Machine Learning : The Basics / Alexander Jung
Approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting ...
WeiterlesenMetalearning : Applications to Automated Machine Learning and Data Mining
This book as one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to ...
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Numerical Methods Using Java : For Data Science, Analysis, and Engineering / Haksun Li
Covers a wide range of topics, including chapters on linear algebra, root finding, curve fitting, differentiation and integration, ...
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Process Mining Handbook / Wil M. P. van der Aalst, Josep Carmona
Comprises all the single courses given as part of the First Summer School on Process Mining, PMSS 2022, which was held in ...
WeiterlesenProcess Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 – November 4, 2021, Revised Selected Papers
This open access book constitutes revised selected papers from the International Workshops held at the Third International ...
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Projection-Based Clustering through Self-Organization and Swarm Intelligence
It covers aspects of unsupervised machine learning used for knowledge discovery in data science and introduces a data-driven ...
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R 4 Quick Syntax Reference : A Pocket Guide to the Language, API's and Library / Margot Tollefson
tarting with the basic structure of R, the book takes you on a journey through the terminology used in R and the syntax required ...
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Semantic Systems. The Power of AI and Knowledge Graphs
This book cover topics such as: web semantics and linked (open) data; machine learning and deep learning techniques; semantic ...
WeiterlesenText Analytics : An Introduction to the Science and Applications of Unstructured Information Analysis / John Atkinson-Abutridy
A concise and accessible introduction to the science and applications of text analytics (or text mining), which enables automatic ...
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Text Mining for Information Professionals : An Uncharted Territory / Manika Lamba, Margam Madhusudhan
Focuses on a basic theoretical framework dealing with the problems, solutions, and applications of text mining and its various ...
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