Table of Contents

• e-Science and the Semantic Web: A Symbiotic RelationshipCarole A. Goble, Óscar Corcho, Pinar Alper, David De Roure. 1-12 [doi]
• Data-Driven Discovery Using Probabilistic Hidden Variable ModelsPadhraic Smyth. 13 [doi]
• Reinforcement Learning and Apprenticeship Learning for Robotic ControlAndrew Y. Ng. 14 [doi]
• The Solution of Semi-Infinite Linear Programs Using Boosting-Like MethodsGunnar Rätsch. 15 [doi]
• Spectral Norm in Learning Theory: Some Selected TopicsHans-Ulrich Simon. 16 [doi]
• Classification of Changing Regions Based on Temporal Context in Local Spatial AssociationJae-Seong Ahn, Yang-Won Lee, Key-Ho Park. 17-28 [doi]
• Kalman Filters and Adaptive Windows for Learning in Data StreamsAlbert Bifet, Ricard Gavaldà. 29-40 [doi]
• Scientific Discovery: A View from the TrenchesCatherine Blake, Meredith Rendall. 41-52 [doi]
• Optimal Bayesian 2D-Discretization for Variable Ranking in RegressionMarc Boullé, Carine Hue. 53-64 [doi]
• Text Data Clustering by Contextual GraphsKrzysztof Ciesielski, Mieczyslaw A. Klopotek. 65-76 [doi]
• Automatic Water Eddy Detection in SST Maps Using Random Ellipse Fitting and Vectorial Fields for Image SegmentationArmando M. Fernandes, Susana Nascimento. 77-88 [doi]
• Mining Approximate Motifs in Time SeriesPedro Gabriel Ferreira, Paulo J. Azevedo, Cândida G. Silva, Rui M. M. Brito. 89-101 [doi]
• Identifying Historical Period and Ethnic Origin of Documents Using Stylistic Feature SetsYaakov HaCohen-Kerner, Hananya Beck, Elchai Yehudai, Dror Mughaz. 102-113 [doi]
• A New Family of String Classifiers Based on Local RelatednessYasuto Higa, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda. 114-124 [doi]
• On Class Visualisation for High Dimensional Data: Exploring Scientific Data SetsAta Kabán, Jianyong Sun, Somak Raychaudhury, Louisa Nolan. 125-136 [doi]
• Mining Sectorial Episodes from Event SequencesTakashi Katoh, Kouichi Hirata, Masateru Harao. 137-148 [doi]
• A Voronoi Diagram Approach to Autonomous ClusteringHeidi Koivistoinen, Minna Ruuska, Tapio Elomaa. 149-160 [doi]
• Itemset Support Queries Using Frequent Itemsets and Their Condensed RepresentationsTaneli Mielikäinen, Pance Panov, Saso Dzeroski. 161-172 [doi]
• Strategy Diagram for Identifying Play Strategies in Multi-view Soccer Video DataYukihiro Nakamura, Shin Ando, Kenji Aoki, Hiroyuki Mano, Einoshin Suzuki. 173-184 [doi]
• Prediction of Domain-Domain Interactions Using Inductive Logic Programming from Multiple Genome DatabasesThanh Phuong Nguyen, Tu Bao Ho. 185-196 [doi]
• Clustering Pairwise Distances with Missing Data: Maximum Cuts Versus Normalized CutsJan Poland, Thomas Zeugmann. 197-208 [doi]
• Analysis of Linux Evolution Using Aligned Source Code SegmentsAntti Rasinen, Jaakko Hollmén, Heikki Mannila. 209-218 [doi]
• Rule-Based Prediction of Rare Extreme ValuesRita Ribeiro, Luís Torgo. 219-230 [doi]
• A Pragmatic Logic of Scientific DiscoveryJean Sallantin, Christopher Dartnell, Mohammad Afshar. 231-242 [doi]
• Change Detection with Kalman Filter and CUSUMMilton Severo, João Gama. 243-254 [doi]
• Automatic Recognition of Landforms on Mars Using Terrain Segmentation and ClassificationTomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta. 255-266 [doi]
• A Multilingual Named Entity Recognition System Using Boosting and C4.5 Decision Tree Learning AlgorithmsGyörgy Szarvas, Richárd Farkas, András Kocsor. 267-278 [doi]
• Model-Based Estimation of Word Saliency in TextXin Wang, Ata Kabán. 279-290 [doi]
• Learning Bayesian Network Equivalence Classes from Incomplete DataHanen Borchani, Nahla Ben Amor, Khaled Mellouli. 291-295 [doi]
• Interesting Patterns Extraction Using Prior KnowledgeLaurent Brisson. 296-300 [doi]
• Visual Interactive Subgroup Discovery with Numerical Properties of InterestAlípio Mário Jorge, Fernando Pereira, Paulo J. Azevedo. 301-305 [doi]
• Contextual Ontological Concepts ExtractionLobna Karoui, Nacéra Bennacer, Marie-Aude Aufaure. 306-310 [doi]
• Experiences from a Socio-economic Application of Induction TreesFabio B. Losa, Pau Origoni, Gilbert Ritschard. 311-315 [doi]
• Interpreting Microarray Experiments Via Co-expressed Gene Groups Analysis (CGGA)Ricardo Martínez, Nicolas Pasquier, Claude Pasquier, Lucero Lopez-Perez. 316-320 [doi]
• Symmetric Item Set Mining Based on Zero-Suppressed BDDsShin-ichi Minato. 321-326 [doi]
• Mathematical Models of Category-Based InductionMizuho Mishima, Makoto Kikuchi. 327-331 [doi]
• Automatic Construction of Static Evaluation Functions for Computer Game PlayersMakoto Miwa, Daisaku Yokoyama, Takashi Chikayama. 332-336 [doi]
• Databases Reduction Simultaneously by Ordered ProjectionIsabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez, Jesús S. Aguilar-Ruiz. 337-341 [doi]
• Mapping Ontologies in an Air Pollution Monitoring and Control Agent-Based SystemMihaela Oprea. 342-346 [doi]
• Information Theory and Classification Error in Probabilistic ClassifiersAritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza. 347-351 [doi]
• Checking Scientific Assumptions by ModelingJoseph Phillips, Ronald Edwards, Raghuveer Kumarakrishnan. 352-357 [doi]
• Incremental Algorithm Driven by Error MarginsGonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno. 358-362 [doi]
• Feature Construction and ::::delta::::-Free Sets in 0/1 SamplesNazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut. 363-367 [doi]
• Visual Knowledge Discovery in Paleoclimatology with Parallel CoordinatesRoberto Therón. 368-372 [doi]
• A Novel Framework for Discovering Robust Cluster ResultsHye-Sung Yoon, Sang Ho Lee, Sung-Bum Cho, Ju Han Kim. 373-377 [doi]
• Gene Selection for Classifying Microarray Data Using Grey Relation AnalysisLijuan Zhang, Zhoujun Li. 378-382 [doi]