Zhi-Hua Zhou Forfatter
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Evolutionary Learning: Advances in Theories and Algorithms (Bog, Hardback, Engelsk)In closing, Part IV addresses the development of evolutionary learning algorithms with provable theoretical guarantees for several representative tasks, in which evolutionary learning offers excellent performance.
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Machine Learning (Bog, Paperback / softback, Engelsk)Part 3 (Chapters 11-16) introduces some advanced topics, covering feature selection and sparse learning, computational learning theory, semi-supervised learning, probabilistic graphical models, rule learning, and reinforcement learning.
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Ensemble Methods: Foundations and Algorithms (Bog, Hardback, Engelsk)Ensemble methods that train multiple learners and then combine them to use, with \textit{Boosting} and \textit{Bagging} as representatives, are well-known... Læs mere
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