The SCEAS System
Navigation Menu

Search the dblp DataBase


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]

Search in 0.059secs, Finished in 0.063secs
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
The rankings that are presented on this page should NOT be considered as formal since the citation info is incomplete in DBLP
System created by [] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002