Table of Contents

• Introspective Learning to Build Case-Based Reasoning (CBR) Knowledge ContainersSusan Craw. 1-6 [doi]
• Graph-Based Tools for Data Mining and Machine LearningHorst Bunke. 7-19 [doi]
• Simplification Methods for Model Trees with Regression and Splitting NodesMichelangelo Ceci, Annalisa Appice, Donato Malerba. 20-34 [doi]
• Learning Multi-label Alternating Decision Trees from Texts and DataFrancesco De Comité, Rémi Gilleron, Marc Tommasi. 35-49 [doi]
• Khiops: A Discretization Method of Continuous Attributes with Guaranteed Resistance to NoiseMarc Boullé. 50-64 [doi]
• On the Size of a Classification TreeAngela Scaringella. 65-72 [doi]
• A Comparative Analysis of Clustering Algorithms Applied to Load ProfilingFátima Rodrigues, F. Jorge F. Duarte, Vera Figueiredo, Zita A. Vale, Manuel Cordeiro. 73-85 [doi]
• Similarity-Based Clustering of Sequences Using Hidden Markov ModelsManuele Bicego, Vittorio Murino, Mário A. T. Figueiredo. 86-95 [doi]
• A Fast Parallel Optimization for Training Support Vector MachineJian-xiong Dong, Adam Krzyzak, Ching Y. Suen. 96-105 [doi]
• A ROC-Based Reject Rule for Support Vector MachinesFrancesco Tortorella. 106-120 [doi]
• Remembering Similitude Terms in CBREva Armengol, Enric Plaza. 121-130 [doi]
• Authoring Cases from Free-Text Maintenance DataChunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski. 131-140 [doi]
• Classification Boundary Approximation by Using Combination of Training Steps for Real-Time Image SegmentationJohel Mitéran, Sebastien Bouillant, El-Bay Bourennane. 141-155 [doi]
• Simple Mimetic ClassifiersVicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana. 156-171 [doi]
• Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image ClassificationNizar Bouguila, Djemel Ziou, Jean Vaillancourt. 172-181 [doi]
• Estimating a Quality of Decision Function by Empirical RiskVictor Mikhailovich Nedel ko. 182-187 [doi]
• Efficient Locally Linear Embeddings of Imperfect ManifoldsAbdenour Hadid, Matti Pietikäinen. 188-201 [doi]
• Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image RetrievalGiorgio Giacinto, Fabio Roli. 202-214 [doi]
• A Rule-Based Scheme for Filtering Examples from Majority Class in an Imbalanced Training SetJamshid Dehmeshki, Mustafa Karaköy, Manlio Valdivieso Casique. 215-223 [doi]
• Coevolutionary Feature Learning for Object RecognitionKrzysztof Krawiec, Bir Bhanu. 224-238 [doi]
• Generalization of Pattern-Growth Methods for Sequential Pattern Mining with Gap ConstraintsCláudia Antunes, Arlindo L. Oliveira. 239-251 [doi]
• Discover Motifs in Multi-dimensional Time-Series Using the Principal Component Analysis and the MDL PrincipleYoshiki Tanaka, Kuniaki Uehara. 252-265 [doi]
• Optimizing Financial Portfolios from the Perspective of Mining Temporal Structures of Stock ReturnsKai Chun Chiu, Lei Xu. 266-275 [doi]
• Visualizing Sequences of Texts Using Collocational NetworksCamilla Magnusson, Hannu Vanharanta. 276-283 [doi]
• Complexity Analysis of Depth First and FP-Growth Implementations of APRIORIWalter A. Kosters, Wim Pijls, Viara Popova. 284-292 [doi]
• GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive RepetitionsMarion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard. 293-306 [doi]
• Using Test Plans for Bayesian ModelingRainer Deventer, Joachim Denzler, Heinrich Niemann, Oliver Kreis. 307-316 [doi]
• Using Bayesian Networks to Analyze Medical DataIn-Cheol Kim, Yong-Gyu Jung. 317-327 [doi]
• A Belief Networks-Based Generative Model for Structured Documents. An Application to the XML CategorizationLudovic Denoyer, Patrick Gallinari. 328-342 [doi]
• Neural Self-Organization Using GraphsArpad Barsi. 343-352 [doi]
• Integrating Fuzziness with OLAP Association Rules MiningMehmet Kaya, Reda Alhajj. 353-368 [doi]
• Discovering Association Patterns Based on Mutual InformationBon K. Sy. 369-378 [doi]
• Connectionist Probability Estimators in HMM Arabic Speech Recognition Using Fuzzy LogicLilia Lazli, Mokhtar Sellami. 379-388 [doi]
• Shape Recovery from an Unorganized Image SequenceKazuhiko Kawamoto, Atsushi Imiya, Kaoru Hirota. 389-399 [doi]
• A Learning Autonomous Driver System on the Basis of Image Classification and Evolutional LearningKlaus-Dieter Kuhnert, Michael Krödel. 400-412 [doi]
• Detecting the Boundary Curve of Planar Random Point SetAtsushi Imiya, Ken Tatara, Hisashi Ootani, Václav Hlavác. 413-424 [doi]
• A Machine Learning Model for Information Retrieval with Structured DocumentsBenjamin Piwowarski, Patrick Gallinari. 425-438 [doi]