Discriminative Clustering: Optimal Contingency Tables by Learning Metrics (English)
- New search for: Sinkkonen, Janne
- New search for: Kaski, Samuel
- New search for: Nikkilä, Janne
- New search for: Elomaa, Tapio
- New search for: Mannila, Heikki
- New search for: Toivonen, Hannu
- New search for: Sinkkonen, Janne
- New search for: Kaski, Samuel
- New search for: Nikkilä, Janne
In:
Machine Learning: ECML 2002
: 13th European Conference on Machine Learning Helsinki, Finland, August 19–23, 2002 Proceedings
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Chapter: 35
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418-430
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2002
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ISSN:
- Article/Chapter (Book) / Electronic Resource
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Title:Discriminative Clustering: Optimal Contingency Tables by Learning Metrics
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Contributors:Elomaa, Tapio ( editor ) / Mannila, Heikki ( editor ) / Toivonen, Hannu ( editor ) / Sinkkonen, Janne ( author ) / Kaski, Samuel ( author ) / Nikkilä, Janne ( author )
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Conference:European Conference on Machine Learning ; 2002 ; Helsinki, Finland
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Published in:Machine Learning: ECML 2002 : 13th European Conference on Machine Learning Helsinki, Finland, August 19–23, 2002 Proceedings ; Chapter: 35 ; 418-430Lecture Notes in Computer Science ; 2430 ; 418-430Lecture Notes in Artificial Intelligence ; 418-430
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Publisher:
- New search for: Springer Berlin Heidelberg
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Place of publication:Berlin, Heidelberg
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Publication date:2002-09-20
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Size:13 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Convergent Gradient Ascent in General-Sum GamesBanerjee, Bikramjit / Peng, Jing et al. | 2002
- 2
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Revising Engineering Models: Combining Computational Discovery with KnowledgeBay, Stephen D. / Shapiro, Daniel G. / Langley, Pat et al. | 2002
- 3
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Variational Extensions to EM and Multinomial PCABuntine, Wray et al. | 2002
- 4
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Learning and Inference for Clause IdentificationCarreras, Xavier / Màrquez, Lluís / Punyakanok, Vasin / Roth, Dan et al. | 2002
- 5
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An Empirical Study of Encoding Schemes and Search Strategies in Discovering Causal NetworksDai, Honghua / Li, Gang / Tu, Yiqing et al. | 2002
- 6
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Variance Optimized BaggingDerbeko, Philip / El-Yaniv, Ran / Meir, Ron et al. | 2002
- 7
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How to Make AdaBoost.M1 Work for Weak Base Classifiers by Changing Only One Line of the CodeEibl, Günther / Pfeiffer, Karl Peter et al. | 2002
- 8
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Sparse Online Greedy Support Vector RegressionEngel, Yaakov / Mannor, Shie / Meir, Ron et al. | 2002
- 9
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Pairwise Classification as an Ensemble TechniqueFürnkranz, Johannes et al. | 2002
- 10
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RIONA: A Classifier Combining Rule Induction and k-NN Method with Automated Selection of Optimal NeighbourhoodGóra, Grzegorz / Wojna, Arkadiusz et al. | 2002
- 11
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Using Hard Classifiers to Estimate Conditional Class ProbabilitiesHalck, Ole Martin et al. | 2002
- 12
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Evidence that Incremental Delta-Bar-Delta Is an Attribute-Efficient Linear LearnerHarris, Harlan D. et al. | 2002
- 13
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Scaling Boosting by Margin-Based Inclusion of Features and RelationsHoche, Susanne / Wrobel, Stefan et al. | 2002
- 14
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Multiclass Alternating Decision TreesHolmes, Geoffrey / Pfahringer, Bernhard / Kirkby, Richard / Frank, Eibe / Hall, Mark et al. | 2002
- 15
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Possibilistic Induction in Decision-Tree LearningHüllermeier, Eyke et al. | 2002
- 16
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Improved Smoothing for Probabilistic Suffix Trees Seen as Variable Order Markov ChainsKermorvant, Christopher / Dupont, Pierre et al. | 2002
- 17
