:504-508 [Conf]
  14. Aleksander Sadikov, Ivan Bratko
    Pessimistic Heuristics Beat Optimistic Ones in Real-Time Search. [Citation Graph (0, 0)][DBLP]
    ECAI, 2006, pp:148-152 [Conf]
  15. Tanja Urbancic, Ivan Bratko
    Reconstructing Human Skill with Machine Learning. [Citation Graph (0, 0)][DBLP]
    ECAI, 1994, pp:498-502 [Conf]
  16. 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]
  17. Bojan Cestnik, Ivan Bratko
    On Estimating Probabilities in Tree Pruning. [Citation Graph (0, 0)][DBLP]
    EWSL, 1991, pp:138-150 [Conf]
  18. Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik
    Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:399-402 [Conf]
  19. 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]
  20. Dorian Suc, Ivan Bratko
    Problem Decomposition for Behavioural Cloning. [Citation Graph (0, 0)][DBLP]
    ECML, 2000, pp:382-391 [Conf]
  21. Dorian Suc, Ivan Bratko
    Induction of Qualitative Trees. [Citation Graph (0, 0)][DBLP]
    ECML, 2001, pp:442-453 [Conf]
  22. Dorian Suc, Ivan Bratko
    Improving Numerical Prediction with Qualitative Constraints. [Citation Graph (0, 0)][DBLP]
    ECML, 2003, pp:385-396 [Conf]
  23. Dorian Suc, Ivan Bratko, Claude Sammut
    Learning to Fly Simple and Robust. [Citation Graph (0, 0)][DBLP]
    ECML, 2004, pp:407-418 [Conf]
  24. Ivan Bratko
    Applications of Machine Learning: Towards Knowledge Synthesis. [Citation Graph (0, 0)][DBLP]
    FGCS, 1992, pp:1207-1218 [Conf]
  25. Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko
    Application of Argument Based Machine Learning to Law. [Citation Graph (0, 0)][DBLP]
    ICAIL, 2005, pp:248-249 [Conf]
  26. Ivan Bratko, Stephen Muggleton, Alen Varsek
    Learning Qualitative Models of Dynamic Systems. [Citation Graph (0, 0)][DBLP]
    ML, 1991, pp:385-388 [Conf]
  27. Aleks Jakulin, Ivan Bratko
    Testing the significance of attribute interactions. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  28. Dorian Suc, Ivan Bratko
    Qualitative reverse engineering. [Citation Graph (0, 0)][DBLP]
    ICML, 2002, pp:610-617 [Conf]
  29. 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]
  30. Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar
    Machine Learning by Function Decomposition. [Citation Graph (0, 0)][DBLP]
    ICML, 1997, pp:421-429 [Conf]
  31. Ivan Bratko, Dorian Suc
    Using Machine Learning to Understand Operator's Skill. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 2002, pp:812-823 [Conf]
  32. Mitja Lustrek, Matjaz Gams, Ivan Bratko
    Why Minimax Works: An Alternative Explanation. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:212-217 [Conf]
  33. Dorian Suc, Ivan Bratko
    Combining Learning Constraints and Numerical Regression. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:596-602 [Conf]
  34. Dorian Suc, Ivan Bratko
    Skill Reconstruction as Induction of LQ Controllers with Subgoals. [Citation Graph (0, 0)][DBLP]
    IJCAI (2), 1997, pp:914-919 [Conf]
  35. Dorian Suc, Daniel Vladusic, Ivan Bratko
    Qualitatively Faithful Quantitative Prediction. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:1052-1060 [Conf]
  36. Ivan Bratko
    Refining Complete Hypotheses in ILP. [Citation Graph (0, 0)][DBLP]
    ILP, 1999, pp:44-55 [Conf]
  37. 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]
  38. Ivan Bratko, Martin Mozina, Jure Zabkar
    Argument-Based Machine Learning. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2006, pp:11-17 [Conf]
  39. 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]
  40. 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]
  41. 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]
  42. Ivan Bratko
    Deriving qualitative control for dynamic systems. [Citation Graph (0, 0)][DBLP]
    Machine Intelligence 14, 1993, pp:373-394 [Conf]
  43. Ivan Bratko, Tanja Urbancic
