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Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Fürnkranz, Johannes :
Event-Based Clustering for Reducing Labeling Costs of Event-Related Microposts.
[Online-Edition: http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/1...]
In: Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM2015). AAAI Press
[Konferenz- oder Workshop-Beitrag], (2015)

Fürnkranz, Johannes ; Kliegr, Tomás
Bassiliades, Nick ; Gottlob, Georg ; Sadri, Fariba ; Paschke, Adrian ; Roman, Dumitru (eds.) :

A Brief Overview of Rule Learning.
[Online-Edition: http://link.springer.com/chapter/10.1007/978-3-319-21542-6_4]
In: Rule Technologies: Foundations, Tools, and Applications - 9th International Symposium, RuleML 2015, Berlin, Germany, August 2-5, 2015, Proceedings, Berlin, Germany. In: Lecture Notes in Computer Science , 9202 . Springer , Berlin, Germany
[Konferenz- oder Workshop-Beitrag], (2015)

Fürnkranz, Johannes :
Editorial.
[Online-Edition: http://link.springer.com/article/10.1007%2Fs10618-014-0400-z]
In: Data Mining and Knowledge Discovery, 29 (1) pp. 1-2.
[Artikel], (2015)

Schulz, Axel ; Ristoski, Petar ; Fürnkranz, Johannes ; Janssen, Frederik :
Event-Based Clustering for Reducing Labeling Costs of Incident-Related Microposts.
In: Proceedings of the 2nd International Workshop on Mining Urban Data co-located with the 32nd International Conference on Machine Learning, July, 11th. CEUR workshop proceedings
[Konferenz- oder Workshop-Beitrag], (2015)

Wirth, Christian ; Fürnkranz, Johannes :
On Learning from Game Annotations.
In: IEEE Transactions on Computational Intelligence and AI in Games, 7 (3) pp. 304-316.
[Artikel], (2015)

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo J. ; Fürnkranz, Johannes :
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML2015Na...]
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer International Publishing
[Konferenz- oder Workshop-Beitrag], (2015)

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Graded Multilabel Classification by Pairwise Comparisons.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ICDM14grad...]
In: 2014 IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China. Curran Associates, IEEE , Shenzhen, China
[Konferenz- oder Workshop-Beitrag], (2014)

Wirth, Christian ; Fürnkranz, Johannes
Seidl, Thomas ; Hassani, Marwan ; Beecks, Christian (eds.) :

Preference Learning from Annotated Game Databases.
[Online-Edition: http://ceur-ws.org/Vol-1226/paper11.pdf]
In: Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany. In: CEUR Workshop Proceedings , 1226 . CEUR-WS.org , Aachen, Germany
[Konferenz- oder Workshop-Beitrag], (2014)

Stecher, Julius ; Janssen, Frederik ; Fürnkranz, Johannes
Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (eds.) :

Separating Rule Refinement and Rule Selection Heuristics in Inductive Rule Learning.
[Online-Edition: http://dx.doi.org/10.1007/978-3-662-44845-8_8]
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 3, Nancy, France. In: Lecture Notes in Computer Science , 8726 . Springer , Nancy, France
[Konferenz- oder Workshop-Beitrag], (2014)

Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient Implementation of Class-Based Decomposition Schemes for Naive Bayes.
In: Machine Learning, 96 (3) pp. 295-309.
[Artikel], (2014)

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Graded Multilabel Classification by Pairwise Comparisons.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]
2014 IEEE International Conference on Data Mining (ICDM 2014)
[Report], (2014)

Nam, Jinseok ; Kim, Jungi ; Loza Mencía, Eneldo ; Gurevych, Iryna ; Fürnkranz, Johannes
Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (eds.) :

Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/NN_MLC_ecm...]
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2. In: Lecture Notes in Computer Science , 8725 . Springer Berlin Heidelberg
[Konferenz- oder Workshop-Beitrag], (2014)

Nam, Jinseok ; Fürnkranz, Johannes :
On Learning Vector Representations in Hierarchical Label Spaces.
[Online-Edition: http://arxiv.org/pdf/1412.6881v2.pdf]
In: arXiv preprint arXiv:1412.6881
[Artikel], (2014)

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Rudin, Cynthia ; Słowiński, Roman ; Sanner, Scott
Fürnkranz, Johannes ; Hüllermeier, Eyke ; Rudin, Cynthia ; Słowiński, Roman ; Sanner, Scott (eds.) :

Preference Learning (Dagstuhl Seminar 14101).
[Online-Edition: http://drops.dagstuhl.de/opus/volltexte/2014/4550]
In: Dagstuhl Reports, 4 (3) pp. 1-27. ISSN 2192-5283
[Artikel], (2014)

Wirth, Christian ; Fürnkranz, Johannes :
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning.
[Online-Edition: http://jmlr.org/proceedings/papers/v29/Wirth13.html]
In: Proceedings of the 5th Asian Conference on Machine Learning, (ACML-13). In: JMLR Proceedings , 29 . JMLR.org
[Konferenz- oder Workshop-Beitrag], (2013)

Hüllermeier, Eyke ; Fürnkranz, Johannes :
Editorial: Preference Learning and Ranking.
[Online-Edition: http://www.springer.com/alert/urltracking.do?id=L35fd080Md1c...]
In: Machine Learning, 93 (2-3) pp. 185-189.
[Artikel], (2013)

Wirth, Christian ; Fürnkranz, Johannes :
Learning from Trajectory-Based Action Preferences.
In: Proceedings of the ICRA 2013 Workshop on Autonomous Learning.
[Konferenz- oder Workshop-Beitrag], (2013)

Wirth, Christian ; Fürnkranz, Johannes
Tucker, Allan ; Höppner, Frank ; Siebes, Arno ; Swift, Stephen (eds.) :

A Policy Iteration Algorithm for Learning from Preference-based Feedback.
In: Advances in Intelligent Data Analysis XII: 12th International Symposium (IDA-13). In: LNCS , 8207 . Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2013)

Wirth, Christian ; Fürnkranz, Johannes :
Preference-Based Reinforcement Learning: A Preliminary Survey.
[Online-Edition: http://www.ke.tu-darmstadt.de/events/PBRL-13/papers/10-Wirth...]
In: Proceedings of the ECML/PKDD-13 Workshop on Reinforcement Learning from Generalized Feedback: Beyond Numeric Rewards.
[Konferenz- oder Workshop-Beitrag], (2013)

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Higuchi, Tomoyuki (eds.), :
Proceedings of the 16th International Conference on Discovery Science (DS-13).
[Online-Edition: http://www.springer.com/computer/ai/book/978-3-642-40896-0]
Lecture Notes in Artificial Intelligence, 8140. Springer-Verlag, Singapore Singapore ISBN 978-3-642-40896-0 ISSN 0302-9743
[Buch], (2013)

Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.), :
Proceedings of the ECML/PKDD-13 Workshop on Reinforcement Learning with Generalized Feedback: Beyond Numeric Rewards.
[Online-Edition: http://www.ke.tu-darmstadt.de/events/PBRL-13/]

[Buch], (2013)

Fürnkranz, Johannes
Dubitzky, Werner ; Wolkenhauer, Olaf ; Cho, Kwang-Hyun ; Yokota, Hiroki (eds.) :

Rule-Based Methods.
In: Encyclopedia of Systems Biology. Springer-Verlag
[Buchkapitel], (2013)

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J.
Hollmén, Jaakko ; Klawonn, Frank ; Tucker, Allan (eds.) :

Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/IDA-12.pdf]
In: Advances in Intelligent Data Analysis XI — Proceedings of the 11th International Symposium on Data Analysis (IDA-11). In: Lecture Notes in Computer Science , 7619 . Springer
[Konferenz- oder Workshop-Beitrag], (2012)

Weizsäcker, Lorenz ; Fürnkranz, Johannes :
Multidimensional Ordered Mappings for Empirical Machine Learning Research.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/multdim_ma...]

