Manifold Learning
This Open Access book reviews recent theoretical and numerical developments in nonlinear model order reduction in continuum mechanics, being addressed to Master and PhD students, as well as to researchers,...
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117 pages
2024-02-21 Published
Pattern Recognition and Machine Learning
This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers...
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798 pages
2007-02-01 Published
Understanding Deep Learning
An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice. Deep learning is a fast-moving field with sweeping relevance in today's...
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496 pages
2023-12-05 Published
Evolution On Purpose
A unique exploration of teleonomy—also known as “evolved purposiveness”—as a major influence in evolution by a broad range of specialists in biology and the philosophy of science. The evolved purposiveness...
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400 pages
2023-08-22 Published
No Heavenly Bodies
The compelling and little-known history of satellite communications that reveals the Soviet and Eastern European roles in the development of its infrastructure. Taking its title from Hannah Arendt's description of...
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256 pages
2023-11-28 Published
The Cognitive Life of Maps
The “mapness of maps”—how maps live in interaction with their users, and what this tells us about what they are and how they work. In a sense, maps are temporarily...
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272 pages
2024-05-14 Published
Going Big
All the crucial skills scientists need to make a professional transition into large projects and collaborations that require governance and project management. Modern science increasingly tackles ambitious projects whose size...
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144 pages
2024-03-26 Published