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9th DS 2006: Barcelona, Spain
- Ljupco Todorovski, Nada Lavrac, Klaus P. Jantke:
Discovery Science, 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, Proceedings. Lecture Notes in Computer Science 4265, Springer 2006, ISBN 3-540-46491-3
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
Kalman Filters and Adaptive Windows for Learning in Data Streams. 29-40 - Catherine Blake
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
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
On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets. 125-136 - Takashi Katoh, Kouichi Hirata
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
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
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
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
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
Learning Bayesian Network Equivalence Classes from Incomplete Data. 291-295 - Laurent Brisson:
Interesting Patterns Extraction Using Prior Knowledge. 296-300 - Alípio Mário Jorge
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
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
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
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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