| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Sang-Hyeun Park, Johannes Fürnkranz |
Efficient prediction algorithms for binary decomposition techniques.  |
Data Min. Knowl. Discov.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Lars Wohlrab, Johannes Fürnkranz |
A review and comparison of strategies for handling missing values in separate-and-conquer rule learning. |
J. Intell. Inf. Syst. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Weiwei Cheng, Johannes Fürnkranz, Eyke Hüllermeier, Sang-Hyeun Park |
Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
Heuristic Rule-Based Regression via Dynamic Reduction to Classification. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Eyke Hüllermeier, Johannes Fürnkranz |
Learning from Label Preferences. |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Eyke Hüllermeier, Johannes Fürnkranz |
Learning from Label Preferences. |
Discovery Science |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan-Nikolas Sulzmann, Johannes Fürnkranz |
Rule Stacking: An Approach for Compressing an Ensemble of Rule Sets into a Single Classifier. |
Discovery Science |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
On the quest for optimal rule learning heuristics. |
Machine Learning |
2010 |
DBLP BibTeX RDF |
|
| 1 | Marco Ghiglieri, Johannes Fürnkranz |
Learning to Recognize Missing E-Mail Attachments. |
Applied Artificial Intelligence |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Arno J. Knobbe |
Guest Editorial: Global modeling using local patterns. |
Data Min. Knowl. Discov. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Jan Frederik Sima |
On exploiting hierarchical label structure with pairwise classifiers. |
SIGKDD Explorations |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Eneldo Loza Mencía, Sang-Hyeun Park, Johannes Fürnkranz |
Efficient voting prediction for pairwise multilabel classification. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Eyke Hüllermeier, Johannes Fürnkranz |
On predictive accuracy and risk minimization in pairwise label ranking. |
J. Comput. Syst. Sci. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Web Mining. |
Data Mining and Knowledge Discovery Handbook |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Decision Tree. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Decision List. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Machine Learning and Game Playing. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Eyke Hüllermeier |
Preference Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Rule Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Decision Lists and Decision Trees. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Pruning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nada Lavrac, Johannes Fürnkranz, Dragan Gamberger |
Explicit Feature Construction and Manipulation for Covering Rule Learning Algorithms. |
Advances in Machine Learning I |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Eneldo Loza Mencía, Johannes Fürnkranz |
Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain. |
Semantic Processing of Legal Texts |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Thorsten Joachims (eds.) |
Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sang-Hyeun Park, Lorenz Weizsäcker, Johannes Fürnkranz |
Exploiting Code Redundancies in ECOC. |
Discovery Science |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Eyke Hüllermeier, Stijn Vanderlooy |
Binary Decomposition Methods for Multipartite Ranking. |
ECML/PKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sang-Hyeun Park, Johannes Fürnkranz |
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification. |
ECML/PKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning. |
SDM |
2009 |
DBLP BibTeX RDF |
|
| 1 | Eneldo Loza Mencía, Sang-Hyeun Park, Johannes Fürnkranz |
Efficient voting prediction for pairwise multilabel classification. |
ESANN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Immanuel Schweizer, Kamill Panitzek, Sang-Hyeun Park, Johannes Fürnkranz |
An Exploitative Monte-Carlo Poker Agent. |
KI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan-Nikolas Sulzmann, Johannes Fürnkranz |
An Empirical Comparison of Probability Estimation Techniques for Probabilistic Rules. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sacha Droste, Johannes Fürnkranz |
Learning the Piece Values for Three Chess Variants. |
ICGA Journal |
2008 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Eyke Hüllermeier, Eneldo Loza Mencía, Klaus Brinker |
Multilabel classification via calibrated label ranking. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Ranking, Multi-label classification, Preference learning |
| 1 | Eyke Hüllermeier, Johannes Fürnkranz, Weiwei Cheng, Klaus Brinker |
Label ranking by learning pairwise preferences. |
Artif. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Eneldo Loza Mencía, Johannes Fürnkranz |
Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning. |
LWA |
2008 |
DBLP BibTeX RDF |
|
| 1 | Jan-Nikolas Sulzmann, Johannes Fürnkranz |
A Comparison of Techniques for Selecting and Combining Class Association Rules. |
LWA |
2008 |
DBLP BibTeX RDF |
|
| 1 | Dragan Gamberger, Nada Lavrac, Johannes Fürnkranz |
Handling Unknown and Imprecise Attribute Values in Propositional Rule Learning: A Feature-Based Approach. |
PRICAI |
2008 |
DBLP DOI BibTeX RDF |
unknown attribute value, imprecision of attribute values, features, rule learning |
| 1 | Eneldo Loza Mencía, Johannes Fürnkranz |
Pairwise learning of multilabel classifications with perceptrons. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics. |
Discovery Science |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
On Meta-Learning Rule Learning Heuristics. |
ICDM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan-Nikolas Sulzmann, Johannes Fürnkranz, Eyke Hüllermeier |
On Pairwise Naive Bayes Classifiers. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sang-Hyeun Park, Johannes Fürnkranz |
Efficient Pairwise Classification. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Eyke Hüllermeier, Johannes Fürnkranz |
On Minimizing the Position Error in Label Ranking. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
Meta-Learning Rule Learning Heuristics. |
LWA |
2007 |
DBLP BibTeX RDF |
|
| 1 | Eneldo Loza Mencía, Johannes Fürnkranz |