[Konferenz- oder Workshop-Beitrag], (2012)

Weizsäcker, Lorenz ; Fürnkranz, Johannes :
Basic Instrument for Experimental Probes in Machine Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2012)

Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient prediction algorithms for binary decomposition techniques.
In: Data Mining and Knowledge Discovery, 24 (1) pp. 40-77. ISSN 1384-5810
[Artikel], (2012)

Fürnkranz, Johannes ; Park, Sang-Hyeun
Ganascia, Jean-Gabriel ; Lenca, Philippe ; Petit, Jean-Marc (eds.) :

Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction.
In: Proceedings of the 15th International Conference on Discovery Science (DS-12), Lyon, France. Springer , Lyon, France
[Konferenz- oder Workshop-Beitrag], (2012)

Wirth, Christian ; Fürnkranz, Johannes :
First Steps Towards Learning from Game Annotations.
[Online-Edition: http://www.ke.tu-darmstadt.de/events/PL-12/papers/11-wirth.p...]
In: Workshop Proceedings - Preference Learning: Problems and Applications in AI at ECAI 2012.
[Konferenz- oder Workshop-Beitrag], (2012)

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J. :
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2012)

Fürnkranz, Johannes ; Hüllermeier, Eyke
Seel, Norbert M. (ed.) :

Preference Learning.
In: Encyclopedia of the Sciences of Learning. Springer-Verlag , p. 986.
[Buchkapitel], (2012)

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Cheng, Weiwei ; Park, Sang-Hyeun :
Preference-based Reinforcement Learning: A Formal Framework and a Policy Iteration Algorithm.
In: Machine Learning, 89 (1-2) pp. 123-156. ISSN 0885-6125
[Artikel], (2012)

Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.), :
Proceedings of the ECAI-12 Workshop on Preference Learning: Problems and Applications in AI (PL-12).
[Online-Edition: http://www.ke.tu-darmstadt.de/events/PL-12/PL12-Proceedings....]

[Buch], (2012)

Paulheim, Heiko ; Fürnkranz, Johannes :
Unsupervised Generation of Data Mining Features from Linked Open Data.
In: International Conference on Web Intelligence and Semantics (WIMS'12).
[Konferenz- oder Workshop-Beitrag], (2012)

Fürnkranz, Johannes ; Gamberger, Dragan ; Lavrav c, Nada:
Foundations of Rule Learning.
[Online-Edition: http://www.springer.com/computer/database+management+%26+inf...]
Springer-Verlag ISBN 978-3-540-75196-0
[Buch], (2011)

Cheng, Weiwei ; Fürnkranz, Johannes ; Hüllermeier, Eyke ; Park, Sang-Hyeun :
Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning.
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2011)

Wohlrab, Lars ; Fürnkranz, Johannes :
A Review and Comparison of Strategies for Handling Missing Values in Separate-and-Conquer Rule Learning.
In: Journal of Intelligent Information Systems, 36 (1) pp. 73-98.
[Artikel], (2011)

Fürnkranz, Johannes
Sammut, Claude ; Webb, Geoffrey I. (eds.) :

Decision List.
In: Encyclopedia of Machine Learning. Springer-Verlag , p. 261.
[Buchkapitel], (2010)

Fürnkranz, Johannes
Sammut, Claude ; Webb, Geoffrey I. (eds.) :

Decision Lists and Decision Trees.
In: Encyclopedia of Machine Learning. Springer-Verlag , pp. 261-262.
[Buchkapitel], (2010)

Fürnkranz, Johannes
Sammut, Claude ; Webb, Geoffrey I. (eds.) :

Decision Tree.
In: Encyclopedia of Machine Learning. Springer-Verlag , pp. 263-267.
[Buchkapitel], (2010)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Francesconi, Enrico ; Montemagni, Simonetta ; Peters, Wim ; Tiscornia, Daniela (eds.) :

Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/loza10eurl...]
In: Semantic Processing of Legal Texts -- Where the Language of Law Meets the Law of Language. Springer-Verlag , pp. 192-215. ISBN 978-3-642-12836-3
[Buchkapitel], (2010)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient Voting Prediction for Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/neucom10.p...]
In: Neurocomputing, 73 (7-9) 1164 - 1176. ISSN 0925-2312
[Artikel], (2010)

Lavrav c, Nada ; Fürnkranz, Johannes ; Gamberger, Dragan
Koronacki, Jacek ; Ras, Zbigniew ; Wierzchon, Slawomir T. ; Kacprzyk, Janusz (eds.) :

Explicit Feature Construction and Manipulation for Covering Rule Learning Algorithms.
In: Advances in Machine Learning I --- Dedicated to the Memory of Professor Ryszard S. Michalski. Springer-Verlag , pp. 121-146. ISBN 978-3-642-05176-0
[Buchkapitel], (2010)

Park, Sang-Hyeun ; Weizsäcker, Lorenz ; Fürnkranz, Johannes
Pfahringer, Bernhard ; Holmes, Geoff ; Hoffmann, Achim (eds.) :

Exploiting Code Redundancies in ECOC.
Discovery Science Springer Berlin / Heidelberg
[Konferenz- oder Workshop-Beitrag], (2010)

Park, Sang-Hyeun ; Weizsäcker, Lorenz ; Fürnkranz, Johannes :
Exploiting Code-Redundancies in ECOC for Reducing its Training Complexity using Incremental and SVM Learners.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2010)

Fürnkranz, Johannes ; Knobbe, Arno J. :
Guest Editorial: Global Modeling using Local Patterns.
In: Data Mining and Knowledge Discovery, 21 pp. 1-8.
[Artikel], (2010)

Ghiglieri, Marco ; Fürnkranz, Johannes :
Learning to Recognize Missing E-mail Attachments.
In: Applied Artificial Intelligence, 24 (5) pp. 443-462.
[Artikel], (2010)

Fürnkranz, Johannes
Sammut, Claude ; Webb, Geoffrey I. (eds.) :

Machine Learning and Game Playing.
In: Encyclopedia of Machine Learning. Springer-Verlag , pp. 633-637.
[Buchkapitel], (2010)

Paulsen, Philip ; Fürnkranz, Johannes
Thurau, Christian ; Driessens, Kurt ; Missura, Olana (eds.) :

A Moderately Successful Attempt to Train Chess Evaluation Functions of Different Strengths.
Proceedings of the ICML-10 Workshop on Machine Learning and Games
[Konferenz- oder Workshop-Beitrag], (2010)

Paulsen, Philip ; Fürnkranz, Johannes :
A Moderately Successful Attempt to Train Chess Evaluation Functions of Different Strengths.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2010)

Fürnkranz, Johannes ; Sima, Jan Frederik :
On Exploiting Hierarchical Label Structure with Pairwise Classifiers.
[Online-Edition: http://www.sigkdd.org/explorations/issues/12-2-2010-12/v12-0...]
In: SIGKDD Explorations, 12 (2) pp. 21-25.
[Artikel], (2010)

