In recent years machine learning has made its way from artificial intelligence into areas of administration, commerce, and industry. Data mining is perhaps the most widely known demonstration of this migration, complemented by less publicized applications of machine learning like adaptive systems in industry, financial prediction, medical diagnosis and the construction of user profiles for Web browsers.This book presents the capabilities of machine learning methods and ideas on how these methods could be used to solve real-world problems. The first ten chapters assess the current state of the art of machine learning, from symbolic concept learning and conceptual clustering to case-based reasoning, neural networks, and genetic algorithms. The second part introduces the reader to innovative applications of ML techniques in fields such as data mining, knowledge discovery, human language technology, user modeling, data analysis, discovery science, agent technology, finance, etc.
Vangelis Karkaletsis & Georgios Paliouras
Machine Learning and Its Applications [PDF ebook]
Advanced Lectures
Machine Learning and Its Applications [PDF ebook]
Advanced Lectures
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Ngôn ngữ Anh ● định dạng PDF ● ISBN 9783540446736 ● Biên tập viên Vangelis Karkaletsis & Georgios Paliouras ● Nhà xuất bản Springer Berlin Heidelberg ● Được phát hành 2003 ● Có thể tải xuống 3 lần ● Tiền tệ EUR ● TÔI 6318224 ● Sao chép bảo vệ Adobe DRM
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