    Control Skill, Machine Learning and Hand-crafting in Controller Design. [Citation Graph (0, 0)][DBLP]
    Machine Intelligence 15, 1995, pp:130-153 [Conf]
  44. Aleks Jakulin, Ivan Bratko
    Analyzing Attribute Dependencies. [Citation Graph (0, 0)][DBLP]
    PKDD, 2003, pp:229-240 [Conf]
  45. Daniel Vladusic, Dorian Suc, Ivan Bratko, W. Rulka
    Q2 Learning and Its Application to Car Modelling. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 2006, v:20, n:8, pp:675-701 [Journal]
  46. Bojan Dolsak, Anton Jezernik, Ivan Bratko
    A knowledge base for finite element mesh design. [Citation Graph (0, 0)][DBLP]
    AI in Engineering, 1994, v:9, n:1, pp:19-27 [Journal]
  47. Ivan Bratko
    Machine learning in artificial intelligence. [Citation Graph (0, 0)][DBLP]
    AI in Engineering, 1993, v:8, n:3, pp:159-164 [Journal]
  48. Mitja Lustrek, Matjaz Gams, Ivan Bratko
    Is real-valued minimax pathological? [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2006, v:170, n:6-7, pp:620-642 [Journal]
  49. Dorian Suc, Daniel Vladusic, Ivan Bratko
    Qualitatively faithful quantitative prediction. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2004, v:158, n:2, pp:189-214 [Journal]
  50. 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]
  51. Ivan Bratko, Bojan Cestnik, Igor Kononenko
    Attribute-Based Learning. [Citation Graph (0, 0)][DBLP]
    AI Commun., 1996, v:9, n:1, pp:27-32 [Journal]
  52. Bojan Dolsak, Ivan Bratko, Anton Jezernik
    Knowledge base for finite-element mesh design learned by inductive logic programming. [Citation Graph (0, 0)][DBLP]
    AI EDAM, 1998, v:12, n:2, pp:95-106 [Journal]
  53. Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko
    Argument Based Machine Learning Applied to Law. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Law, 2005, v:13, n:1, pp:53-73 [Journal]
  54. Ivan Bratko, Dorian Suc
    Learning Qualitative Models. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 2004, v:24, n:4, pp:107-119 [Journal]
  55. 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]
  56. 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]
  57. 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]
  58. 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]
  59. 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]
  60. Ivan Bratko, Stephen Muggleton
    Applications of Inductive Logic Programming. [Citation Graph (0, 0)][DBLP]
    Commun. ACM, 1995, v:38, n:11, pp:65-70 [Journal]
  61. Ivan Bratko, Danny Kopec, Donald Michie
    Pattern-Based Representation of Chess End-Game Knowledge. [Citation Graph (0, 0)][DBLP]
    Comput. J., 1978, v:21, n:2, pp:149-153 [Journal]
  62. Ivan Bratko, Donald Michie
    An Advice Program for a Complex Chess Programming Task. [Citation Graph (0, 0)][DBLP]
    Comput. J., 1980, v:23, n:4, pp:353-359 [Journal]
  63. Zdenek Zdráhal, Ivan Bratko, Alen Shapiro
    Recognition of Complex Patterns Using Cellular Arrays. [Citation Graph (0, 0)][DBLP]
    Comput. J., 1981, v:24, n:3, pp:263-270 [Journal]
  64. Aleks Jakulin, Ivan Bratko
    Quantifying and Visualizing Attribute Interactions [Citation Graph (0, 0)][DBLP]
    CoRR, 2003, v:0, n:, pp:- [Journal]
  65. 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]
  66. Dorian Suc, Ivan Bratko
    Qualitative Trees Applied to Bicycle Riding. [Citation Graph (0, 0)][DBLP]
    Electron. Trans. Artif. Intell., 2000, v:4, n:B, pp:125-140 [Journal]
  67. Dorian Suc, Ivan Bratko
    Symbolic and qualitative reconstruction of control skill. [Citation Graph (0, 0)][DBLP]
    Electron. Trans. Artif. Intell., 1999, v:3, n:B, pp:1-22 [Journal]
  68. 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]
  69. Matjaz Gams, Ivan Bratko
    AI in Eastern and Central Europe. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 1996, v:20, n:2, pp:- [Journal]
  70. Martin Znidarsic, Marko Bohanec, Ivan Bratko