Hüllermeier, Eyke ; Fürnkranz, Johannes :
On Predictive Accuracy and Risk Minimization in Pairwise Label Ranking.
In: Journal of Computer and System Sciences, 76 (1) pp. 49-62.
[Artikel], (2010)

Janssen, Frederik ; Fürnkranz, Johannes :
On the Quest for Optimal Rule Learning Heuristics.
In: Machine Learning, 78 (3) pp. 343-379.
[Artikel], (2010)

Fürnkranz, Johannes ; Hüllermeier, Eyke
Sammut, Claude ; Webb, Geoffrey I. (eds.) :

Preference Learning.
In: Encyclopedia of Machine Learning. Springer-Verlag , pp. 789-795.
[Buchkapitel], (2010)

Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.), :
Preference Learning.
[Online-Edition: http://www.springer.com/computer/ai/book/978-3-642-14124-9]
Springer-Verlag
[Buch], (2010)

Fürnkranz, Johannes ; Hüllermeier, Eyke
Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.) :

Preference Learning and Ranking by Pairwise Comparison.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
In: Preference Learning. Springer-Verlag , pp. 65-82.
[Buchkapitel], (2010)

Fürnkranz, Johannes ; Hüllermeier, Eyke
Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.) :

Preference Learning: An Introduction.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
In: Preference Learning. Springer-Verlag , pp. 1-17.
[Buchkapitel], (2010)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes :
Probability Estimation and Aggregation for Rule Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2010)

Fürnkranz, Johannes
Sammut, Claude ; Webb, Geoffrey I. (eds.) :

Pruning.
In: Encyclopedia of Machine Learning. Springer-Verlag , p. 817.
[Buchkapitel], (2010)

Fürnkranz, Johannes
Sammut, Claude ; Webb, Geoffrey I. (eds.) :

Rule Learning.
In: Encyclopedia of Machine Learning. Springer-Verlag , pp. 875-879.
[Buchkapitel], (2010)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes :
Rule Stacking: An approach for compressing an ensemble of rule sets into a single classifier.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2010)

Janssen, Frederik ; Fürnkranz, Johannes :
The SeCo-framework for rule learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2010)

Janssen, Frederik ; Fürnkranz, Johannes :
Separate-and-conquer Regression.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2010)

Fürnkranz, Johannes
Maimon, Oded ; Rokach, Lior (eds.) :

Web Mining.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: Data Mining and Knowledge Discovery Handbook. Springer-Verlag , pp. 913-930.
[Buchkapitel], (2010)

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Vanderlooy, Stijn
Buntine, Wray L. ; Grobelnik, Marko ; Mladenić, Dunja ; Shawe-Taylor, John (eds.) :

Binary Decomposition Methods for Multipartite Ranking.
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-09) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2009)

Wohlrab, Lars ; Fürnkranz, Johannes :
A Comparison of Strategies for Handling Missing Values in Rule Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report], (2009)

Park, Sang-Hyeun ; Fürnkranz, Johannes
Buntine, Wray L. ; Grobelnik, Marko ; Mladenić, Dunja ; Shawe-Taylor, John (eds.) :

Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-09) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2009)

Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2009)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient Voting Prediction for Pairwise Multilabel Classification.
[Online-Edition: http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2009-...]
Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN-09) d-side publications
[Konferenz- oder Workshop-Beitrag], (2009)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Benz, Dominik ; Janssen, Frederik (eds.) :

Efficient Voting Prediction for Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/KDML09.pdf]
Proceedings of the LWA 2009: Lernen - Wissen - Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09)
[Konferenz- oder Workshop-Beitrag], (2009)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes
Gama, João ; Santos Costa, Vítor ; Jorge, A. ; Brazdil, Pavel B. (eds.) :

An Empirical Comparison of Probability Estimation Techniques for Probabilistic Rules.
[Online-Edition: http://www.springerlink.com/content/640uu54k2702t4m6/]
Proceedings of the 12th International Conference on Discovery Science (DS-09) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2009)

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Mertsching, Bärbel ; Hund, Marcus ; Zaheer Aziz, Muhammad (eds.) :

An Exploitative Monte-Carlo Poker Agent.
Proceedings of the 32nd Annual German Conference on Artificial Intelligence (KI-09) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2009)

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Benz, Dominik ; Janssen, Frederik (eds.) :

An Exploitative Monte-Carlo Poker Agent.
Proceedings of the LWA 2009: Lernen -- Wissen -- Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09)
[Konferenz- oder Workshop-Beitrag], (2009)

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes :
An Exploitative Monte-Carlo Poker Agent.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2009)

Ghiglieri, Marco ; Fürnkranz, Johannes :
Learning To Recognize Missing E-mail Attachments.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2009)

Weizsäcker, Lorenz ; Fürnkranz, Johannes :
Margin Driven Separate and Conquer by Working Set Expansion.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2009)

Weizsäcker, Lorenz ; Fürnkranz, Johannes
Mandl, Thomas ; Frommholz, Ingo (eds.) :

On Table Extraction from Text Sources with Markups.
Proceedings of the LWA 2009: Lernen -- Wissen -- Adaption, Workshop Information Retrieval (WIR-09)
[Konferenz- oder Workshop-Beitrag], (2009)

Tsoumakas, Grigorios ; Loza Mencía, Eneldo ; Katakis, Ioannis ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Hüllermeier, Eyke ; Fürnkranz, Johannes (eds.) :

On the Combination of Two Decompositive Multi-Label Classification Methods.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/PL-09/09-Tso...]
Proceedings of the ECML/PKDD-09 Workshop on Preference Learning (PL-09)
[Konferenz- oder Workshop-Beitrag], (2009)

Janssen, Frederik ; Fürnkranz, Johannes
Park, Haesun ; Parthasarathy, Srinivasan ; Liu, Huan ; Obradovic, Zoran (eds.) :

A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
[Online-Edition: http://www.siam.org/proceedings/datamining/2009/dm09_033_jan...]
Proceedings of the SIAM International Conference on Data Mining (SDM-09)
[Konferenz- oder Workshop-Beitrag], (2009)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes
Knobbe, Arno J. ; Fürnkranz, Johannes (eds.) :

A Study of Probability Estimation Techniques for Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-09/07-S...]
From Local Patterns to Global Models: Proceedings of the ECML/PKDD-09 Workshop (LeGo-09)
[Konferenz- oder Workshop-Beitrag], (2009)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes :
Advances in Efficient Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2008)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes
Knobbe, Arno J. (ed.) :

A Comparison of Techniques for Selecting and Combining Class Association Rules.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-08/11.p...]
From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop (LeGo-08)
[Konferenz- oder Workshop-Beitrag], (2008)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes :
A Comparison of Techniques for Selecting and Combining Class Association Rules.
Proceedings of the LWA 2008: Lernen -- Wissen -- Adaption
[Konferenz- oder Workshop-Beitrag], (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Daelemans, Walter ; Goethals, Bart ; Morik, Katharina (eds.) :

Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML08.pdf]
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II Springer
[Konferenz- oder Workshop-Beitrag], (2008)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes :
An Empirical Comparison of Techniques for Selecting and Combining Local Patterns into a Global Model.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2008)

Janssen, Frederik ; Fürnkranz, Johannes
Boulicaut, Jean-Francois ; Berthold, Michael R. ; Horváth, T. (eds.) :

