The SCEAS System
Navigation Menu

Search the dblp DataBase

Title:
Author:

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

Publications of Author

  1. Stefan Kramer, Bernhard Pfahringer
    Efficient Search for Strong Partial Determinations. [Citation Graph (1, 0)][DBLP]
    KDD, 1996, pp:371-374 [Conf]
  2. Bernhard Pfahringer, Stefan Kramer
    Compression-Based Evaluation of Partial Determinations. [Citation Graph (1, 0)][DBLP]
    KDD, 1995, pp:234-239 [Conf]
  3. Stefan Kramer
    Structural Regression Trees. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, Vol. 1, 1996, pp:812-819 [Conf]
  4. Lothar Richter, Stefan Hechtl, Stefan Kramer
    Leveraging Chemical Background Knowledge for the Prediction of Growth Inhibition. [Citation Graph (0, 0)][DBLP]
    BIBE, 2006, pp:319-324 [Conf]
  5. Hermann Kaindl, Stefan Kramer, Mario Hailing, Vahan Harput
    Metamodel-Compliance Checking of Requirements in a Semiformal Representation. [Citation Graph (0, 0)][DBLP]
    CAiSE Short Paper Proceedings, 2003, pp:- [Conf]
  6. Johannes Fürnkranz, Bernhard Pfahringer, Hermann Kaindl, Stefan Kramer
    Learning to Use Operational Advice. [Citation Graph (0, 0)][DBLP]
    ECAI, 2000, pp:291-295 [Conf]
  7. Elisabeth Georgii, Lothar Richter, Ulrich Rückert, Stefan Kramer
    Analyzing microarray data using quantitative association rules. [Citation Graph (0, 0)][DBLP]
    ECCB/JBI, 2005, pp:129- [Conf]
  8. Ulrich Rückert, Stefan Kramer, Luc De Raedt
    Phase Transitions and Stochastic Local Search in k-Term DNF Learning. [Citation Graph (0, 0)][DBLP]
    ECML, 2002, pp:405-417 [Conf]
  9. Hermann Kaindl, Stefan Kramer, Luis Miguel Afonso
    Combining Structure Search and Content Search for the World-Wide Web. [Citation Graph (0, 0)][DBLP]
    Hypertext, 1998, pp:217-224 [Conf]
  10. Hermann Kaindl, Stefan Kramer, Papa Samba Niang Diallo
    Semiautomatic Generation of Glossary Links: A Practical Solution. [Citation Graph (0, 0)][DBLP]
    Hypertext, 1999, pp:3-12 [Conf]
  11. Johannes Fischer, Volker Heun, Stefan Kramer
    Fast Frequent String Mining Using Suffix Arrays. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:609-612 [Conf]
  12. Ulrich Rückert, Lothar Richter, Stefan Kramer
    Quantitative Association Rules Based on Half-Spaces: An Optimization Approach. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:507-510 [Conf]
  13. Björn Bringmann, Stefan Kramer, Friedrich Neubarth, Hannes Pirker, Gerhard Widmer
    Transformation-Based Regression. [Citation Graph (0, 0)][DBLP]
    ICML, 2002, pp:59-66 [Conf]
  14. Eibe Frank, Stefan Kramer
    Ensembles of nested dichotomies for multi-class problems. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  15. Stefan Kramer, Luc De Raedt
    Feature Construction with Version Spaces for Biochemical Applications. [Citation Graph (0, 0)][DBLP]
    ICML, 2001, pp:258-265 [Conf]
  16. Ulrich Rückert, Stefan Kramer
    Stochastic Local Search in k-Term DNF Learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2003, pp:648-655 [Conf]
  17. Ulrich Rückert, Stefan Kramer
    Towards tight bounds for rule learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  18. Ulrich Rückert, Stefan Kramer
    A statistical approach to rule learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:785-792 [Conf]
  19. Hermann Kaindl, Stefan Kramer, Robert Kacsich
    A Case Study of Decomposing Functional Requirements Using Scenarios. [Citation Graph (0, 0)][DBLP]
    ICRE, 1998, pp:156-163 [Conf]
  20. Christoph Welsch, Alexander Schalk, Stefan Kramer
    Integrating Forward and Reverse Object-Oriented Software Engineering. [Citation Graph (0, 0)][DBLP]
    ICSE, 1997, pp:560-561 [Conf]
  21. Stefan Kramer, Hermann Kaindl, Stefan Schlee
    Can We Benefit from Metrics in KBS Development? [Citation Graph (0, 0)][DBLP]
    IJCAI (1), 1997, pp:662-667 [Conf]
  22. Luc De Raedt, Stefan Kramer
    The Levelwise Version Space Algorithm and its Application to Molecular Fragment Finding. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:853-862 [Conf]
  23. Stefan Kramer
    Demand-Driven Construction of Structural Features in ILP. [Citation Graph (0, 0)][DBLP]
    ILP, 2001, pp:132-141 [Conf]
  24. Stefan Kramer, Eibe Frank
    Bottom-Up Propositionalization. [Citation Graph (0, 0)][DBLP]
    ILP Work-in-progress reports, 2000, pp:- [Conf]
  25. Stefan Kramer, Bernhard Pfahringer, Christopher Helma
    Stochastic Propositionalization of Non-determinate Background Knowledge. [Citation Graph (0, 0)][DBLP]
    ILP, 1998, pp:80-94 [Conf]
  26. Saso Dzeroski, Hendrik Blockeel, Boris Kompare, Stefan Kramer, Bernhard Pfahringer, Wim Van Laer
    Experiments in Predicting Biodegradability. [Citation Graph (0, 0)][DBLP]
    ILP, 1999, pp:80-91 [Conf]
  27. Stefan Kramer, Gerhard Widmer, Bernhard Pfahringer, Michael de Groeve
    Prediction of Ordinal Classes Using Regression Trees. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2000, pp:426-434 [Conf]
  28. Stefan Kramer, Bernhard Pfahringer, Christoph Helma
