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Bernhard Pfahringer

Papers on DiSC'04


The Weka Solution to the 2004 KDD Cup

Publications


Note: Links lead to the DBLP on the Web.

Bernhard Pfahringer

Peter Reutemann , Bernhard Pfahringer, Eibe Frank : A Toolbox for Learning from Relational Data with Propositional and Multi-instance Learners. Australian Conference on Artificial Intelligence 2004 : 1017-1023

Mi Li , Geoffrey Holmes , Bernhard Pfahringer: Clustering Large Datasets Using Cobweb and K-Means in Tandem. Australian Conference on Artificial Intelligence 2004 : 368-379

Ashraf M. Kibriya , Eibe Frank , Bernhard Pfahringer, Geoffrey Holmes : Multinomial Naive Bayes for Text Categorization Revisited. Australian Conference on Artificial Intelligence 2004 : 488-499

Hendrik Blockeel , Saso Dzeroski , Boris Kompare , Stefan Kramer , Bernhard Pfahringer, Wim Van Laer : Experiments In Predicting Biodegradability. Applied Artificial Intelligence 18 (2): 157-181 (2004)

Nils Weidmann , Eibe Frank , Bernhard Pfahringer: A Two-Level Learning Method for Generalized Multi-instance Problems. ECML 2003 : 468-479

Maximilien Sauban , Bernhard Pfahringer: Text Categorisation Using Document Profiling. PKDD 2003 : 411-422

Eibe Frank , Mark Hall , Bernhard Pfahringer: Locally Weighted Naive Bayes. UAI 2003 : 249-256

Geoffrey Holmes , Bernhard Pfahringer, Richard Kirkby , Eibe Frank , Mark Hall : Multiclass Alternating Decision Trees. ECML 2002 : 161-172

Roger Clayton , John G. Cleary , Bernhard Pfahringer, Mark Utting : Tabling Structures for Bottom-Up Logic Programming. LOPSTR 2002 : 50-51

Bernhard Pfahringer, Geoffrey Holmes , Gabi Schmidberger : Wrapping Boosters against Noise. Australian Joint Conference on Artificial Intelligence 2001 : 402-413

Bernhard Pfahringer, Geoffrey Holmes , Richard Kirkby : Optimizing the Induction of Alternating Decision Trees. PAKDD 2001 : 477-487

Stefan Kramer , Gerhard Widmer , Bernhard Pfahringer, Michael de Groeve : Prediction of Ordinal Classes Using Regression Trees. Fundam. Inform. 47 (1-2): 1-13 (2001)

Johannes Fürnkranz , Bernhard Pfahringer, Hermann Kaindl , Stefan Kramer : Learning to Use Operational Advice. ECAI 2000 : 291-295

Bernhard Pfahringer, Hilan Bensusan , Christophe G. Giraud-Carrier : Meta-Learning by Landmarking Various Learning Algorithms. ICML 2000 : 743-750

Stefan Kramer , Gerhard Widmer , Bernhard Pfahringer, Michael de Groeve : Prediction of Ordinal Classes Using Regression Trees. ISMIS 2000 : 426-434

Bernhard Pfahringer: Winning the KDD99 Classification Cup: Bagged Boosting. SIGKDD Explorations 1 (2): 65-66 (2000)

Saso Dzeroski , Hendrik Blockeel , Boris Kompare , Stefan Kramer , Bernhard Pfahringer, Wim Van Laer : Experiments in Predicting Biodegradability. ILP 1999 : 80-91

Stefan Kramer , Bernhard Pfahringer, Christopher Helma : Stochastic Propositionalization of Non-determinate Background Knowledge. ILP 1998 : 80-94

Johannes Fürnkranz , Bernhard Pfahringer: Guest Editorial: First-Order Knowledge Discovery in Databases. Applied Artificial Intelligence 12 (5): 345-361 (1998)

Bernhard Pfahringer: Compression-Based Pruning of Decision Lists. ECML 1997 : 199-212

Stefan Kramer , Bernhard Pfahringer, Christoph Helma : Mining for Causes of Cancer: Machine Learning Experiments at Various Levels of Detail. KDD 1997 : 223-226

Stefan Kramer , Bernhard Pfahringer: Efficient Search for Strong Partial Determinations. KDD 1996 : 371-374

Bernhard Pfahringer: A New MDL Measure for Robust Rule Induction (Extended Abstract). ECML 1995 : 331-334

Bernhard Pfahringer: Compression-Based Discretization of Continuous Attributes. ICML 1995 : 456-463

Bernhard Pfahringer, Stefan Kramer : Compression-Based Evaluation of Partial Determinations. KDD 1995 : 234-239

Bernhard Pfahringer: Controlling Constructive Induction in CIPF: An MDL Approach. ECML 1994 : 242-256

Bernhard Pfahringer: Robust Constructive Induction. KI 1994 : 118-129

Bernhard Pfahringer: The Logical Way to Build a DL-based KR System. Description Logics 1992 : 76-77

Ernst Buchberger , Elizabeth Garner , Wolfgang Heinz , Johannes Matiasek , Bernhard Pfahringer: VIE-DU: Dialogue by Unification. ÖGAI 1991 : 42-51

Bernhard Pfahringer: Extending Explanation-Based Generalization. ÖGAI 1989 : 149-153

Bernhard Pfahringer, M. Hoberstorfer , Robert Trappl : A decision support system for village health workers in developing countries. Applied Artificial Intelligence 2 (1): 47-63 (1988)

Bernhard Pfahringer, Christian Holzbaur : VIE-KET: Frames + Prolog. ÖGAI 1985 : 132-139

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