An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics.
[Online-Edition: http://www.springerlink.com/content/5h478u088k513n6w/fulltex...]
Proceedings of the 11th International Conference on Discovery Science (DS-08) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2008)

Janssen, Frederik ; Fürnkranz, Johannes :
An Empirical Quest for Optimal Rule Learning Heuristics.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Montemagni, Simonetta ; Tiscornia, Daniela ; Francesconi, Enrico ; Peters, Wim (eds.) :

An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
Proceedings of the LREC 2008 Workshop on Semantic Processing of Legal Texts
[Konferenz- oder Workshop-Beitrag], (2008)

Knobbe, Arno J. ; Crémilleux, Bruno ; Fürnkranz, Johannes ; Scholz, Martin
Knobbe, Arno J. (ed.) :

From Local Patterns to Global Models: The LeGo Approach to Data Mining.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-08/1.pd...]
From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop (LeGo-08)
[Konferenz- oder Workshop-Beitrag], (2008)

Gamberger, Dragan ; Lavrav c, Nada ; Fürnkranz, Johannes
Ho, Tu-Bao ; Zhou, Zhi-Hua (eds.) :

Handling Unknown and Imprecise Attribute Values in Propositional Rule Learning: A Feature-Based Approach.
Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence (PRICAI-08) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2008)

Hüllermeier, Eyke ; Fürnkranz, Johannes ; Cheng, Weiwei ; Brinker, Klaus :
Label Ranking by Learning Pairwise Preferences.
In: Artificial Intelligence, 172 pp. 1897-1916.
[Artikel], (2008)

Hüllermeier, Eyke ; Fürnkranz, Johannes
Riccia, G. Della ; Dubois, D. ; Kruse, R. ; Lenz, Hans-Joachim (eds.) :

Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: Preferences and Similarities. Springer-Verlag , pp. 283-304.
[Buchkapitel], (2008)

Droste, Sacha ; Fürnkranz, Johannes :
Learning of Piece Values for Chess Variants.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2008)

Droste, Sacha ; Fürnkranz, Johannes :
Learning the Piece Values for Three Chess Variants.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
In: International Computer Games Association Journal, 31 (4) pp. 209-233.
[Artikel], (2008)

Park, Sang-Hyeun ; Fürnkranz, Johannes :
Multi-Label Classification with Label Constraints.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2008)

Park, Sang-Hyeun ; Fürnkranz, Johannes
Hüllermeier, Eyke ; Fürnkranz, Johannes (eds.) :

Multi-Label Classification with Label Constraints.
[Online-Edition: http://www.mathematik.uni-marburg.de/~kebi/ws-ecml-08/12.pdf]
Proceedings of the ECML/PKDD-08 Workshop on Preference Learning (PL-08)
[Konferenz- oder Workshop-Beitrag], (2008)

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Loza Mencía, Eneldo ; Brinker, Klaus :
Multilabel Classification via Calibrated Label Ranking.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/MLJ08.pdf]
In: Machine Learning, 73 (2) pp. 133-153.
[Artikel], (2008)

Weizsäcker, Lorenz ; Fürnkranz, Johannes :
On Table Extraction from Text Sources with Markups.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Pairwise Learning of Multilabel Classifications with Perceptrons.
Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN-08)
[Konferenz- oder Workshop-Beitrag], (2008)

Janssen, Frederik ; Fürnkranz, Johannes :
A Re-Evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2008)

Janssen, Frederik ; Fürnkranz, Johannes :
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
Proceedings of the LWA 2008: Lernen -- Wissen -- Adaption
[Konferenz- oder Workshop-Beitrag], (2008)

Fürnkranz, Johannes ; Loza Mencía, Eneldo ; Paulheim, Heiko ; Bestougeff, Hélène ; Laukyte, Migle ; Rubino, Rossella ; Contissa, Giuseppe ; Kamara, LLoyd ; Mezaour, Amar-Djalil ; Ramirez, Daniel ; Riveret, Régis ; Rudnianski, Michel :
Report on ALIS Ontology.

[Report], (2008)

Park, Sang-Hyeun ; Fürnkranz, Johannes
Kok, J. N. ; Koronacki, J. ; López de Mántaras, Ramon ; Matwin, S. ; Mladenić, Dunja ; Skowron, A. (eds.) :

Efficient Pairwise Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of 18th European Conference on Machine Learning (ECML-07) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2007)

Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient Pairwise Classification and Ranking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2007)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Hinneburg, Alexander (ed.) :

An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
Proceedings of the LWA 2007: Lernen - Wissen - Adaption
[Konferenz- oder Workshop-Beitrag], (2007)

Crémilleux, Bruno ; Fürnkranz, Johannes ; Knobbe, Arno J. ; Scholz, Martin :
From Local Patterns to Global Models: The LeGo Approach to Data Mining.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2007)

Brinker, Klaus ; Fürnkranz, Johannes ; Hüllermeier, Eyke :
Label Ranking by Learning Pairwise Preferences.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2007)

Janssen, Frederik ; Fürnkranz, Johannes :
Meta-Learning Rule Learning Heuristics.
Proceedings of the LWA 2007: Lernen -- Wissen -- Adaption
[Konferenz- oder Workshop-Beitrag], (2007)

Janssen, Frederik ; Fürnkranz, Johannes :
Meta-Learning Rule Learning Heuristics.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2007)

Janssen, Frederik ; Fürnkranz, Johannes
Brazdil, Pavel B. ; Bernstein, A. (eds.) :

Meta-Learning a Rule Learning Heuristic.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of ECML-PKDD-07 Workshop on Planning to Learn (PlanLearn-07)
[Konferenz- oder Workshop-Beitrag], (2007)

Janssen, Frederik ; Fürnkranz, Johannes :
On Meta-Learning Rule Learning Heuristics.
Proceedings of the 7th IEEE Conference on Data Mining (ICDM-07)
[Konferenz- oder Workshop-Beitrag], (2007)

Hüllermeier, Eyke ; Fürnkranz, Johannes
Kok, J. N. ; Koronacki, J. ; López de Mántaras, Ramon ; Matwin, S. ; Mladenić, Dunja ; Skowron, A. (eds.) :

On Minimizing the Position Error in Label Ranking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of 18th European Conference on Machine Learning (ECML-07) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2007)

Hüllermeier, Eyke ; Fürnkranz, Johannes :
On Minimizing the Position Error in Label Ranking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2007)

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes ; Hüllermeier, Eyke
Kok, J. N. ; Koronacki, J. ; López de Mántaras, Ramon ; Matwin, S. ; Mladenić, Dunja ; Skowron, A. (eds.) :

On Pairwise Naive Bayes Classifiers.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of 18th European Conference on Machine Learning (ECML-07) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2007)

Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Pairwise Learning of Multilabel Classifications with Perceptrons.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report], (2007)

Fürnkranz, Johannes :
Recent Advances in Machine Learning and Game Playing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: ÖGAI Journal, 26 (2)
[Artikel], (2007)

