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 |
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 |