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain. |
LWA |
2007 |
DBLP BibTeX RDF |
|
| 1 | Michael H. Bowling, Johannes Fürnkranz, Thore Graepel, Ron Musick |
Machine learning and games. |
Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou (eds.) |
Knowledge Discovery in Databases: PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings |
PKDD |
2006 |
DBLP BibTeX RDF |
|
| 1 | Klaus Brinker, Johannes Fürnkranz, Eyke Hüllermeier |
A Unified Model for Multilabel Classification and Ranking. |
ECAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou (eds.) |
Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings |
ECML |
2006 |
DBLP BibTeX RDF |
|
| 1 | Frederik Janssen, Johannes Fürnkranz |
On Trading Off Consistency and Coverage in Inductive Rule Learning. |
LWA |
2006 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Peter A. Flach |
ROC 'n' Rule Learning-Towards a Better Understanding of Covering Algorithms. |
Machine Learning |
2005 |
DBLP DOI BibTeX RDF |
inductive rule learning, rule evaluation metrics, coverage space, ROC analysis |
| 1 | Johannes Fürnkranz, Eyke Hüllermeier |
Preference Learning. |
KI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Web Mining. |
The Data Mining and Knowledge Discovery Handbook |
2005 |
DBLP BibTeX RDF |
|
| 1 | Mathias Bauer, Boris Brandherm, Johannes Fürnkranz, Gunter Grieser, Andreas Hotho, Andreas Jedlitschka, Alexander Kröner (eds.) |
Lernen, Wissensentdeckung und Adaptivität (LWA) 2005, GI Workshops, Saarbrücken, October 10th-12th, 2005 |
LWA |
2005 |
DBLP BibTeX RDF |
|
| 1 | Eyke Hüllermeier, Johannes Fürnkranz, Jürgen Beringer |
On Position Error and Label Ranking through Iterated Choice. |
LWA |
2005 |
DBLP BibTeX RDF |
|
| 1 | Hervé Utard, Johannes Fürnkranz |
Link-Local Features for Hypertext Classification. |
EWMF/KDO |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Eyke Hüllermeier, Johannes Fürnkranz |
Learning Label Preferences: Ranking Error Versus Position Error. |
IDA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms. |
Local Pattern Detection |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Peter A. Flach |
An Analysis of Stopping and Filtering Criteria for Rule Learning. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Modeling Rule Precision. |
LWA |
2004 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Round robin ensembles. |
Intell. Data Anal. |
2003 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Eyke Hüllermeier |
Pairwise Preference Learning and Ranking. |
ECML |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Peter A. Flach |
An Analysis of Rule Evaluation Metrics. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Petr Savický, Johannes Fürnkranz |
Combining Pairwise Classifiers with Stacking. |
IDA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Round Robin Classification. |
Journal of Machine Learning Research |
2002 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Hyperlink ensembles: a case study in hypertext classification. |
Information Fusion |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Christian Holzbaur, Robert Temel |
User Profiling for the MELVIL Knowledge Retrieval System. |
Applied Artificial Intelligence |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Pairwise Classification as an Ensemble Technique. |
ECML |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning. |
ALT |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Johannes Fürnkranz, Alexia Prskawetz, Francesco C. Billari |
Detecting Temporal Change in Event Sequences: An Application to Demographic Data. |
PKDD |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Round Robin Rule Learning. |
ICML |
2001 |
DBLP BibTeX RDF |
|
| 1 | Alexander K. Seewald, Johannes Fürnkranz |
An Evaluation of Grading Classifiers. |
IDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Klaus Kovar, Johannes Fürnkranz, Johann Petrak, Bernhard Pfahringer, Robert Trappl, Gerhard Widmer |
Searching for Patterns in Political Event Sequences: Experiments with the Keds Database. |
Cybernetics and Systems |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Bernhard Pfahringer, Hermann Kaindl, Stefan Kramer |
Learning to Use Operational Advice. |
ECAI |
2000 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Separate-and-Conquer Rule Learning. |
Artif. Intell. Rev. |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Exploiting Structural Information for Text Classification on the WWW. |
IDA |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Bernhard Pfahringer |
Guest Editorial: First-Order Knowledge Discovery in Databases. |
Applied Artificial Intelligence |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Integrative Windowing |
CoRR |
1998 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Integrative Windowing. |
J. Artif. Intell. Res. (JAIR) |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Pruning Algorithms for Rule Learning. |
Machine Learning |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Johann Petrak, Robert Trappl |
Knowledge Discovery in International Conflict Databases. |
Applied Artificial Intelligence |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Noise-Tolerant Windowing. |
IJCAI |
1997 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
More Efficient Windowing. |
AAAI/IAAI |
1997 |
DBLP BibTeX RDF |
|
| 1 | Franz-Günter Winkler, Johannes Fürnkranz |
On Effort in AI Research: A Description Along Two Dimensions. |
Deep Blue Versus Kasparov: The Significance for Artificial Intelligence |
1997 |
DBLP BibTeX RDF |
|
| 1 | Robert Trappl, Johannes Fürnkranz, Johann Petrak |
Digging for Peace: Using Machine Learning Methods for Assessing International Conflict Databases. |
ECAI |
1996 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
A Tight Integration of Pruning and Learning (Extended Abstract). |
ECML |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
Top-Down Pruning in Relational Learning. |
ECAI |
1994 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
FOSSIL: A Robust Relational Learner. |
ECML |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Gerhard Widmer |
Incremental Reduced Error Pruning. |
ICML |
1994 |
DBLP BibTeX RDF |
|
| 1 | Johannes Fürnkranz |
A Comparison of Pruning Methods for Relational Concept Learning. |
KDD Workshop |
1994 |
DBLP BibTeX RDF |
|
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