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Stefan Wrobel: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Stefan Wrobel, Dietrich Wettschereck, Edgar Sommer, Werner Emde
    Extensibility in Data Mining Systems. [Citation Graph (1, 0)][DBLP]
    KDD, 1996, pp:214-219 [Conf]
  2. Stefan Wrobel
    Concept Formation During Interactive Theory Revision. [Citation Graph (1, 0)][DBLP]
    Machine Learning, 1994, v:14, n:1, pp:169-191 [Journal]
  3. Stefan Wrobel
    Scalability Issues in Inductive Logic Programming. [Citation Graph (0, 0)][DBLP]
    ALT, 1998, pp:11-30 [Conf]
  4. Thomas Gärtner, Peter A. Flach, Stefan Wrobel
    On Graph Kernels: Hardness Results and Efficient Alternatives. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:129-143 [Conf]
  5. Tamás Horváth, Stefan Wrobel
    Towards Discovery of Deep and Wide First-Order Structures: A Case Study in the Domain of Mutagenicity. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2001, pp:100-112 [Conf]
  6. Mark-A. Krogel, Stefan Wrobel
    Feature Selection for Propositionalization. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2002, pp:430-434 [Conf]
  7. Lourdes Peña Castillo, Stefan Wrobel
    Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique. [Citation Graph (0, 0)][DBLP]
    ECML, 2002, pp:357-368 [Conf]
  8. Francesco Bergadano, Floriana Esposito, Céline Rouveirol, Stefan Wrobel
    Panel: Evaluating and Changing Representation in Concept Acquisition. [Citation Graph (0, 0)][DBLP]
    EWSL, 1991, pp:89-100 [Conf]
  9. Susanne Hoche, Stefan Wrobel
    Scaling Boosting by Margin-Based Inclusionof Features and Relations. [Citation Graph (0, 0)][DBLP]
    ECML, 2002, pp:148-160 [Conf]
  10. Christine Körner, Stefan Wrobel
    Multi-class Ensemble-Based Active Learning. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:687-694 [Conf]
  11. Stefan Wrobel
    Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery. [Citation Graph (0, 0)][DBLP]
    ECML, 2001, pp:615- [Conf]
  12. Stefan Wrobel
    Automatic Representation Adjustment in an Observational Discovery System. [Citation Graph (0, 0)][DBLP]
    EWSL, 1988, pp:253-262 [Conf]
  13. Stefan Wrobel
    On the Proper Definition of Minimality in Specialization and Theory Revision. [Citation Graph (0, 0)][DBLP]
    ECML, 1993, pp:65-82 [Conf]
  14. Uta Bohnebeck, Werner Sälter, Tamás Horváth, Stefan Wrobel, Dietmar Blohm
    Measuring similarity of RNA structures by relational instance-based learning: A first step toward detecting RNA signal structures in silico. [Citation Graph (0, 0)][DBLP]
    German Conference on Bioinformatics, 1998, pp:- [Conf]
  15. Tobias Scheffer, Christian Decomain, Stefan Wrobel
    Mining the Web with Active Hidden Markov Models. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:645-646 [Conf]
  16. Ulf Brefeld, Thomas Gärtner, Tobias Scheffer, Stefan Wrobel
    Efficient co-regularised least squares regression. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:137-144 [Conf]
  17. Lourdes Peña Castillo, Stefan Wrobel
    A comparative study on methods for reducing myopia of hill-climbing search in multirelational learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  18. Tobias Scheffer, Stefan Wrobel
    Incremental Maximization of Non-Instance-Averaging Utility Functions with Applications to Knowledge Discovery Problems. [Citation Graph (0, 0)][DBLP]
    ICML, 2001, pp:481-488 [Conf]
  19. Tobias Scheffer, Christian Decomain, Stefan Wrobel
    Active Hidden Markov Models for Information Extraction. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:309-318 [Conf]
  20. Lourdes Peña Castillo, Stefan Wrobel
    Learning Minesweeper with Multirelational Learning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:533-540 [Conf]
