Proceedings of the Third Intl Workshop, MCS 2002, held June 24-26, 2002 in Cagliari, Italy. Papers are organized in topical sections on bagging and boosting, ensemble learning and neural networks, design methodologies, combination strategies, analysis and performance evaluation, and applications. Softcover.