    Categorization of Numerical Values for DEX Hierarchical Models. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 2003, v:27, n:4, pp:405-409 [Journal]
  71. Ivan Bratko
    Proving Correctness of Strategies in the AL1 Assertional Language. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Lett., 1978, v:7, n:5, pp:223-230 [Journal]
  72. Marko Bohanec, Ivan Bratko
    Trading Accuracy for Simplicity in Decision Trees. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1994, v:15, n:3, pp:223-250 [Journal]
  73. Ivan Bratko
    Machine Learning and Qualitative Reasoning. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1994, v:14, n:1, pp:305-312 [Journal]
  74. Igor Kononenko, Ivan Bratko
    Information-Based Evaluation Criterion for Classifier's Performance. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1991, v:6, n:, pp:67-80 [Journal]
  75. Aram Karalic, Ivan Bratko
    First Order Regression. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1997, v:26, n:2-3, pp:147-176 [Journal]
  76. Aleksander Sadikov, Ivan Bratko
    Learning long-term chess strategies from databases. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2006, v:63, n:3, pp:329-340 [Journal]
  77. Ivan Bratko
    Applications of Machine Learning: Towards Knowledge Synthesis. [Citation Graph (0, 0)][DBLP]
    New Generation Comput., 1993, v:11, n:3, pp:343-360 [Journal]
  78. Ivan Bratko, Saso Dzeroski
    Engineering Applications of ILP. [Citation Graph (0, 0)][DBLP]
    New Generation Comput., 1995, v:13, n:3&4, pp:313-333 [Journal]
  79. Ivan Bratko, Ross D. King
    Applications of Inductive Logic Programming. [Citation Graph (0, 0)][DBLP]
    SIGART Bulletin, 1994, v:5, n:1, pp:43-49 [Journal]
  80. Aleksander Sadikov, Ivan Bratko, Igor Kononenko
    Bias and pathology in minimax search. [Citation Graph (0, 0)][DBLP]
    Theor. Comput. Sci., 2005, v:349, n:2, pp:268-281 [Journal]
  81. Dorian Suc, Ivan Bratko
    Skill modeling through symbolic reconstruction of operator's trajectories. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part A, 2000, v:30, n:6, pp:617-624 [Journal]
  82. Ivan Stajduhar, Ivan Bratko
    Likelihood based classification in bayesian networks. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence and Applications, 2007, pp:367-372 [Conf]
  83. Aleksander Sadikov, Ivan Bratko
    Search Versus Knowledge Revisited Again. [Citation Graph (0, 0)][DBLP]
    Computers and Games, 2006, pp:172-180 [Conf]
  84. Aleksander Sadikov, Martin Mozina, Matej Guid, Jana Krivec, Ivan Bratko
    Automated Chess Tutor. [Citation Graph (0, 0)][DBLP]
    Computers and Games, 2006, pp:13-25 [Conf]
  85. Matej Guid, Ivan Bratko
    Computer Analysis of Chess Champions. [Citation Graph (0, 0)][DBLP]
    Computers and Games, 2006, pp:1-12 [Conf]
  86. 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]
  87. Martin Mozina, Jure Zabkar, Ivan Bratko
    Argument based machine learning. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2007, v:171, n:10-15, pp:922-937 [Journal]

  88. Deriving Concepts and Strategies from Chess Tablebases. [Citation Graph (, )][DBLP]


  89. Discovery of Abstract Concepts by a Robot. [Citation Graph (, )][DBLP]


  90. Learning Positional Features for Annotating Chess Games: A Case Study. [Citation Graph (, )][DBLP]


  91. Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning. [Citation Graph (, )][DBLP]


  92. LRTA. [Citation Graph (, )][DBLP]


  93. An Experiment in Robot Discovery with ILP. [Citation Graph (, )][DBLP]


  94. Argument Based Machine Learning in a Medical Domain. [Citation Graph (, )][DBLP]


  95. Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels. [Citation Graph (, )][DBLP]


  96. Argument Based Machine Learning from Examples and Text. [Citation Graph (, )][DBLP]


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