Lifescience and Biotechnological Applications for Data Mining -- Prototypes for Medical Case-Based Applications -- Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images -- Modelling Medical Time Series Using Grammar-Guided Genetic Programming -- Data Mining with Neural Networks for Wheat Yield Prediction -- Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain -- Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA -- An Application for Electroencephalogram Mining for Epileptic Seizure Prediction -- An Infrastructure for Mining Medical Multimedia Data -- Realizing Modularized Knowledge Models for Heterogeneous Application Domains -- Clustering and Classification -- GEP-Induced Expression Trees as Weak Classifiers -- Projection with Double Nonlinear Integrals for Classification -- Local Modelling in Classification -- Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-Based Class-Boost Algorithm -- CPL Clustering with Feature Costs -- Association Rule Mining -- Relative Linkage Disequilibrium: A New Measure for Association Rules -- Weighted Association Rule Mining from Binary and Fuzzy Data -- E-Mail, WebMining -- A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters -- The Impact of Noise in Spam Filtering: A Case Study -- Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems -- Browsing Assistance Service for Intranet Information Systems -- WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis -- Mining Unexpected Web Usage Behaviors -- Information Retrieval -- Generalized Graph Matching for Data Mining and Information Retrieval -- Industrial Applications -- Contrast-Set Mining of Aircraft Accidents and Incidents -- Using Data Mining to Build Integrated Discrete Event Simulations -- Control Charts of Workflows -- Frequent Item Set, Sequence Mining -- Maximum Margin Active Learning for Sequence Labeling with Different Length -- An Efficient Similarity Searching Algorithm Based on Clustering for Time Series -- Efficient String Mining under Constraints Via the Deferred Frequency Index -- Aspects of Data Mining -- Autonomous Forex Trading Agents -- An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis -- Leatherbacks Matching by Automated Image Recognition.