Evolutionary Algorithms for Data Mining and Knowledge Discovery -- Strategies for Scaling Up Evolutionary Instance Reduction Algorithms for Data Mining -- GAP: Constructing and Selecting Features with Evolutionary Computing -- Multi-Agent Data Mining using Evolutionary Computing -- A Rule Extraction System with Class-Dependent Features -- Knowledge Discovery in Data Mining via an Evolutionary Algorithm -- Diversity and Neuro-Ensemble -- Unsupervised Niche Clustering: Discovering an Unknown Number of Clusters in Noisy Data Sets -- Evolutionary Computation in Intelligent Network Management -- Genetic Programming in Data Mining for Drug Discovery -- Microarray Data Mining with Evolutionary Computation -- An Evolutionary Modularized Data Mining Mechanism for Financial Distress Forecasts.