Elements of Dimensionality Reduction and Manifold Learning by Benyamin Ghojogh, Mark Crowley, Fakhri Karray, Ali Ghodsi
Elements of Dimensionality Reduction and Manifold Learning
Benyamin Ghojogh, Mark Crowley, Fakhri Karray, Ali Ghodsi
Page: 606
Format: pdf, ePub, mobi, fb2
ISBN: 9783031106040
Publisher: Springer International Publishing
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Elements of Dimensionality Reduction and Manifold Learning The technique improves performance by utilising the advantages of both supervised and unsupervised learning models. Its strength is getting a better feature Elements of Dimensionality Reduction and Manifold Learning This book presents a cohesive review of linear and nonlinear dimensionality reduction and manifold learning for students, researchers and professionals. Elements of Dimensionality Reduction and Manifold Feb 3, 2023 — Elements of Dimensionality Reduction and Manifold Learning Three main aspects of dimensionality reduction are covered: spectral dimensionality reduction, probabilistic dimensionality reduction, and neural network-based Elements of Dimensionality Reduction and Manifold Learning The book is grounded in theory but provides thorough explanations and diverse examples to improve the reader's comprehension of the advanced topics. Advanced
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