Data Mining, a Heuristic Approach

✍ Scribed by Hussein A. Abbass, Ruhul Amin Sarker, Charles S. Newton

• Publisher: IGI Global
• Year: 2002
• Tongue: English
• Leaves: 310
• Category: Library

✦ Synopsis

Real life problems are known to be messy, dynamic and multi-objective, and involve high levels of uncertainty and constraints. Because traditional problem-solving methods are no longer capable of handling this level of complexity, heuristic search methods have attracted increasing attention in recent years for solving such problems. Inspired by nature, biology, statistical mechanics, physics and neuroscience, heuristics techniques are used to solve many problems where traditional methods have failed. Data Mining: A Heuristic Approach will be a repository for the applications of these techniques in the area of data mining.

✦ Subjects

Информатика и вычислительная техника;Искусственный интеллект;Интеллектуальный анализ данных;