9. DS 2006: Barcelona, Spain

Invited Papers

• Carole A. Goble, Óscar Corcho, Pinar Alper, David De Roure:
  e-Science and the Semantic Web: A Symbiotic Relationship. 1-12
  
• Padhraic Smyth:
  Data-Driven Discovery Using Probabilistic Hidden Variable Models. 13
  
• Andrew Y. Ng:
  Reinforcement Learning and Apprenticeship Learning for Robotic Control. 14
  
• Gunnar Rätsch:
  The Solution of Semi-Infinite Linear Programs Using Boosting-Like Methods. 15
  
• Hans-Ulrich Simon:
  Spectral Norm in Learning Theory: Some Selected Topics. 16
  

Long Papers

• Jae-Seong Ahn, Yang-Won Lee, Key-Ho Park:
  Classification of Changing Regions Based on Temporal Context in Local Spatial Association. 17-28
  
• Albert Bifet, Ricard Gavaldà:
  Kalman Filters and Adaptive Windows for Learning in Data Streams. 29-40
  
• Catherine Blake, Meredith Rendall:
  Scientific Discovery: A View from the Trenches. 41-52
  
• Marc Boullé, Carine Hue:
  Optimal Bayesian 2D-Discretization for Variable Ranking in Regression. 53-64
  
• Krzysztof Ciesielski, Mieczyslaw A. Klopotek:
  Text Data Clustering by Contextual Graphs. 65-76
  
• Armando Manuel Fernandes, Susana Nascimento:
  Automatic Water Eddy Detection in SST Maps Using Random Ellipse Fitting and Vectorial Fields for Image Segmentation. 77-88
  
• Pedro Gabriel Ferreira, Paulo J. Azevedo, Cândida G. Silva, Rui M. M. Brito:
  Mining Approximate Motifs in Time Series. 89-101
  
• Yaakov HaCohen-Kerner, Hananya Beck, Elchai Yehudai, Dror Mughaz:
  Identifying Historical Period and Ethnic Origin of Documents Using Stylistic Feature Sets. 102-113
  
• Yasuto Higa, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda:
  A New Family of String Classifiers Based on Local Relatedness. 114-124
  
• Ata Kabán, Jianyong Sun, Somak Raychaudhury, Louisa Nolan:
  On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets. 125-136
  
• Takashi Katoh, Kouichi Hirata, Masateru Harao:
  Mining Sectorial Episodes from Event Sequences. 137-148
  
• Heidi Koivistoinen, Minna Ruuska, Tapio Elomaa:
  A Voronoi Diagram Approach to Autonomous Clustering. 149-160
  
• Taneli Mielikäinen, Pance Panov, Saso Dzeroski:
  Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations. 161-172
  
• Yukihiro Nakamura, Shin Ando, Kenji Aoki, Hiroyuki Mano, Einoshin Suzuki:
  Strategy Diagram for Identifying Play Strategies in Multi-view Soccer Video Data. 173-184
  
• Thanh Phuong Nguyen, Tu Bao Ho:
  Prediction of Domain-Domain Interactions Using Inductive Logic Programming from Multiple Genome Databases. 185-196
  
• Jan Poland, Thomas Zeugmann:
  Clustering Pairwise Distances with Missing Data: Maximum Cuts Versus Normalized Cuts. 197-208
  
• Antti Rasinen, Jaakko Hollmén, Heikki Mannila:
  Analysis of Linux Evolution Using Aligned Source Code Segments. 209-218
  
• Rita P. Ribeiro, Luís Torgo:
  Rule-Based Prediction of Rare Extreme Values. 219-230
  
• Jean Sallantin, Christopher Dartnell, Mohammad Afshar:
  A Pragmatic Logic of Scientific Discovery. 231-242
  
• Milton Severo, João Gama:
  Change Detection with Kalman Filter and CUSUM. 243-254
  
• Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta:
  Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification. 255-266
  
• György Szarvas, Richárd Farkas, András Kocsor:
  A Multilingual Named Entity Recognition System Using Boosting and C4.5 Decision Tree Learning Algorithms. 267-278
  
• Xin Wang, Ata Kabán:
  Model-Based Estimation of Word Saliency in Text. 279-290
  

Regular Papers

• Hanen Borchani, Nahla Ben Amor, Khaled Mellouli:
  Learning Bayesian Network Equivalence Classes from Incomplete Data. 291-295
  
• Laurent Brisson:
  Interesting Patterns Extraction Using Prior Knowledge. 296-300
  
• Alípio Mário Jorge, Fernando Pereira, Paulo J. Azevedo:
  Visual Interactive Subgroup Discovery with Numerical Properties of Interest. 301-305
  
• Lobna Karoui, Nacéra Bennacer, Marie-Aude Aufaure:
  Contextual Ontological Concepts Extraction. 306-310
  
• Fabio B. Losa, Pau Origoni, Gilbert Ritschard:
  Experiences from a Socio-economic Application of Induction Trees. 311-315
  
• Ricardo Martínez, Nicolas Pasquier, Claude Pasquier, Lucero Lopez-Perez:
  Interpreting Microarray Experiments Via Co-expressed Gene Groups Analysis (CGGA). 316-320
  
• Shin-ichi Minato:
  Symmetric Item Set Mining Based on Zero-Suppressed BDDs. 321-326
  
• Mizuho Mishima, Makoto Kikuchi:
  Mathematical Models of Category-Based Induction. 327-331
  
• Makoto Miwa, Daisaku Yokoyama, Takashi Chikayama:
  Automatic Construction of Static Evaluation Functions for Computer Game Players. 332-336
  
• Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez, Jesús S. Aguilar-Ruiz:
  Databases Reduction Simultaneously by Ordered Projection. 337-341
  
• Mihaela Oprea:
  Mapping Ontologies in an Air Pollution Monitoring and Control Agent-Based System. 342-346
  
• Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza:
  Information Theory and Classification Error in Probabilistic Classifiers. 347-351
  
• Joseph Phillips, Ronald Edwards, Raghuveer Kumarakrishnan:
  Checking Scientific Assumptions by Modeling. 352-357
  
• Gonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno:
  Incremental Algorithm Driven by Error Margins. 358-362
  
• Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut:
  Feature Construction and delta-Free Sets in 0/1 Samples. 363-367
  
• Roberto Therón:
  Visual Knowledge Discovery in Paleoclimatology with Parallel Coordinates. 368-372
  
• Hye-Sung Yoon, Sang-Ho Lee, Sung-Bum Cho, Ju Han Kim:
  A Novel Framework for Discovering Robust Cluster Results. 373-377
  
• Lijuan Zhang, Zhoujun Li:
  Gene Selection for Classifying Microarray Data Using Grey Relation Analysis. 378-382
  

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