| Long Papers |
| Pattern Mining |
| Predictive Graph Mining / Andreas Karwath ; Luc De Raedt |
| An Efficient Algorithm for Enumerating Closed Patterns in Transaction Databases / Takeaki Uno ; Tatsuya Asai ; Yuzo Uchida ; Hiroki Arimura |
| Finding Optimal Pairs of Cooperative and Competing Patterns with Bounded Distance / Shunsuke Inenaga ; Hideo Bannai ; Heikki Hyyrö ; Ayumi Shinohara ; Masayuki Takeda ; Kenta Nakai ; Satoru Miyano |
| Classification |
| Mining Noisy Data Streams via a Discriminative Model / Fang Chu ; Yizhou Wang ; Carlo Zaniolo |
| CorClass: Correlated Association Rule Mining for Classification / Albrecht Zimmermann |
| Maximum a Posteriori Tree Augmented Naive Bayes Classifiers / Jesús Cerquides ; Ramon Lòpez de Màntaras |
| Outlier Detection |
| Improving Prediction of Distance-Based Outliers / Fabrizio Angiulli ; Stefano Basta ; Clara Pizzuti |
| Detecting Outliers via Logical Theories and Its Data Complexity / Gianluigi Greco ; Luigi Palopoli |
| Clustering |
| Fast Hierarchical Clustering Algorithm Using Locality-Sensitive Hashing / Hisashi Koga ; Tetsuo Ishibashi ; Toshinori Watanabe |
| Measuring the Similarity for Heterogenous Data: An Ordered Probability-Based Approach / SiQuang Le ; TuBao Ho |
| Feature Construction and Generation |
| Constructive Inductive Learning Based on Meta-attributes / Kouzou Ohara ; Yukio Onishi ; Noboru Babaguchi ; Hiroshi Motoda |
| Resemblance Coefficient and a Quantum Genetic Algorithm for Feature Selection / Gexiang Zhang ; Laizhao Hu ; Weidong Jin |
| Knowledge Acquisition |
| Extracting Positive Attributions from Scientific Papers / Son Bao Pham ; Achim Hoffmann |
| Enhancing SVM with Visualization / Thanh-Nghi Do ; François Poulet |
| An Associative Information Retrieval Based on the Dependency of Term Co-occurrence / Mina Akaishi ; Ken Satoh ; Yuzuru Tanaka |
| On the Convergence of Incremental Knowledge Base Construction / Tri M. Cao ; Eric Martin ; Paul Compton |
| Discovery Science in Reality |
| Privacy Problems with Anonymized Transaction Databases / Taneli Mielikäinen |
| A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data / Ruggero G. Pensa ; Jérémy Besson ; Jean-François Boulicaut |
| Using the Computer to Study the Dynamics of the Handwriting Processes / Gilles Caporossi ; Denis Alamargot ; David Chesnet |
| Product Recommendation in e-Commerce Using Direct and Indirect Confidence for Historical User Sessions / Przemysław Kazienko |
| Regular Papers |
| Optimal Discovery of Subword Associations in Strings / Alberto Apostolico ; Cinzia Pizzi ; Giorgio Satta |
| Tiling Databases / Floris Geerts ; Bart Goethals |
| A Clustering of Interestingness Measures / Benoît Vaillant ; Philippe Lenca ; Stéphane Lallich |
| Extracting Minimal and Closed Monotone DNF Formulas / Yoshikazu Shima ; Shinji Mitsuishi ; Kouichi Hirata ; Masateru Harao |
| Characterizations of Multivalued Dependencies and Related Expressions / José Luis Balcázar ; Jaume Baixeries |
| Machine Learning Algorithms |
| Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class / Fabrice Muhlenbach ; Djamel A. Zighed |
| A New Clustering Algorithm Based On Cluster Validity Indices / Minho Kim ; R.S. Ramakrishna |
| An Efficient Rules Induction Algorithm for Rough Set Classification / Songbo Tan ; Jun Gu |
| Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models / Ricardo Blanco-Vega ; José Hernández-Orallo ; María José Ramírez-Quintana |
| Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data / Jinu Joo ; Jun Zhang ; Jihoon Yang ; Vasant Honavar |
| Web Mining |
| Using WWW-Distribution of Words in Detecting Peculiar Web Pages 355 Masayuki Hirose / Einoshin Suzuki |
| DHT Facilitated Web Service Discovery Incorporating Semantic Annotation / Shoujian Yu ; Jianwei Liu ; Jiajin Le |
| Discovering Relationships Among Catalogs / Ryutaro Ichise ; Masahiro Hamasaki ; Hideaki Takeda |
| Applications of Predictive Methods |
| Reasoning-Based Knowledge Extraction for Text Classification / Chiara Cumbo ; Salvatore Iiritano ; Pasquale Rullo |
| A Useful System Prototype for Intrusion Detection - Architecture and Experiments / Ye Du ; Huiqiang Wang ; Yonggang Pang |
| Discovery of Hidden Similarity on Collaborative Filtering to Overcome Sparsity Problem / Sanghack Lee ; Sung-Yong Park |
| Interdisciplinary Approaches |
| Seamlessly Supporting Combined Knowledge Discovery and Query Answering: A Case Study / Marcelo A.T. Aragão ; Alvaro A.A. Fernandes |
| A Structuralist Approach Towards Computational Scientific Discovery / Charles-David Wajnberg ; Vincent Corruble ; Jean-Gabriel Ganascia ; C. Ulises Moulines |
| Extracting Modal Implications and Equivalences from Cognitive Minds / Radoslaw Piotr Katarzyniak |
| Author Index |
| Long Papers |
| Pattern Mining |
| Predictive Graph Mining / Andreas Karwath ; Luc De Raedt |
図書
