This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ...
Continue readingChallenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia ...
Continue readingThe European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery ...
Continue readingThis book constitutes the refereed proceedings of the 17th European Conference on Machine Learning, ECML 2006, held in Berlin, ...
Continue readingRemarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the ...
Continue readingThis monograph presents a selected collection of research work on multi-objective approach to machine learning, including ...
Continue readingThis book provides an overview of the field and introduces a number of different approaches to extracting rules from support ...
Continue readingThe first three parts of this book are devoted to the principal constituents of soft computing: neural networks, evolutionary ...
Continue readingStatistical Learning from a Regression Perspective considers statistical learning applications when interest centers on the ...
Continue readingStatistical Tools in Finance and Insurance presents ready-to-use solutions, theoretical developments and method construction ...
Continue readingThis book explains the principles that make support vector machines (SVMs) a successful modelling and prediction tool for ...
Continue readingI was shocked to see a student’s report on performance comparisons between support vector machines (SVMs) and fuzzy classi?ers ...
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