Front matter
1-7
Random Matrices in Data Analysis
Dimitris Achlioptas
8
Data Privacy
Rakesh Agrawal
9-16
Breaking Through the Syntax Barrier: Searching with Entities and Relations
Soumen Chakrabarti
17
Real-World Learning with Markov Logic Networks
Pedro Domingos
18-26
Strength in Diversity: The Advance of Data Analysis
David J. Hand
27-38
Mining Positive and Negative Association Rules: An Approach for Confined Rules
Maria-Luiza Antonie and Osmar R. Zaïane
39-51
An Experiment on Knowledge Discovery in Chemical Databases
Sandra Berasaluce, Claude Laurenço, Amedeo Napoli and Gilles Niel
52-62
Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering
Christian Borgelt and Rudolf Kruse
63-74
Combining Multiple Clustering Systems
Constantinos Boulis and Mari Ostendorf
75-86
Reducing Data Stream Sliding Windows by Cyclic Tree-Like Histograms
Francesco Buccafurri and Gianluca Lax
87-98
A Framework for Data Mining Pattern Management
Barbara Catania, Anna Maddalena, Maurizio Mazza, Elisa Bertino and Stefano Rizzi
99-111
Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach
Michelangelo Ceci, Annalisa Appice and Donato Malerba
112-124
AutoPart: Parameter-Free Graph Partitioning and Outlier Detection
Deepayan Chakrabarti
125-136
Properties and Benefits of Calibrated Classifiers
Ira Cohen and Moises Goldszmidt
137-148
A Tree-Based Approach to Clustering XML Documents by Structure
Gianni Costa, Giuseppe Manco, Riccardo Ortale and Andrea Tagarelli
149-160
Discovery of Regulatory Connections in Microarray Data
Michael Egmont-Petersen, Wim de Jonge and Arno Siebes
161-172
Learning from Little: Comparison of Classifiers Given Little Training
George Forman and Ira Cohen
173-184
Geometric and Combinatorial Tiles in 0–1 Data
Aristides Gionis, Heikki Mannila and Jouni K. Seppänen
185-196
Document Classification Through Interactive Supervision of Document and Term Labels
Shantanu Godbole, Abhay Harpale, Sunita Sarawagi and Soumen Chakrabarti
197-208
Classifying Protein Fingerprints
Melanie Hilario, Alex Mitchell, Jee-Hyub Kim, Paul Bradley and Terri Attwood
209-218
Finding Interesting Pass Patterns from Soccer Game Records
Shoji Hirano and Shusaku Tsumoto
219-230
Discovering Unexpected Information for Technology Watch
François Jacquenet and Christine Largeron
231-244
Scalable Density-Based Distributed Clustering
Eshref Januzaj, Hans-Peter Kriegel and Martin Pfeifle
245-254
Summarization of Dynamic Content in Web Collections
Adam Jatowt and Mitsuru Ishizuka
255-266
Mining Thick Skylines over Large Databases
Wen Jin, Jiawei Han and Martin Ester
267-278
Ensemble Feature Ranking
Kees Jong, Jérémie Mary, Antoine Cornuéjols, Elena Marchiori and Michèle Sebag
279-290
Privately Computing a Distributed k-nn Classifier
Murat Kantarcıoǧlu and Chris Clifton
291-300
Incremental Nonlinear PCA for Classification
Byung Joo Kim and Il Kon Kim
301-312
A Spectroscopy of Texts for Effective Clustering
Wenyuan Li, Wee-Keong Ng, Kok-Leong Ong and Ee-Peng Lim
313-324
Constraint-Based Mining of Episode Rules and Optimal Window Sizes
Nicolas Méger and Christophe Rigotti
325-336
Analysing Customer Churn in Insurance Data – A Case Study
Katharina Morik and Hanna Köpcke
337-348
Nomograms for Visualization of Naive Bayesian Classifier
Martin Možina, Janez Demšar, Michael Kattan and Blaž Zupan
349-361
Using a Hash-Based Method for Apriori-Based Graph Mining
Phu Chien Nguyen, Takashi Washio, Kouzou Ohara and Hiroshi Motoda
362-373
Evaluation of Rule Interestingness Measures with a Clinical Dataset on Hepatitis
Miho Ohsaki, Shinya Kitaguchi, Kazuya Okamoto, Hideto Yokoi and Takahira Yamaguchi
374-385
Classification in Geographical Information Systems