    Mining for Causes of Cancer: Machine Learning Experiments at Various Levels of Detail. [Citation Graph (0, 0)][DBLP]
    KDD, 1997, pp:223-226 [Conf]
  29. Stefan Kramer, Luc De Raedt, Christoph Helma
    Molecular feature mining in HIV data. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:136-143 [Conf]
  30. Stefan Kramer, Volker Aufschild, Andreas Hapfelmeier, Alexander Jarasch, Kristina Kessler, Stefan Reckow, Jörg Wicker, Lothar Richter
    Inductive Databases in the Relational Model: The Data as the Bridge. [Citation Graph (0, 0)][DBLP]
    KDID, 2005, pp:124-138 [Conf]
  31. Ulrich Rückert, Stefan Kramer
    Generalized Version Space Trees. [Citation Graph (0, 0)][DBLP]
    KDID, 2003, pp:119-129 [Conf]
  32. Vahan Harput, Hermann Kaindl, Stefan Kramer
    Extending Function Point Analysis of Object-Oriented Requirements Specifications. [Citation Graph (0, 0)][DBLP]
    IEEE METRICS, 2005, pp:39- [Conf]
  33. Lin Dong, Eibe Frank, Stefan Kramer
    Ensembles of Balanced Nested Dichotomies for Multi-class Problems. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:84-95 [Conf]
  34. Johannes Fischer, Volker Heun, Stefan Kramer
    Optimal String Mining Under Frequency Constraints. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:139-150 [Conf]
  35. Kristian Kersting, Tapani Raiko, Stefan Kramer, Luc De Raedt
    Towards Discovering Structural Signatures of Protein Folds Based on Logical Hidden Markov Models. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2003, pp:192-203 [Conf]
  36. Lothar Richter, Ulrich Rückert, Stefan Kramer
    Learning a Predictive Model for Growth Inhibition from the NCI DTP Human Tumor Cell Line Screening Data: Does Gene Expression Make a Difference? [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2006, pp:596-607 [Conf]
  37. Ulrich Rückert, Stefan Kramer
    Frequent free tree discovery in graph data. [Citation Graph (0, 0)][DBLP]
    SAC, 2004, pp:564-570 [Conf]
  38. Hendrik Blockeel, Saso Dzeroski, Boris Kompare, Stefan Kramer, Bernhard Pfahringer, Wim Van Laer
    Experiments In Predicting Biodegradability. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 2004, v:18, n:2, pp:157-181 [Journal]
  39. Stefan Kramer
    Thesis: Relational learning vs. propositionalization. [Citation Graph (0, 0)][DBLP]
    AI Commun., 2000, v:13, n:4, pp:275-276 [Journal]
  40. Steven Ganzert, Josef Guttmann, Kristian Kersting, Ralf Kuhlen, Christian Putensen, Michael Sydow, Stefan Kramer
    Analysis of respiratory pressure-volume curves in intensive care medicine using inductive machine learning. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2002, v:26, n:1-2, pp:69-86 [Journal]
  41. Christoph Helma, Stefan Kramer
    A Survey of the Predictive Toxicology Challenge 2000-2001. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2003, v:19, n:10, pp:1179-1182 [Journal]
  42. Christoph Helma, Ross D. King, Stefan Kramer, Ashwin Srinivasan
    The Predictive Toxicology Challenge 2000-2001. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2001, v:17, n:1, pp:107-108 [Journal]
  43. Hannu Toivonen, Ashwin Srinivasan, Ross D. King, Stefan Kramer, Christoph Helma
    Statistical Evaluation of the Predictive Toxicology Challenge 2000-2001. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2003, v:19, n:10, pp:1183-1193 [Journal]
  44. Fabian Birzele, Stefan Kramer
    A new representation for protein secondary structure prediction based on frequent patterns. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2006, v:22, n:21, pp:2628-2634 [Journal]
  45. Stefan Kramer, Gerhard Widmer, Bernhard Pfahringer, Michael de Groeve
    Prediction of Ordinal Classes Using Regression Trees. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2001, v:47, n:1-2, pp:1-13 [Journal]
  46. Christoph Helma, Tobias Cramer, Stefan Kramer, Luc De Raedt
    Data Mining and Machine Learning Techniques for the Identification of Mutagenicity Inducing Substructures and Structure Activity Relationships of Noncongeneric Compounds. [Citation Graph (0, 0)][DBLP]
    Journal of Chemical Information and Modeling, 2004, v:44, n:4, pp:1402-1411 [Journal]
  47. Hendrik Blockeel, David Jensen, Stefan Kramer
    Introduction to the special issue on multi-relational data mining and statistical relational learning. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2006, v:62, n:1-2, pp:3-5 [Journal]
  48. Stefan Kramer, Hermann Kaindl
    Coupling and cohesion metrics for knowledge-based systems using frames and rules. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Softw. Eng. Methodol., 2004, v:13, n:3, pp:332-358 [Journal]
  49. Ulrich Rückert, Stefan Kramer
    Optimizing Feature Sets for Structured Data. [Citation Graph (0, 0)][DBLP]
    ECML, 2007, pp:716-723 [Conf]
  50. Sebastian Fröhler, Stefan Kramer
    Inductive Logic Programming for Gene Regulation Prediction. [Citation Graph (0, 0)][DBLP]
    ILP, 2006, pp:34-36 [Conf]
  51. Ulrich Rückert, Stefan Kramer
    Margin-Based First-Order Rule Learning. [Citation Graph (0, 0)][DBLP]
    ILP, 2006, pp:46-48 [Conf]