Janssen, Frederik ; Fürnkranz, Johannes :
On Trading Off Consistency and Coverage in Inductive Rule Learning.
In: Lernen - Wissensentdeckung - Adaptivität : 9. - 11.10. 2006 in Hildesheim; [proceedings] / LWA 2006. Martin Schaaf ... (Hrsg.). - Hildesheim : Inst. für Informatik, 2006, S. 306-313 (Hildesheimer Informatik-Berichte ; 2006,1) . Inst. für Informatik , 11.10. 2006 in Hildesheim; [proceedings] / LWA 2006. Martin Schaaf ... (Hrsg.). - Hildesheim
[Konferenz- oder Workshop-Beitrag], (2006)

Brinker, Klaus ; Fürnkranz, Johannes ; Hüllermeier, Eyke :
A Unified Model for Multilabel Classification and Ranking.
In: ECAI 2006 <Riva del Garda,2006> ; 489-493 ; ISBN: 1-58603-642-4 .
[Konferenz- oder Workshop-Beitrag], (2006)

Bowling, Michael ; Fürnkranz, Johannes ; Graepel, Thore ; Musick, Ron :
Guest Editorial: Machine Learning and Games.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: Machine Learning, 63 (3) pp. 211-215.
[Artikel], (2006)

Utard, Hervé ; Fürnkranz, Johannes
Berendt, B. ; Grobelnik, M. ; Hotho, A. ; Mladenić, Dunja ; Semeraro, G. ; van Someren, M. ; Spiliopoulou, M. ; Stumme, G. ; Svatek, V. (eds.) :

Link-local Features for Hypertext Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: Semantics, Web and Mining. Springer-Verlag , pp. 51-64.
[Buchkapitel], (2006)

Druckman, Daniel ; Harris, Richard ; Fürnkranz, Johannes
Trappl, Robert (ed.) :

Modeling International Negotiation: Statistical and Machine Learning Approaches.
[Online-Edition: http://www.springerlink.com/content/t8754477746q3402/]
In: Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention. Kluwer Academic Publishers , pp. 227-250.
[Buchkapitel], (2006)

Janssen, Frederik ; Fürnkranz, Johannes
Althoff, Klaus-Dieter ; Schaaf, M. (eds.) :

On Trading Off Consistency and Coverage in Inductive Rule Learning.
[Online-Edition: http://web1.bib.uni-hildesheim.de/2006/kdml2006/JanssenFuern...]
Proceedings of the LWA 2006, Lernen Wissensentdeckung Adaptivität Gesellschaft f{\"u}r Informatik e. V. (GI)
[Konferenz- oder Workshop-Beitrag], (2006)

Bowling, Michael ; Fürnkranz, Johannes ; Graepel, Thore ; Musick, Ron :
Special Issue on Machine Learning and Games.
[Online-Edition: http://www.springerlink.com/content/r14500v80h0n/]
In: Machine Learning, 63 (3)
[Artikel], (2006)

Billari, Francesco C. ; Fürnkranz, Johannes ; Prskawetz, Alexia :
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: European Journal of Population, 22 (1) pp. 37-65.
[Artikel], (2006)

Brinker, Klaus ; Fürnkranz, Johannes ; Hüllermeier, Eyke
Brewka, G. ; Coradeschi, S. ; Perini, A. ; Traverso, P. (eds.) :

A Unified Model for Multilabel Classification and Ranking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 17th European Conference on Artificial Intelligence (ECAI-06)
[Konferenz- oder Workshop-Beitrag], (2006)

Fürnkranz, Johannes
Morik, K. ; Boulicaut, Jean-Francois ; Siebes, Arno (eds.) :

From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Local Pattern Detection Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2005)

Hüllermeier, Eyke ; Fürnkranz, Johannes :
Learning Label Preferences: Ranking Error versus Position Error.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Advances in Intelligent Data Analysis: Proceedings of the 6th International Symposium (IDA-05) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2005)

Utard, Hervé ; Fürnkranz, Johannes
Berendt, B. ; Grobelnik, M. ; Hotho, A. ; Mladenić, Dunja ; Semeraro, G. ; Spiliopoulou, M. ; Stumme, G. ; van Someren, M. (eds.) :

Link-local Features for Hypertext Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the European Web Mining Forum (EWMF-05): Workshop at ECML/PKDD-05
[Konferenz- oder Workshop-Beitrag], (2005)

Hüllermeier, Eyke ; Fürnkranz, Johannes ; Beringer, Jürgen :
On Position Error and Label Ranking through Iterated Choice.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
LWA 2005, Lernen Wissensentdeckung Adaptivität German Research Center for Artificial Intelligence (DFKI)
[Konferenz- oder Workshop-Beitrag], (2005)

Fürnkranz, Johannes ; Hüllermeier, Eyke :
Preference Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: Künstliche Intelligenz, 19 (1) pp. 60-61.
[Artikel], (2005)

Fürnkranz, Johannes ; Flach, Peter A. :
ROC 'n' Rule Learning -- Towards a Better Understanding of Covering Algorithms.
[Online-Edition: http://www.cs.bris.ac.uk/~flach/papers/furnkranz-flach-mlj.p...]
In: Machine Learning, 58 (1) pp. 39-77.
[Artikel], (2005)

Fürnkranz, Johannes
Maimon, Oded ; Rokach, Lior (eds.) :

Web Mining.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: Data Mining and Knowledge Discovery Handbook. Springer-Verlag , pp. 899-920.
[Buchkapitel], (2005)

Fürnkranz, Johannes ; Flach, Peter A.
Boulicaut, Jean-Francois ; Esposito, F. ; Giannotti, F. ; Pedreschi, D. (eds.) :

An Analysis of Stopping and Filtering Criteria for Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 15th European Conference on Machine Learning (ECML-04) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2004)

Hüllermeier, Eyke ; Fürnkranz, Johannes :
Comparison of Ranking Procedures in Pairwise Preference Learning.
[Online-Edition: http://dbs.mathematik.uni-marburg.de/~isy/PUBS/IPMU2004.pdf]
Proceedings of the 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-04)
[Konferenz- oder Workshop-Beitrag], (2004)

Fürnkranz, Johannes
Fürnkranz, Johannes (ed.) :

Modeling Rule Precision.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the ECML/PKDD-04 Workshop on Advances in Inductive Rule Learning
[Konferenz- oder Workshop-Beitrag], (2004)

Fürnkranz, Johannes
Abecker, A. ; Bickel, S. ; Brefeld, U. ; Drost, I. ; Henze, N. ; Herden, O. ; Minor, M. ; Scheffer, Tobias ; Stojanovic, L. ; Weibelzahl, S. (eds.) :

Modeling Rule Precision.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Lernen -- Wissensentdeckung --- Adaptivität. Proceedings of the LWA-04 Workshops
[Konferenz- oder Workshop-Beitrag], (2004)

Hüllermeier, Eyke ; Fürnkranz, Johannes :
Ranking by Pairwise Comparison: A Note on Risk Minimization.
[Online-Edition: http://dbs.mathematik.uni-marburg.de/~isy/PUBS/mpub109.pdf]
Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE-04)
[Konferenz- oder Workshop-Beitrag], (2004)

Fürnkranz, Johannes ; Flach, Peter A.
Fawcett, Tom E. ; Mishra, N. (eds.) :

An Analysis of Rule Evaluation Metrics.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 20th International Conference on Machine Learning (ICML-03) AAAI Press
[Konferenz- oder Workshop-Beitrag], (2003)

Fürnkranz, Johannes ; Flach, Peter A. :
An Analysis of Rule Learning Heuristics.
[Online-Edition: http://www.cs.bris.ac.uk/Tools/Reports/Abstracts/2003-furnkr...]

