Machine learning books

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Support vector machines (SVM) have both a solid mathematical background and practical applications. This book focuses...  Read More >>

Manipulating or grasping objects seems like a trivial task for humans, as these are motor skills of everyday life....  Read More >>

Covers several aspects of the “optimism in the face of uncertainty” principle for large scale optimization problems...  Read More >>

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An overarching framework for comparing and steering complex adaptive systems is developed through understanding...  Read More >>

Empirical Inference  Read More >>

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As storage and collection technology has become cheaper and more precise, companies and individuals are eager to...  Read More >>

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Dieses Lehrbuch mit prüfungsrelevanten Aufgaben und Lösungen erläutert grundlegende Mathematik-bezogene Methoden...  Read More >>

Focusing on several recent, novel machine learning automatic algorithms, this reference provides the first source...  Read More >>

The recent observance of the silver anniversary of artificial intelligence has been heralded by a surge of interest...  Read More >>

Durch die ausführliche Darstellung mehrerer ausgewählter Praxisbeispiele wird ein Einblick in die Anwendung Evolutionärer...  Read More >>

Kernel Learning Algorithms for Face Recognition covers the framework of kernel based face recognition. Included...  Read More >>

Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance,...  Read More >>

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Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications...  Read More >>

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This unique text/reference describes in detail the latest advances in unsupervised process monitoring and fault...  Read More >>