  52. Fast Conditional Density Estimation for Quantitative Structure-Activity Relationships. [Citation Graph (, )][DBLP]


  53. Data-Efficient Information-Theoretic Test Selection. [Citation Graph (, )][DBLP]


  54. Prediction of Mechanical Lung Parameters Using Gaussian Process Models. [Citation Graph (, )][DBLP]


  55. An inductive database and query language in the relational model. [Citation Graph (, )][DBLP]


  56. Interpreting PET Scans by Structured Patient Data: A Data Mining Case Study in Dementia Research. [Citation Graph (, )][DBLP]


  57. Subgroup Discovery for Test Selection: A Novel Approach and Its Application to Breast Cancer Diagnosis. [Citation Graph (, )][DBLP]


  58. Finding Relational Associations in HIV Resistance Mutation Data. [Citation Graph (, )][DBLP]


  59. Large-scale graph mining using backbone refinement classes. [Citation Graph (, )][DBLP]


  60. Kernel-Based Inductive Transfer. [Citation Graph (, )][DBLP]


  61. SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model. [Citation Graph (, )][DBLP]


  62. Online Structural Graph Clustering Using Frequent Subgraph Mining. [Citation Graph (, )][DBLP]


  63. Latent Structure Pattern Mining. [Citation Graph (, )][DBLP]


  64. Data-driven extraction of relative reasoning rules to limit combinatorial explosion in biodegradation pathway prediction. [Citation Graph (, )][DBLP]


  65. Pitfalls of supervised feature selection. [Citation Graph (, )][DBLP]


  66. Predicting biodegradation products and pathways: a hybrid knowledge- and machine learning-based approach. [Citation Graph (, )][DBLP]


  67. Enhancing navigation in biomedical databases by community voting and database-driven text classification. [Citation Graph (, )][DBLP]


Search in 0.026secs, Finished in 0.031secs
NOTICE1
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
NOTICE2
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 asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002