| Invited Papers |
| Random Matrices in Data Analysis / Dmitris Achlioptas |
| Data Privacy / Rakesh Agrawal |
| Breaking Through the Syntax Barrier: Searching with Entities and Relations / Soumen Chakrabarti |
| Real-World Learning with Markov Logic Networks / Pedro Domingos |
| Strength in Diversity: The Advance of Data Analysis / David J. Hand |
| Contributed Papers |
| Mining Positive and Negative Association Rules: An Approach for Confined Rules / Maria-Luiza Antonie ; Osmar R. Zaïane |
| An Experiment on Knowledge Discovery in Chemical Databases / Sandra Berasaluce ; Claude Laurenço ; Amedeo Napoli ; Gilles Niel |
| Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering / Christian Borgelt ; Rudolf Kruse |
| Combining Multiple Clustering Systems / Constantinos Boulis ; Mari Ostendorf |
| Reducing Data Stream Sliding Windows by Cyclic Tree-Like Histograms / Francesco Buccafurri ; Gianluca Lax |
| A Framework for Data Mining Pattern Management / Barbara Catania ; Anna Maddalena ; Maurizio Mazza ; Elisa Bertino ; Stefano Rizzi |
| Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach / Michelangelo Ceci ; Annalisa Appice ; Donato Malerba |
| AutoPart: Parameter-Free Graph Partitioning and Outlier Detection / Deepayan Chakrabarti |
| Properties and Benefits of Calibrated Classifiers / Ira Cohen ; Moises Goldszmidt |
| A Tree-Based Approach to Clustering XML Documents by Structure / Gianni Costa ; Giuseppe Manco ; Riccardo Ortale ; Andrea Tagarelli |
| Discovery of Regulatory Connections in Microarray Data / Michael Egmont-Petersen ; Wim de Jonge ; Arno Siebes |
| Learning from Little: Comparison of Classifiers Given Little Training / George Forman |
| Geometric and Combinatorial Tiles in 0-1 Data / Aristides Gionis ; Heikki Mannila ; Jouni K. Seppänen |
| Document Classification Through Interactive Supervision of Document and Term Labels / Shantanu Godbole ; Abhay Harpale ; Sunita Sarawagi |
| Classifying Protein Fingerprints / Melanie Hilario ; Alex Mitchell ; Jee-Hyub Kim ; Paul Bradley ; Terri Attwood |
| Finding Interesting Pass Patterns from Soccer Game Records / Shoji Hirano ; Shusaku Tsumoto |
| Discovering Unexpected Information for Technology Watch / François Jacquenet ; Christine Largeron |
| Scalable Density-Based Distributed Clustering / Eshref Januzaj ; Hans-Peter Kriegel ; Martin Pfeifle |
| Summarization of Dynamic Content in Web Collections / Adam Jatowt ; Mitsuru Ishizuka |
| Mining Thick Skylines over Large Databases / Wen Jin ; Jiawei Han ; Martin Ester |
| Ensemble Feature Ranking / Kees Jong ; Jérémie Mary ; Antoine Cornuéjols ; Elena Marchiori ; Michèle Sebag |
| Privately Computing a Distributed k-nn Classifier / Murat Kantarcio&gcaron;lu ; Chris Clifton |
| Incremental Nonlinear PCA for Classification / Byung Joo Kim ; Il Kon Kim |
| A Spectroscopy of Texts for Effective Clustering / Wenyuan Li ; Wee-Keong Ng ; Kok-Leong Ong ; Ee-Peng Lim |
| Constraint-Based Mining of Episode Rules and Optimal Window Sizes / Nicolas Méger ; Christophe Rigotti |
| Analysing Customer Churn in Insurance Data - A Case Study / Katharina Morik ; Lianna Köpeke |
| Nomograms for Visualization of Naive Bayesian Classifier / Martin Možina ; Janez Demšar ; Michael Kattan ; Blaž Zupan |
| Using a Hash-Based Method for Apriori-Based Graph Mining / Phu Chien Nguyen ; Takashi Washio ; Kouzou Ohara ; Hiroshi Motoda |
| Evaluation of Rule Interestingness Measures with a Clinical Dataset on Hepatitis / Miho Ohsaki ; Shinya Kitaguchi ; Kazuya Okamoto ; Hideto Yokoi ; Takahira Yamaguchi |
