| Invited Talks Data Analysis in the Life Sciences -- Sparking Ideas -- Machine Learning for Natural Language Processing (and Vice Versa?) Statistical Relational Learning: An Inductive Logic Programming Perspective Recent Advances in Mining Time Series Data Focus the Mining Beacon: Lessons and Challenges from the World of E-Commerce Data Streams and Data Synopses for Massive Data Sets Long Papers k-Anonymous Patterns Interestingness is Not a Dichotomy: Introducing Softness in Constrained Pattern Mining Generating Dynamic Higher-Order Markov Models in Web Usage Mining TREE2 - Decision Trees for Tree Structured Data Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results Cluster Aggregate Inequality and Multi-level Hierarchical Clustering Ensembles of Balanced Nested Dichotomies for Multi-class Problems Protein Sequence Pattern Mining with Constraints An Adaptive Nearest Neighbor Classification Algorithm for Data Streams Support Vector Random Fields for Spatial Classification Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns Improving Generalization by Data Categorization Mining Model Trees from Spatial Data Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification Mining Paraphrases from Self-anchored Web Sentence Fragments M2SP: Mining Sequential Patterns Among Several Dimensions …… Short Papers Author Index |
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