Systems Biology -- Structural Protein Interactions Predict Kinase-Inhibitor Interactions in Upregulated Pancreas Tumour Genes Expression Data -- Biochemical Pathway Analysis via Signature Mining -- Recurrent Neuro-fuzzy Network Models for Reverse Engineering Gene Regulatory Interactions -- Data Analysis and Integration -- Some Applications of Dummy Point Scatterers for Phasing in Macromolecular…
Trends in Data Mining and Knowledge Discovery -- Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data -- Clustering and Visualization of Retail Market Baskets -- Segmentation of Continuous Data Streams Based on a Change Detection Methodology -- Instance Selection Using Evolutionary Algorithms: An Experimental Study -- Using Cooperative Coevolution for Data Mining of Bay…
Foundations -- Knowledge Discovery and Data Mining -- Automatic Discovery of Class Hierarchies via Output Space Decomposition -- Graph-based Mining of Complex Data -- Predictive Graph Mining with Kernel Methods -- TreeMiner: An Efficient Algorithm for Mining Embedded Ordered Frequent Trees -- Sequence Data Mining -- Link-based Classification -- Applications -- Knowledge Discovery from Evolution…
Keynotes -- Conceptual Schema-Centric Development: A Grand Challenge for Information Systems Research -- A MDA-Compliant Environment for Developing User Interfaces of Information Systems -- Toward Semantic Interoperability of Heterogeneous Biological Data Sources -- Conceptual Modeling -- The Association Construct in Conceptual Modelling – An Analysis Using the Bunge Ontological Model -- Comp…
Keynote Papers -- Invited Papers -- Association Rules -- Classification -- Clustering -- Novel Algorithms -- Text Mining -- Multimedia Mining -- Sequential Data Mining and Time Series Mining -- Web Mining -- Biomedical Mining -- Advanced Applications -- Security and Privacy Issues -- Spatial Data Mining -- Streaming Data Mining.
Overview -- Active Mining Project: Overview -- Tutorial Papers -- Computational and Statistical Methods in Bioinformatics -- Indexing and Mining Audiovisual Data -- Active Information Collection -- Relevance Feedback Document Retrieval Using Support Vector Machines -- Micro View and Macro View Approaches to Discovered Rule Filtering -- Mining Chemical Compound Structure Data Using Inductive Log…
Getting started -- The Database wizard — or not -- Tables — for storing your data -- Queries — finding data -- Forms — viewing and entering data -- Reports — printing your data -- The story so far -- Creating hand-crafted databases -- Exploring tables in more depth -- Tapping the power of Access queries -- Forms again — design -- Forms again — controlling data entry -- Reports aga…
Classification and Model Estimation -- On ECOC as Binary Ensemble Classifiers -- Incremental Classification Rules Based on Association Rules Using Formal Concept Analysis -- Parameter Inference of Cost-Sensitive Boosting Algorithms -- Finite Mixture Models with Negative Components -- MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection -- Principles of Multi-kernel Data Mini…
Getting Started -- The Art Gallery Web: A Data Modeling Example -- Building the Data Map -- The Art Gallery Web (Continued) -- Keys and Valid Associations -- The Art Gallery Web (Continued) -- Defining Attributes -- The Art Gallery Web (Continued) -- Verifying the Data Model -- Validating the Data Model -- Design Patterns -- From Logical to Physical -- The End and the Beginning.LOGICAL DATA MOD…
Pushing Constraints to Detect Local Patterns -- From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms -- Pattern Discovery Tools for Detecting Cheating in Student Coursework -- Local Pattern Detection and Clustering -- Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery -- Visualizing Very Large Graphs Using Clustering Neighborhoods -- Fe…