Salvatore Rinzivillo and Franco Turini
386-397
Digging into Acceptor Splice Site Prediction: An Iterative Feature Selection Approach
Yvan Saeys, Sven Degroeve and Yves Van de Peer
398-409
Itemset Classified Clustering
Jun Sese and Shinichi Morishita
410-421
Combining Winnow and Orthogonal Sparse Bigrams for Incremental Spam Filtering
Christian Siefkes, Fidelis Assis, Shalendra Chhabra and William S. Yerazunis
422-433
Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining
Adriano Veloso, Wagner Meira, Renato Ferreira, Dorgival Guedes Neto and Srinivasan Parthasarathy
434-445
A Quantification of Cluster Novelty with an Application to Martian Topography
Ricardo Vilalta, Tom Stepinski, Muralikrishna Achari and Francisco Ocegueda-Hernandez
446-458
Density-Based Spatial Clustering in the Presence of Obstacles and Facilitators
Xin Wang, Camilo Rostoker and Howard J. Hamilton
459-470
Text Mining for Finding Functional Community of Related Genes Using TCM Knowledge
Zhaohui Wu, Xuezhong Zhou, Baoyan Liu and Junli Chen
471-483
Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources
Ying Yang, Xindong Wu and Xingquan Zhu
484-495
A New Scheme on Privacy Preserving Association Rule Mining
Nan Zhang, Shengquan Wang and Wei Zhao
496-499
A Unified and Flexible Framework for Comparing Simple and Complex Patterns
Ilaria Bartolini, Paolo Ciaccia, Irene Ntoutsi, Marco Patella and Yannis Theodoridis
500-502
Constructing (Almost) Phylogenetic Trees from Developmental Sequences Data
Ronnie Bathoorn and Arno Siebes
503-505
Learning from Multi-source Data
Élisa Fromont, Marie-Odile Cordier and René Quiniou
506-508
The Anatomy of SnakeT: A Hierarchical Clustering Engine for Web-Page Snippets
Paolo Ferragina and Antonio Gullì
509-511
COCOA: Compressed Continuity Analysis for Temporal Databases
Kuo-Yu Huang, Chia-Hui Chang and Kuo-Zui Lin
512-514
Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method
Fabian Mörchen, Alfred Ultsch and Olaf Hoos
515-517
A Tolerance Rough Set Approach to Clustering Web Search Results
Chi Lang Ngo and Hung Son Nguyen
518-520
Improving the Performance of the RISE Algorithm
Aloísio Carlos de Pina and Gerson Zaverucha
521-523
Mining History of Changes to Web Access Patterns
Qiankun Zhao and Sourav S. Bhowmick
524-527
Visual Mining of Spatial Time Series Data
Gennady Andrienko, Natalia Andrienko and Peter Gatalsky
528-530
Detecting Driving Awareness
Bruno Apolloni, Andrea Brega, Dario Malchiodi and Cristian Mesiano
531-533
An Effective Recommender System for Highly Dynamic and Large Web Sites
Ranieri Baraglia, Francesco Merlo and Fabrizio Silvestri
534-536
SemanticTalk: Software for Visualizing Brainstorming Sessions and Thematic Concept Trails on Document Collections
Chris Biemann, Karsten Böhm, Gerhard Heyer and Ronny Melz
537-539
Orange: From Experimental Machine Learning to Interactive Data Mining
Janez Demšar, Blaž Zupan, Gregor Leban and Tomaz Curk
540-542
Terrorist Detection System
Yuval Elovici, Abraham Kandel, Mark Last, Bracha Shapira and Omer Zaafrany, et al.
543-545
Experimenting SnakeT: A Hierarchical Clustering Engine for Web-Page Snippets
Paolo Ferragina and Antonio Gullì
546-548
HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels
Shantanu Godbole, Abhay Harpale, Sunita Sarawagi and Soumen Chakrabarti
549-551
Balios – The Engine for Bayesian Logic Programs
Kristian Kersting and Uwe Dick
552-554
SEWeP: A Web Mining System Supporting Semantic Personalization
Stratos Paulakis, Charalampos Lampos, Magdalini Eirinaki and Michalis Vazirgiannis
555-557
SPIN! Data Mining System Based on Component Architecture
Alexandr Savinov
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