Heuristic and Optimization for Knowledge Discovery (Hardcover)

Heuristic and Optimization for Knowledge Discovery; A Heuristic Algorithm for Feature Selection Based on Optimization Techniques; Cost-Sensitive Classification using Decision Trees, Boosting and MetaCost; Heuristic Search-Based Stacking of Classifiers; Designing Component-Based Heuristic Search Engines for Knowledge Discovery; Clustering Mixed Incomplete Data; Bayesian Learning; The Role of Sampling in Data Mining; The Gamma Test; Neural Networks; How to Train Multilayer Perceptrons Efficiently with Large Data; Cluster Analysis of Marketing Data Examining On-Line Shopping; Heuristics in Medical Data Mining; Understanding Credit Card Users Behaviour; Heuristic Knowledge Discovery for Archaeological Data Using Cultural Algorithms and Rough Sets