| Invited Papers |
| From Goals to High-Variability Software Design / Yijun Yu ; Alexei Lapouchnian ; Sotirios Liaskos ; John Mylopoulos ; Julio C.S.P. Leite |
| Exploring the Power of Heuristics and Links in Multi-relational Data Mining / Xiaoxin Yin ; Jiawei Han |
| Intelligent Software Engineering Tools for NASA's Crew Exploration Vehicle / Michael Lowry |
| Knowledge Discovery and Data Mining - Foundations |
| Boosting Support Vector Machines for Imbalanced Data Sets / Benjamin X. Wang ; Nathalie Japkowicz |
| Class-Oriented Reduction of Decision Tree Complexity / Jose-Luis Polo ; Fernando Berzal ; Juan-Carlos Cubero |
| Evaluating Decision Trees Grown with Asymmetric Entropies / Simon Marcellin ; Djamel A. Zighed ; Gilbert Ritschard |
| Stepwise Induction of Logistic Model Trees / Annalisa Appice ; Michelangelo Ceci ; Donato Malerba ; Savino Saponara |
| Stochastic Propositionalization for Efficient Multi-relational Learning / N. Di Mauro ; T.M.A. Basile ; S. Ferilli ; F. Esposito |
| Analyzing Behavior of Objective Rule Evaluation Indices Based on Pearson Product-Moment Correlation Coefficient / Hidenao Abe ; Shusaku Tsumoto |
| Knowledge Discovery and Data Mining - Advances |
| Obtaining Low-Arity Discretizations from Online Data Streams / Tapio Elomaa ; Petri Lehtinen ; Matti Saarela |
| Maps Ensemble for Semi-Supervised Learning of Large High Dimensional Datasets / Elie Prudhomme ; Stephane Lallich |
| Mining Induced and Embedded Subtrees in Ordered, Unordered, and Partially-Ordered Trees / Aida Jimenez |
| A Structure-Based Clustering on LDAP Directory Information / Vassiliki Koutsonikola ; Athena Vakali ; Antonios Mpalasas ; Michael Valavanis |
| iZi: A New Toolkit for Pattern Mining Problems / Frederic Flouvat ; Fabien De Marchi ; Jean-Marc Petit |
| A Multi-relational Hierarchical Clustering Method for Datalog Knowledge Bases / Nicola Fanizzi ; Claudia d'Amato ; Floriana Esposito |
| Laredam - Considerations on System of Local Analytical Reports from Data Mining / Jan Rauch ; Milan Simunek |
| Outlier Detection Techniques for Process Mining Applications / Lucantonio Ghionna ; Gianluigi Greco ; Antonella Guzzo ; Luigi Pontieri |
| Knowledge Discovery and Data Mining - Mining Changes and Actionable Patterns |
| Action Rule Extraction from a Decision Table: ARED / Seunghyun Im ; Zbigniew W. Ras |
| Discovering the Concise Set of Actionable Patterns / Li-Shiang Tsay |
| Discovering Emerging Patterns for Anomaly Detection in Network Connection Data / Costantina Caruso |
| Temporal Extrapolation within a Static Clustering / Tim K. Cocx ; Walter A. Kosters ; Jeroen F.J. Laros |
| Discovering Explanations from Longitudinal Data / Corrado Loglisci |
| Logic for Artificial Intelligence |
| Reduced Implicate/Implicant Tries / Neil V. Murray ; Erik Rosenthal |
| Golden Ratio Annealing for Satisfiability Problems Using Dynamically Cooling Schemes / Juan Frausto-Solis ; Felix Martinez-Rios |
| Modeling Cooperation in P2P Data Management Systems / Luciano Caroprese ; Ester Zumpano |
| Interactions between Rough Parts in Object Perception / Andrzej W. Przybyszewski |
| Autonomic and Evolutionary Computation |
| A Multi-objective Optimal Approach for UAV Routing in Reconnaissance Mission with Stochastic Observation Time / Xingguang Peng ; Xiaoguang Gao |
| Hybrid Unsupervised/Supervised Virtual Reality Spaces for Visualizing Gastric and Liver Cancer Databases: An Evolutionary Computation Approach / Alan J. Barton ; Julio J. Valdes |
| Self-calibrating Strategies for Evolutionary Approaches that Solve Constrained Combinatorial Problems / Elizabeth Montero ; Maria-Cristina Riff |
| Soft Computing |
| Towards Fuzzy Query Answering Using Fuzzy Views - A Graded-Subsumption-Based Approach / Allel Hadjali ; Olivier Pivert |
| Term Distribution-Based Initialization of Fuzzy Text Clustering / Krzysztof Ciesielski ; Mieczyslaw A. Klopotek ; Slawomir T. Wierzchon |
| Cooperative Answering to Flexible Queries Via a Tolerance Relation / Patrick Bosc |
| Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification / Keivan Kianmehr ; Mohammed Alshalalfa ; Reda Alhajj |
| Towards a Crisp Representation of Fuzzy Description Logics under Lukasiewicz Semantics / Fernando Bobillo ; Umberto Straccia |
| Rough Set Approximations in Formal Concept Analysis and Knowledge Spaces / Feifei Xu ; Yiyu Yao ; Duoqian Miao |
| An Ant Colony System Algorithm to Solve Routing Problems Applied to the Delivery of Bottled Products / Laura Cruz Reyes ; Jose F. Delgado Orta ; Juan J. Gonzalez Barbosa ; Jose Torres Jimenez ; Hector J. Fraire Huacuja ; Barbara A. Arranaga Cruz |
| Databases and Data Warehouses |