  21. Stefan Wrobel
    Towards a Model of Grounded Concept Formation. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1991, pp:712-719 [Conf]
  22. Mark-A. Krogel, Simon Rawles, Filip Zelezný, Peter A. Flach, Nada Lavrac, Stefan Wrobel
    Comparative Evaluation of Approaches to Propositionalization. [Citation Graph (0, 0)][DBLP]
    ILP, 2003, pp:197-214 [Conf]
  23. Mark-A. Krogel, Stefan Wrobel
    Transformation-Based Learning Using Multirelational Aggregation. [Citation Graph (0, 0)][DBLP]
    ILP, 2001, pp:142-155 [Conf]
  24. Uta Bohnebeck, Tamás Horváth, Stefan Wrobel
    Term Comparisons in First-Order Similarity Measures. [Citation Graph (0, 0)][DBLP]
    ILP, 1998, pp:65-79 [Conf]
  25. Susanne Hoche, Stefan Wrobel
    Relational Learning Using Constrained Confidence-Rated Boosting. [Citation Graph (0, 0)][DBLP]
    ILP, 2001, pp:51-64 [Conf]
  26. Susanne Hoche, Stefan Wrobel
    A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting. [Citation Graph (0, 0)][DBLP]
    ILP, 2003, pp:180-196 [Conf]
  27. Tamás Horváth, Zoltán Alexin, Tibor Gyimóthy, Stefan Wrobel
    Application of Different Learning Methods to Hungarian Part-of-Speech Tagging. [Citation Graph (0, 0)][DBLP]
    ILP, 1999, pp:128-139 [Conf]
  28. Mathias Kirsten, Stefan Wrobel
    Extending K-Means Clustering to First-Order Representations. [Citation Graph (0, 0)][DBLP]
    ILP, 2000, pp:112-129 [Conf]
  29. Mathias Kirsten, Stefan Wrobel
    Relational Distance-Based Clustering. [Citation Graph (0, 0)][DBLP]
    ILP, 1998, pp:261-270 [Conf]
  30. Tamás Horváth, Thomas Gärtner, Stefan Wrobel
    Cyclic pattern kernels for predictive graph mining. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:158-167 [Conf]
  31. Tamás Horváth, Jan Ramon, Stefan Wrobel
    Frequent subgraph mining in outerplanar graphs. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:197-206 [Conf]
  32. Tobias Scheffer, Stefan Wrobel
    A sequential sampling algorithm for a general class of utility criteria. [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:330-334 [Conf]
  33. Stefan Wrobel
    Higher-order Concepts in a Tractable Knowledge Representation. [Citation Graph (0, 0)][DBLP]
    GWAI, 1987, pp:129-138 [Conf]
  34. Stefan Wrobel
    Demand-Driven Concept Formation. [Citation Graph (0, 0)][DBLP]
    Knowledge Representation and Organization in Machine Learning, 1987, pp:289-319 [Conf]
  35. Tamás Horváth, Jan Ramon, Stefan Wrobel
    Frequent Subgraph Mining in Outerplanar Graphs. [Citation Graph (0, 0)][DBLP]
    LWA, 2006, pp:290-296 [Conf]
  36. Christine Körner, Stefan Wrobel
    Bias-free Hypothesis Evaluation in Multirelational Domains. [Citation Graph (0, 0)][DBLP]
    LWA, 2005, pp:172-177 [Conf]
  37. Lourdes Peña Castillo, Stefan Wrobel
    On the Stability of Example-Driven Learning Systems: A Case Study in Multirelational Learning. [Citation Graph (0, 0)][DBLP]
    MICAI, 2002, pp:321-330 [Conf]
  38. Christine Körner, Stefan Wrobel
    Bias-Free Hypothesis Evaluation in Multirelational Domains. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2006, pp:668-672 [Conf]
  39. Tobias Scheffer, Stefan Wrobel
    A Scalable Constant-Memory Sampling Algorithm for Pattern Discovery in Large Databases. [Citation Graph (0, 0)][DBLP]
    PKDD, 2002, pp:397-409 [Conf]
  40. Stefan Wrobel
    Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery. [Citation Graph (0, 0)][DBLP]
    PKDD, 2001, pp:507- [Conf]
  41. Stefan Wrobel
    An Algorithm for Multi-relational Discovery of Subgroups. [Citation Graph (0, 0)][DBLP]
    PKDD, 1997, pp:78-87 [Conf]
  42. Tamás Horváth, Susanne Hoche, Stefan Wrobel