[Report], (2003)

Savicky, Petr ; Fürnkranz, Johannes :
Combining Pairwise Classifiers with Stacking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Advances in Intelligent Data Analysis: Proceedings of the 5th International Symposium (IDA-03) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2003)

Fürnkranz, Johannes :
Modeling Rule Precision.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-35]

[Report], (2003)

Billari, Francesco C. ; Prskawetz, Alexia ; Fürnkranz, Johannes
Billari, F. C. ; Prskawetz, Alexia (eds.) :

On the Cultural Evoluation of Age-at-marriage Norms.
[Online-Edition: http://www.demogr.mpg.de/cgi-bin/publications/abstract.plx?p...]
In: Agent-Based Computational Demography. Physica-Verlag / Springer , pp. 139-157.
[Buchkapitel], (2003)

Fürnkranz, Johannes ; Hüllermeier, Eyke
Lavrav c, Nada ; Gamberger, D. ; Blockeel, Hendrik ; Todorovski, L. (eds.) :

Pairwise Preference Learning and Ranking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 14th European Conference on Machine Learning (ECML-03) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2003)

Fürnkranz, Johannes ; Hüllermeier, Eyke
Hüllermeier, Eyke ; Fürnkranz, Johannes (eds.) :

Pairwise Preference Learning and Ranking.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-26]
Preference Learning: Models, Methods, Applications -- Proceedings of the KI-2003 Workshop
[Konferenz- oder Workshop-Beitrag], (2003)

Fürnkranz, Johannes ; Hüllermeier, Eyke :
Pairwise Preference Learning and Ranking.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-14]

[Report], (2003)

Fürnkranz, Johannes :
Round Robin Ensembles.
[Online-Edition: http://iospress.metapress.com/openurl.asp?genre=article&issn...]
In: Intelligent Data Analysis, 7 (5) pp. 385-404.
[Artikel], (2003)

Fürnkranz, Johannes :
Hyperlink Ensembles: A Case Study in Hypertext Classification.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-30]
In: Information Fusion, 3 (4) pp. 299-312.
[Artikel], (2002)

Fürnkranz, Johannes ; Petrak, Johann ; Brazdil, Pavel B. ; Soares, Carlos :
On the Use of Fast Subsampling Estimates for Algorithm Recommendation.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-36]

[Report], (2002)

Fürnkranz, Johannes :
Pairwise Classification as an Ensemble Technique.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-20]

[Report], (2002)

Fürnkranz, Johannes
Elomaa, T. ; Mannila, H. ; Toivonen, H. (eds.) :

Pairwise Classification as an Ensemble Technique.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 13th European Conference on Machine Learning (ECML-02) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2002)

Fürnkranz, Johannes :
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-28]

[Report], (2002)

Fürnkranz, Johannes
Cesa-Bianchi, N. ; Numao, M. ; Reischuk, R. (eds.) :

A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 13th European Conference on Algorithmic Learning Theory (ALT-02) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2002)

Fürnkranz, Johannes :
Round Robin Classification.
[Online-Edition: http://www.ai.mit.edu/projects/jmlr/papers/volume2/fuernkran...]
In: Journal of Machine Learning Research, 2 pp. 721-747.
[Artikel], (2002)

Fürnkranz, Johannes :
Round Robin Ensembles.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-37]

[Report], (2002)

Fürnkranz, Johannes ; Holzbaur, Christian ; Temel, Robert :
User Profiling for the Melvil Knowledge Retrieval System.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-29]
In: Applied Artificial Intelligence, 16 (4) pp. 243-281.
[Artikel], (2002)

Fürnkranz, Johannes :
Web Structure Mining --- Exploiting the Graph Structure of the World-Wide Web.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-33]

[Report], (2002)

Fürnkranz, Johannes :
Web Structure Mining --- Exploiting the Graph Structure of the World-Wide Web.
[Online-Edition: ftp://ftp.ai.univie.ac.at/papers/oefai-tr-2002-33.pdf]
In: ÖGAI Journal, 21 (2) pp. 17-26.
[Artikel], (2002)

Blockeel, Hendrik ; Fürnkranz, Johannes ; Prskawetz, Alexia ; Billari, Francesco C. :
Detecting Temporal Change in Event Sequences: An Application to Demographic Data.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-09]

[Report], (2001)

Blockeel, Hendrik ; Fürnkranz, Johannes ; Prskawetz, Alexia ; Billari, Francesco C.
De Raedt, Luc ; Siebes, Arno (eds.) :

Detecting Temporal Change in Event Sequences: An Application to Demographic Data.
[Online-Edition: http://link.springer.de/link/service/series/0558/bibs/2168/2...]
Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD-01) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2001)

Seewald, Alexander K. ; Fürnkranz, Johannes
Hoffmann, F. ; Hand, David J. ; Adams, N. ; Fisher, D. ; Guimaraes, G. (eds.) :

An Evaluation of Grading Classifiers.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Advances in Intelligent Data Analysis: Proceedings of the 4th International Conference (IDA-01) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (2001)

Fürnkranz, Johannes ; Petrak, Johann :
An Evaluation of Landmarking Variants.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-13]

[Report], (2001)

Fürnkranz, Johannes ; Petrak, Johann
Giraud-Carrier, C. ; Lavrav c, Nada ; Moyle, Steve ; Kavv sek, B. (eds.) :

An Evaluation of Landmarking Variants.
[Online-Edition: http://www.informatik.uni-freiburg.de/~ml/ecmlpkdd/WS-Procee...]
Proceedings of the ECML/PKDD Workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning (IDDM-2001)
[Konferenz- oder Workshop-Beitrag], (2001)

Seewald, Alexander K. ; Fürnkranz, Johannes :
Grading Classifiers.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-01]

[Report], (2001)

Fürnkranz, Johannes :
Hyperlink Ensembles: A Case Study in Hypertext Classification.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-30]

[Report], (2001)

Fürnkranz, Johannes :
Inductive Rule Learning for Data and Web Mining.
TU Darmstadt
[Habilitation], (2001)

Fürnkranz, Johannes
Fürnkranz, Johannes ; Kubat, M. (eds.) :

Machine Learning in Games: A Survey.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-31]
In: Machines that Learn to Play Games. Nova Science Publishers , pp. 11-59.
[Buchkapitel], (2001)

Fürnkranz, Johannes ; Kubat, Miroslav (eds.), :
Machines that Learn to Play Games.
[Online-Edition: http://www.novapublishers.com/detailed_search.asp?id=1-59033...]
Nova Science Publishers
[Buch], (2001)

Fürnkranz, Johannes :
Round Robin Classification.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-18]

[Report], (2001)

Fürnkranz, Johannes :
Round Robin Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-02]

[Report], (2001)

Fürnkranz, Johannes
Brodley, C. E. ; Danyluk, A. P. (eds.) :

Round Robin Rule Learning.
[Online-Edition: http://citeseer.ifi.unizh.ch/frnkranz01round.html]
Proceedings of the 18th International Conference on Machine Learning (ICML 01) Morgan Kaufmann Publishers
[Konferenz- oder Workshop-Beitrag], (2001)

Fürnkranz, Johannes
Brodley, C. E. ; Danyluk, A. P. (eds.) :

Round Robin Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 18th International Conference on Machine Learning (ICML-01) Morgan Kaufmann Publishers
[Konferenz- oder Workshop-Beitrag], (2001)