| Classification in Geographical Information Systems / Salvatore Rinzivillo ; Franco Turini |
| Digging into Acceptor Splice Site Prediction: An Iterative Feature Selection Approach / Yvan Saeys ; Sven Degroeve ; Yves Van de Peer |
| Itemset Classified Clustering / Jun Sese ; Shinichi Morishita |
| Combining Winnow and Orthogonal Sparse Bigrams for Incremental Spam Filtering / Christian Siefkes ; Fidelis Assis ; Shalendra Chhabra ; William S. Yerazunis |
| Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining / Adriano Veloso ; Wagner Meira Jr. ; Renato Ferreira ; Dorgival Guedes Neto ; Srinivasan Parthasarathy |
| A Quantification of Cluster Novelty with an Application to Martian Topography / Ricardo Vilalta ; Tom Stepinski ; Muralikrishna Achari ; Francisco Ocegueda-Hernandez |
| Density-Based Spatial Clustering in the Presence of Obstacles and Facilitators / Xin Wang ; Camilo Rostoker ; Howard J. Hamilton |
| Text Mining for Finding Functional Community of Related Genes Using TCM Knowledge / Zhaohui Wu ; Xuezhong Zhou ; Baoyan Liu ; Junli Chen |
| Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources / Ying Yang ; Xindong Wu ; Xingquan Zhu |
| A New Scheme on Privacy Preserving Association Rule Mining / Nan Zhang ; Shengquan Wang ; Wei Zhao |
| Posters |
| A Unified and Flexible Framework for Comparing Simple and Complex Patterns / Ilaria Bartolini ; Paolo Ciaccia ; Irene Ntoutsi ; Marco Patella ; Yannis Theodoridis |
| Constructing (Almost) Phylogenetic Trees from Developmental Sequences Data / Ronnie Bathoorn |
| Learning from Multi-source Data / Élisa Fromont ; Marie-Odile Cordier ; René Quiniou |
| The Anatomy of SnakeT: A Hierarchical Clustering Engine for Web-Page Snippets / Paolo Ferragina ; Antonio Gullì |
| COCOA: Compressed Continuity Analysis for Temporal Databases / Kuo-Yu Huang ; Chia-Hui Chang ; Kuo-Zui Lin |
| Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method / Fabian Mörchen ; Alfred Ultsch ; Olaf Hoos |
| A Tolerance Rough Set Approach to Clustering Web Search Results / Chi Lang Ngo ; Hung Son Nguyen |
| Improving the Performance of the RISE Algorithm / Aloísio Carlos de Pina ; Gerson Zaverucha |
| Mining History of Changes to Web Access Patterns / Qiankun Zhao ; Sourav S. Bhowmick |
| Demonstration Papers |
| Visual Mining of Spatial Time Series Data / Gennady Andrienko ; Natalia Andrienko ; Peter Gatalsky |
| Detecting Driving Awareness / Bruno Apolloni ; Andrea Brega ; Dario Malchiodi ; Cristian Mesiano |
| An Effective Recommender System for Highly Dynamic and Large Web Sites / Ranieri Baraglia ; Francesco Merlo ; Fabrizio Silvestri |
| SemanticTalk: Software for Visualizing Brainstorming Sessions and Thematic Concept Trails on Document Collections / Chris Biemann ; Karsten Böhm ; Gerhard Heyer ; Ronny Melz |
| Orange: From Experimental Machine Learning to Interactive Data Mining / Gregor Leban ; Tomaz Curk |
| Terrorist Detection System / Yuval Elovici ; Abraham Kandel ; Mark Last ; Bracha Shapira ; Omer Zaafrany ; Moti Schneider ; Menahem Friedman |
| Experimenting SnakeT: A Hierarchical Clustering Engine for Web-Page Snippets |
| HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels |
| Balios - The Engine for Bayesian Logic Programs / Kristian Kersting ; Uwe Dick |
| SEWeP: A Web Mining System Supporting Semantic Personalization / Stratos Paulakis ; Charalampos Lampos ; Magdalini Eirinaki ; Michalis Vazirgiannis |
| SPIN! Data Mining System Based on Component Architecture / Alexandr Savinov |
| Author Index |
| Invited Papers |
| Random Matrices in Data Analysis / Dmitris Achlioptas |
| Data Privacy / Rakesh Agrawal |
図書