    Effective rule induction from labeled graphs. [Citation Graph (0, 0)][DBLP]
    SAC, 2006, pp:611-616 [Conf]
  43. Christine Körner, Stefan Wrobel
    Bias-free hypothesis evaluation in multirelational domains. [Citation Graph (0, 0)][DBLP]
    SAC, 2006, pp:639-640 [Conf]
  44. Werner Emde, Jörg Rahmer, Angi Voß, Christian Beilken, Josef Börding, Wolfgang Orth, Ulrike Petersen, Jörg Walter Schaaf, Michael Spenke, Stefan Wrobel
    Interactive Configuration in KIKon. [Citation Graph (0, 0)][DBLP]
    XPS, 1997, pp:79-91 [Conf]
  45. Stefan Wrobel
    Design Goals for Sloppy Modeling Systems. [Citation Graph (0, 0)][DBLP]
    International Journal of Man-Machine Studies, 1988, v:29, n:4, pp:461-477 [Journal]
  46. Tobias Scheffer, Stefan Wrobel
    Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2002, v:3, n:, pp:833-862 [Journal]
  47. Mathias Kirsten, Stefan Wrobel, F. Wilhelm Dahmen, Hans-Christoph Dahmen
    Einsatz von Data Mining-Techniken zur Analyse ökologischer Standort- und Pflanzendaten. [Citation Graph (0, 0)][DBLP]
    KI, 1998, v:12, n:2, pp:39-42 [Journal]
  48. Nada Lavrac, Stefan Wrobel
    Induktive Logikprogrammierung - Grundlagen und Techniken. [Citation Graph (0, 0)][DBLP]
    KI, 1996, v:10, n:3, pp:46-54 [Journal]
  49. Tobias Scheffer, Stefan Wrobel, Borislav Popov, Damyan Ognianov, Christian Decomain, Susanne Hoche
    Lerning Hidden Markov Models for Information Extraction Actively from Partially Labeled Text. [Citation Graph (0, 0)][DBLP]
    KI, 2002, v:16, n:2, pp:17-22 [Journal]
  50. Stefan Wrobel
    Die Umweltverankerung von Begriffsbildungsprozessen. [Citation Graph (0, 0)][DBLP]
    KI, 1991, v:5, n:1, pp:22-26 [Journal]
  51. Stefan Wrobel
    Data Mining - Das aktuelle Schlagwort. [Citation Graph (0, 0)][DBLP]
    KI, 1997, v:11, n:1, pp:22- [Journal]
  52. Stefan Wrobel
    Data Mining und Wissensentdeckung in Datenbanken. [Citation Graph (0, 0)][DBLP]
    KI, 1998, v:12, n:1, pp:6-10 [Journal]
  53. Stefan Wrobel
    Data Mining Serviceteil. [Citation Graph (0, 0)][DBLP]
    KI, 1998, v:12, n:1, pp:58-59 [Journal]
  54. Tamás Horváth, Stefan Wrobel, Uta Bohnebeck
    Relational Instance-Based Learning with Lists and Terms. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2001, v:43, n:1/2, pp:53-80 [Journal]
  55. Saso Dzeroski, Luc De Raedt, Stefan Wrobel
    Multirelational data mining 2003: workshop report. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2003, v:5, n:2, pp:200-202 [Journal]
  56. Mario Boley, Tamás Horváth, Axel Poigné, Stefan Wrobel
    Efficient Closed Pattern Mining in Strongly Accessible Set Systems (Extended Abstract). [Citation Graph (0, 0)][DBLP]
    PKDD, 2007, pp:382-389 [Conf]

  57. Toolkit-Based High-Performance Data Mining of Large Data on MapReduce Clusters. [Citation Graph (, )][DBLP]


  58. A Logic-Based Approach to Relation Extraction from Texts. [Citation Graph (, )][DBLP]


  59. Context-Based Clustering of Image Search Results. [Citation Graph (, )][DBLP]


  60. On-Line Handwriting Recognition with Parallelized Machine Learning Algorithms. [Citation Graph (, )][DBLP]


  61. Facilitating Clinico-Genomic Knowledge Discovery by Automatic Selection of KDD Processes. [Citation Graph (, )][DBLP]


  62. Tight Optimistic Estimates for Fast Subgroup Discovery. [Citation Graph (, )][DBLP]


  63. Efficient Discovery of Interesting Patterns Based on Strong Closedness. [Citation Graph (, )][DBLP]


  64. Semidefinite Ranking on Graphs. [Citation Graph (, )][DBLP]


  65. Efficient Closed Pattern Mining in Strongly Accessible Set Systems. [Citation Graph (, )][DBLP]


  66. Kernels for Predictive Graph Mining. [Citation Graph (, )][DBLP]


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