Fürnkranz, Johannes ; Holzbaur, Christian ; Temel, Robert :
User Profiling for the Melvil Knowledge Retrieval System.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-29]

[Report], (2001)

Fürnkranz, Johannes ; Pfahringer, Bernhard ; Kaindl, Hermann ; Kramer, Stefan
Horn, W. (ed.) :

Learning to Use Operational Advice.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 14th European Conference on Artificial Intelligence (ECAI-00) IOS Press
[Konferenz- oder Workshop-Beitrag], (2000)

Fürnkranz, Johannes :
Machine Learning in Games: A Survey.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-31]

[Report], (2000)

Kovar, Klaus ; Fürnkranz, Johannes ; Petrak, Johann ; Pfahringer, Bernhard ; Trappl, Robert ; Widmer, Gerhard :
Searching for Patterns in Political Event Sequences: Experiments with the KEDS Database.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+00-02]
In: Cybernetics and Systems, 31 (6) pp. 649-668.
[Artikel], (2000)

Billari, Francesco C. ; Fürnkranz, Johannes ; Prskawetz, Alexia :
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-30]

[Report], (2000)

Billari, Francesco C. ; Fürnkranz, Johannes ; Prskawetz, Alexia :
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-30]

[Report], (2000)

Fürnkranz, Johannes
Hand, David J. ; Kok, J. N. ; Berthold, Michael R. (eds.) :

Exploiting Structural Information for Text Classification on the WWW.
[Online-Edition: http://wieden.ai.univie.ac.at/~juffi/publications/ida-99.ps....]
Advances in Intelligent Data Analysis: Proceedings of the 3rd International Symposium (IDA-99) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (1999)

Pfahringer, Bernhard ; Kaindl, Hermann ; Kramer, Stefan ; Fürnkranz, Johannes
Fürnkranz, Johannes ; Kubat, M. (eds.) :

Learning to Make Good Use of Operational Advice.
[Online-Edition: http://www.ai.univie.ac.at/icml-99-ws-games/papers/pfahringe...]
Proceedings of the ICML-99 Workshop on Machine Learning in Game Playing
[Konferenz- oder Workshop-Beitrag], (1999)

Fürnkranz, Johannes :
Separate-and-Conquer Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-25]
In: Artificial Intelligence Review, 13 (1) pp. 3-54.
[Artikel], (1999)

Fürnkranz, Johannes ; Kubat, Miroslav :
Workshop Report: Machine Learning in Game Playing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/icml-99-ws-games/re...]
In: International Computer Chess Association Journal, 22 (3) 178,179,165.
[Artikel], (1999)

Kramer, Stefan ; Fürnkranz, Johannes :
Bericht über ILP-98, ICML-98 und AAAI-98.
In: ÖGAI--Journal, 17 (3) pp. 2-9.
[Artikel], (1998)

Fürnkranz, Johannes ; Mitchell, Tom M. ; Riloff, Ellen
Sahami, M. (ed.) :

A Case Study in Using Linguistic Phrases for Text Categorization on the WWW.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Learning for Text Categorization: Proceedings of the 1998 AAAI/ICML Workshop AAAI Press
[Konferenz- oder Workshop-Beitrag], (1998)

Fürnkranz, Johannes ; Pfahringer, Bernhard :
Guest Editorial: First-Order Knowledge Discovery in Databases.
[Online-Edition: http://pinkerton.catchword.com/cl=3/vl=94191109/nw=1/rpsv/cg...]
In: Applied Artificial Intelligence, 12 (5) pp. 345-361.
[Artikel], (1998)

Winkler, Franz-Günter ; Fürnkranz, Johannes :
A Hypothesis on the Divergence of AI Research.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: International Computer Chess Association Journal, 21 (1) pp. 3-13.
[Artikel], (1998)

Fürnkranz, Johannes :
Integrative Windowing.
[Online-Edition: http://www.jair.org/abstracts/fuernkranz98a.html]
In: Journal of Artificial Intelligence Research, 8 pp. 129-164.
[Artikel], (1998)

Fürnkranz, Johannes ; Pfahringer, Bernhard :
Special Issue on First-Order Knowledge Discovery in Databases.
[Online-Edition: http://www.catchword.co.uk/titles/tandf/08839514/v12n5/contp...]
In: Applied Artificial Intelligence, 12 (5)
[Artikel], (1998)

Fürnkranz, Johannes :
A Study Using $n$-gram Features for Text Categorization.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+98-30]

[Report], (1998)

Fürnkranz, Johannes :
Using Links for Classifying Web-Pages.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+98-29]

[Report], (1998)

Fürnkranz, Johannes :
Bericht über IJCAI-97 und AAAI-97.
In: ÖGAI--Journal, 16 (3) pp. 30-33.
[Artikel], (1997)

Fürnkranz, Johannes
De Raedt, Luc ; Muggleton, S. (eds.) :

Dimensionality Reduction in ILP: A Call to Arms.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-26]
Proceedings of the IJCAI-97 Workshop on Frontiers of Inductive Logic Programming
[Konferenz- oder Workshop-Beitrag], (1997)

Fürnkranz, Johannes :
Dimensionality Reduction in ILP: A Call to Arms.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-26]

[Report], (1997)

Fürnkranz, Johannes :
Knowledge Discovery in Chess Databases: A Research Proposal.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1997)

Fürnkranz, Johannes ; Petrak, Johann ; Trappl, Robert :
Knowledge Discovery in International Conflict Databases.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-24]
In: Applied Artificial Intelligence, 11 (2) pp. 91-118.
[Artikel], (1997)

Fürnkranz, Johannes ; De Raedt, Luc :
Learning Playing Strategies from Chess Endgame Databases: An ILP Approach.

[Anderes], (1997)

Trappl, Robert ; Fürnkranz, Johannes ; Petrak, Johann ; Bercovitch, Jacob
Della Riccia, G. ; Lenz, Hans-Joachim ; Kruse, R. (eds.) :

Machine Learning and Case-based Reasoning: Their Potential Role in Preventing the Outbreak of Wars or in Ending Them.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-10]
Learning, Networks and Statistics: Proceedings of the ISSEK-96 Workshop Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (1997)

Trappl, Robert ; Fürnkranz, Johannes ; Petrak, Johann ; Bercovitch, Jacob :
Machine Learning and Case-based Reasoning: Their Potential Role in Preventing the Outbreak of Wars or in Ending Them.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-10]

[Report], (1997)

Fürnkranz, Johannes :
More Efficient Windowing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 14th National Conference on Artificial Intelligence (AAAI-97) AAAI Press
[Konferenz- oder Workshop-Beitrag], (1997)

Fürnkranz, Johannes :
More Efficient Windowing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1997)

Fürnkranz, Johannes :
Noise-Tolerant Windowing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 15th International Joint Conference on Artificial Intelligence (IJCAI-97) Morgan Kaufmann
[Konferenz- oder Workshop-Beitrag], (1997)

Fürnkranz, Johannes :
Noise-Tolerant Windowing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1997)

Winkler, Franz-Günter ; Fürnkranz, Johannes
Morris, Robert (ed.) :

On Effort in AI Research: A Description Along Two Dimensions.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-25]
Deep Blue Versus Kasparov: The Significance for Artificial Intelligence: Papers from the 1997 AAAI Workshop AAAI Press
[Konferenz- oder Workshop-Beitrag], (1997)