| Predicate Indexing for Incremental Multi-Query Optimization / Chun Jin ; Jaime Carbonell |
| SQL Queries with CASE Expressions / Jarek Gryz ; Qiong Wang ; Xiaoyan Qian ; Calisto Zuzarte |
| Top-Down Compression of Data Cubes in the Presence of Simultaneous Multiple Hierarchical Range Queries / Alfredo Cuzzocrea |
| Degrees of Exclusivity in Disjunctive Databases / Navin Viswanath ; Rajshekhar Sunderraman |
| The Ramification Problem in Temporal Databases: A Solution Implemented in SQL / Nikos Papadakis ; Dimitris Plexousakis ; Grigoris Antoniou ; Manolis Daskalakis ; Yannis Christodoulou |
| Digital Library |
| Image Databases Browsing by Unsupervised Learning / Charbel Julien ; Lorenza Saitta |
| Decision Tree Induction for Identifying Trends in Line Graphs / Peng Wu ; Sandra Carberry ; Daniel Chester ; Stephanie Elzer |
| Automatic Handling of Digital Image Repositories: A Brief Survey |
| Development of the XML Digital Library from the Parliament of Andalucia for Intelligent Structured Retrieval / Juan M. Fernandez-Luna ; Juan F. Huete ; Manuel Gomez ; Carlos J. Martin-Dancausa |
| Intelligent Information Retrieval |
| Evaluating Information Retrieval System Performance Based on Multi-grade Relevance / Bing Zhou |
| A Dynamic Window Based Passage Extraction Algorithm for Genomics Information Retrieval / Qinmin Hu ; Xiangji Huang |
| Mining Scalar Representations in a Non-tagged Music Database / Rory A. Lewis ; Wenxin Jiang |
| Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch / Alicja Wiezcorkowska ; Elzbieta Kolczynska |
| Performance Weights for the Linear Combination Data Fusion Method in Information Retrieval / Shengli Wu ; Qili Zhou ; Yaxin Bi ; Xiaoqin Zeng |
| Combining Multiple Sources of Evidence in Web Information Extraction / Martin Labsky ; Vojtech Svatek |
| Text Mining |
| Autonomous News Clustering and Classification for an Intelligent Web Portal / Traian Rebedea ; Stefan Trausan-Matu |
| On Determining the Optimal Partition in Agglomerative Clustering of Documents / Ahmad El Sayed ; Hakim Hacid ; Djamel Zighed |
| Ontological Summaries through Hierarchical Clustering / Troels Andreasen ; Henrik Bulskov ; Thomas Vestskov Terney |
| Classification of Web Services Using Tensor Space Model and Rough Ensemble Classifier / Suman Saha ; C.A. Murthy ; Sankar K. Pal |
| Intelligent Information Systems |
| Agent-Based Assistant for e-Negotiations / Simone A. Ludwig |
| Local Soft Belief Updating for Relational Classification / Guoli Ding ; R.F. Lax ; Jianhua Chen ; Peter Chen ; Brian D. Marx |
| On a Probabilistic Combination of Prediction Sources / Ioannis Rousidis ; George Tzagkarakis ; Yannis Tzitzikas |
| Effective Document-Oriented Telemetry Data Compression / David Maluf ; Chen-jung Hsu ; Peter Tran ; David Tran |
| Knowledge Representation and Integration |
| Improving Integration with Subjective Combining of Ontology Mappings / Dennis Hooijmaijers ; Markus Stumptner |
| Text Onto Miner - A Semi Automated Ontology Building System / Piotr Gawrysiak ; Grzegorz Protaziuk ; Henryk Rybinski ; Alexandre Delteil |
| Ontology-Driven Adaptive Medical Information Collection System / Matt-Mouley Bouamrane ; Alan Rector ; Martin Hurrell |
| An Effective Ontology Matching Technique / Ahmed Alasoud ; Volker Haarslev ; Nematollaah Shiri |
| A Causal Approach for Explaining Why a Heuristic Algorithm Outperforms Another in Solving an Instance Set of the Bin Packing Problem / Joaquin Perez ; Laura Cruz ; Rodolfo Pazos ; Vanesa Landero ; Gerardo Reyes ; Crispin Zavala ; Hector Fraire ; Veronica Perez |
| Web Service and Intelligence |
| A Graph b-Coloring Based Method for Composition-Oriented Web Services Classification / Lyes Dekar ; Hamamache Kheddouci |
| OWL-S Atomic Services Composition with SWRL Rules / Domenico Redavid ; Luigi Iannone ; Terry Payne ; Giovanni Semeraro |
| A Web-Based Interface for Hiding Bayesian Network Inference / C.J. Butz ; P. Lingras ; K. Konkel |
| Applications |
| Extraction of Informative Genes from Integrated Microarray Data / Dongwan Hong ; Jongkeun Lee ; Sangkyoon Hong ; Jeehee Yoon ; Sanghyun Park |
| Using Data Mining for Dynamic Level Design in Games / Kitty S.Y. Chiu ; Keith C.C. Chan |
| A Logic Programming Based Framework for Security Protocol Verification / Shujing Wang ; Yan Zhang |
| Applying Cost Sensitive Feature Selection in an Electric Database / Manuel Mejia-Lavalle |
| Author Index |
| Invited Papers |
| From Goals to High-Variability Software Design / Yijun Yu ; Alexei Lapouchnian ; Sotirios Liaskos ; John Mylopoulos ; Julio C.S.P. Leite |
| Exploring the Power of Heuristics and Links in Multi-relational Data Mining / Xiaoxin Yin ; Jiawei Han |
ＥＢ