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Collaborative Learning of Term-Based Concepts for Automatic Query ExpansionKlink, Stefan / Hust, Armin / Junker, Markus / Dengel, Andreas et al. | 2002
- 18
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Learning to Play a Highly Complex Game from Human Expert GamesKr°akenes, Tony / Halck, Ole Martin et al. | 2002
- 19
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Reliable Classifications with Machine LearningKukar, Matjaž / Kononenko, Igor et al. | 2002
- 20
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Robustness Analyses of Instance-Based Collaborative RecommendationKushmerick, Nicholas et al. | 2002
- 21
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iBoost: Boosting Using an instance-Based Exponential Weighting SchemeKwek, Stephen / Nguyen, Chau et al. | 2002
- 22
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Towards a Simple Clustering Criterion Based on Minimum Length EncodingLudl, Marcus-Christopher / Widmer, Gerhard et al. | 2002
- 23
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Class Probability Estimation and Cost-Sensitive Classification DecisionsMargineantu, Dragos D. et al. | 2002
- 24
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On-Line Support Vector Machine RegressionMartin, Mario et al. | 2002
- 25
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Q-Cut—Dynamic Discovery of Sub-goals in Reinforcement LearningMenache, Ishai / Mannor, Shie / Shimkin, Nahum et al. | 2002
- 26
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A Multistrategy Approach to the Classification of Phases in Business CyclesMorik, Katharina / Rüping, Stefan et al. | 2002
- 27
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A Robust Boosting AlgorithmNock, Richard / Lefaucheur, Patrice et al. | 2002
- 28
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Case Exchange Strategies in Multiagent LearningOntanón, Santiago / Plaza, Enric et al. | 2002
- 29
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Inductive Confidence Machines for RegressionPapadopoulos, Harris / Proedrou, Kostas / Vovk, Volodya / Gammerman, Alex et al. | 2002
- 30
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Macro-Operators in Multirelational Learning: A Search-Space Reduction TechniqueCastillo, Lourdes Pena / Wrobel, Stefan et al. | 2002
- 31
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Propagation of Q-values in Tabular TD(λ)Preux, Philippe et al. | 2002
- 32
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Transductive Confidence Machines for Pattern RecognitionProedrou, Kostas / Nouretdinov, Ilia / Vovk, Volodya / Gammerman, Alex et al. | 2002
- 33
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Characterizing Markov Decision ProcessesRatitch, Bohdana / Precup, Doina et al. | 2002
- 34
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Phase Transitions and Stochastic Local Search in k-Term DNF LearningRückert, Ulrich / Kramer, Stefan / De Raedt, Luc et al. | 2002
- 35
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Discriminative Clustering: Optimal Contingency Tables by Learning MetricsSinkkonen, Janne / Kaski, Samuel / Nikkilä, Janne et al. | 2002
- 36
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Boosting Density Function EstimatorsThollard, Franck / Sebban, Marc / Ezequel, Philippe et al. | 2002
- 37
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Ranking with Predictive Clustering TreesTodorovski, Ljupco / Blockeel, Hendrik / Dzeroski, Saso et al. | 2002
- 38
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Support Vector Machines for Polycategorical ClassificationTsochantaridis, Ioannis / Hofmann, Thomas et al. | 2002
- 39
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Learning Classification with Both Labeled and Unlabeled DataVittaut, Jean-Noël / Amini, Massih-Reza / Gallinari, Patrick et al. | 2002
- 40
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An Information Geometric Perspective on Active LearningYeang, Chen-Hsiang et al. | 2002
- 41
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Stacking with an Extended Set of Meta-level Attributes and MLRZenko, Bernard / Dzeroski, Saso et al. | 2002
- 42
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Finding Hidden Factors Using Independent Component AnalysisOja, Erkki et al. | 2002
- 43
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Reasoning with ClassifiersRoth, Dan et al. | 2002
- 44
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A Kernel Approach for Learning from almost Orthogonal PatternsSchölkopf, Bernhard / Weston, Jason / Eskin, Eleazar / Leslie, Christina / Noble, William Stafford et al. | 2002
- 45
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Learning with Mixture Models: Concepts and ApplicationsSmyth, Padhraic et al. | 2002