Winkler, Franz-Günter ; Fürnkranz, Johannes :
On Effort in AI Research: A Description Along Two Dimensions.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-25]

[Report], (1997)

Fürnkranz, Johannes :
Pruning Algorithms for Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: Machine Learning, 27 (2) pp. 139-171.
[Artikel], (1997)

Pfahringer, Bernhard ; Fürnkranz, Johannes :
Summary of the Workshop on ILP for KDD.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/ilp_kdd/ilp-kdd-rep...]
In: ILP Newsletter, 4 (1)
[Artikel], (1997)

Trappl, Robert ; Fürnkranz, Johannes ; Petrak, Johann
Wahlster, W. (ed.) :

Digging for Peace: Using Machine Learning Methods for Assessing International Conflict Databases.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 12th European Conference on Artificial Intelligence (ECAI-96) John Wiley
[Konferenz- oder Workshop-Beitrag], (1996)

Fürnkranz, Johannes :
Digging for Peace: Using Machine Learning Methods for Assessing International Conflict Databases.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1996)

Fürnkranz, Johannes ; Petrak, Johann ; Trappl, Robert :
Knowledge Discovery in International Conflict Databases.

[Report], (1996)

Fürnkranz, Johannes :
Machine Learning in Computer Chess: The Next Generation.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-11]
In: International Computer Chess Association Journal, 19 (3) pp. 147-161.
[Artikel], (1996)

Fürnkranz, Johannes :
Machine Learning in Computer Chess: The Next Generation.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-11]

[Report], (1996)

Fürnkranz, Johannes :
Pruning Algorithms for Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1996)

Fürnkranz, Johannes :
Separate-and-Conquer Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-25]

[Report], (1996)

Pfahringer, Bernhard ; Fürnkranz, Johannes :
Summary of the Workshop on ILP for KDD.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/ilp_kdd/ilp-kdd-rep...]
In: MLnet News, 4 (2) p. 16.
[Artikel], (1996)

Fürnkranz, Johannes :
A Brief Introduction to Knowledge Discovery in Databases.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: ÖGAI--Journal, 14 (4) pp. 14-17.
[Artikel], (1995)

Fürnkranz, Johannes :
Efficient Pruning Methods for Relational Learning (Extended Thesis Abstract).
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: AI Communications, 8 (2) pp. 105-106.
[Artikel], (1995)

Fürnkranz, Johannes
Lavrav c, Nada ; Wrobel, Stefan (eds.) :

A Tight Integration of Pruning and Learning (Extended Abstract).
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 8th European Conference on Machine Learning (ECML-95) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (1995)

Fürnkranz, Johannes :
A Tight Integration of Pruning and Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+95-03]

[Report], (1995)

Fürnkranz, Johannes :
Bericht über The 11th International Conference on Machine Learning (ML-94).
In: ÖGAI--Journal, 13 (2) pp. 3-4.
[Artikel], (1994)

Fürnkranz, Johannes
Fayyad, Usama M. ; Uthurusamy, R. (eds.) :

A Comparison of Pruning Methods for Relational Concept Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-03]
Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop (KDD-94) AAAI Press
[Konferenz- oder Workshop-Beitrag], (1994)

Fürnkranz, Johannes :
A Comparison of Pruning Methods for Relational Concept Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-16]

[Report], (1994)

Fürnkranz, Johannes :
Efficient Pruning Methods for Relational Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-28]
TU Darmstadt
[Dissertation]

Fürnkranz, Johannes ; Widmer, Gerhard
Cohen, William W. ; Hirsh, H. (eds.) :

Incremental Reduced Error Pruning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 11th International Conference on Machine Learning (ML-94) Morgan Kaufmann
[Konferenz- oder Workshop-Beitrag], (1994)

Fürnkranz, Johannes ; Widmer, Gerhard :
Incremental Reduced Error Pruning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1994)

Fürnkranz, Johannes :
Inductive Logic Programming (A Short Introduction and a Thesis Abstract).
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
In: ÖGAI--Journal, 13 (3--4) pp. 3-8.
[Artikel], (1994)

Fürnkranz, Johannes ; Petrak, Johann ; Trappl, Robert ; Bercovitch, Jacob :
Machine Learning Methods for International Conflict Databases: A Case Study in Predicting Mediation Outcome.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-33]

[Report], (1994)

Trappl, Robert ; Petrak, Johann ; Fürnkranz, Johannes :
The Potential Contribution of AI to the Avoidance of Crises and Wars: Bibliography.

[Anderes], (1994)

Fürnkranz, Johannes ; Petrak, Johann ; Trappl, Robert :
The Potential Contribution of AI to the Avoidance of Crises and Wars: International Conflict Databases and Machine Learning.

[Anderes], (1994)

Petrak, Johann ; Trappl, Robert ; Fürnkranz, Johannes :
The Potential Contribution of AI to the Avoidance of Crises and Wars: Using CBR Methods with the KOSIMO Database of Conflicts.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-32]

[Report], (1994)

Fürnkranz, Johannes
Wrobel, Stefan (ed.) :

Pruning Methods for Rule Learning Algorithms.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-26]
Proceedings of the 4th International Workshop on Inductive Logic Programming (ILP-94)
[Konferenz- oder Workshop-Beitrag], (1994)

Fürnkranz, Johannes :
Pruning Methods for Rule Learning Algorithms.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-26]

[Report], (1994)

Fürnkranz, Johannes
Cohn, A. G. (ed.) :

Top-Down Pruning in Relational Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 11th European Conference on Artificial Intelligence (ECAI-94) John Wiley
[Konferenz- oder Workshop-Beitrag], (1994)

Fürnkranz, Johannes :
Top-Down Pruning in Relational Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1994)

Fürnkranz, Johannes
Bergadano, F. ; De Raedt, Luc (eds.) :

sc Fossil: A Robust Relational Learner.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of the 7th European Conference on Machine Learning (ECML-94) Springer-Verlag
[Konferenz- oder Workshop-Beitrag], (1994)

Fürnkranz, Johannes :
Application of Machine Learning Methods to the KOSIMO Database.

[Anderes], (1993)

Fürnkranz, Johannes :
Avoiding Noise Fitting in a sc Foil-like Learning Algorithm.
[Online-Edition: www.ofai.at/cgi-bin/tr-online?number+93-16]
Proceedings of the IJCAI-93 Workshop on Inductive Logic Programming
[Konferenz- oder Workshop-Beitrag], (1993)

Fürnkranz, Johannes :
Avoiding Noise Fitting in a sc Foil-like Learning Algorithm.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+93-16]

[Report], (1993)

Fürnkranz, Johannes :
Bericht über The 13th International Conference on Artificial Intelligence (IJCAI-93).
In: ÖGAI--Journal, 12 (1--2) pp. 10-12.
[Artikel], (1993)

Fürnkranz, Johannes :
A Numerical Analysis of the KRK Domain.

[Anderes], (1993)

Fürnkranz, Johannes :
The Role of Qualitative Knowledge in Machine Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+93-09]

[Report], (1993)

Fürnkranz, Johannes :
sc Fossil: A robust relational learner.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]

[Report], (1993)

Fürnkranz, Johannes :
Induktives Lernen durch Generieren von Decision Trees.
TU Darmstadt
[Masterarbeit], (1991)

Fürnkranz, Johannes :
Explanation-Based Learning in der Domäne Schach.

[Anderes], (1990)

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