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Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering
Language: en
Pages: 581
Authors: Nikola K. Kasabov
Categories: Artificial intelligence
Type: BOOK - Published: 1996 - Publisher: Marcel Alencar

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Combines the study of neural networks and fuzzy systems with symbolic artificial intelligence (AI) methods to build comprehensive AI systems. Describes major AI
Unsupervised Learning
Language: en
Pages: 420
Authors: Geoffrey Hinton
Categories: Medical
Type: BOOK - Published: 1999-05-24 - Publisher: MIT Press

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Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computation collects, by
Neural Network Learning
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Pages: 405
Authors: Martin Anthony
Categories: Computers
Type: BOOK - Published: 1999-11-04 - Publisher: Cambridge University Press

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This work explores probabilistic models of supervised learning problems and addresses the key statistical and computational questions. Chapters survey research
Deep Learning
Language: en
Pages: 550
Authors: Josh Patterson
Categories: Computers
Type: BOOK - Published: 2017-07-28 - Publisher: "O'Reilly Media, Inc."

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Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—e
Graph Neural Networks: Foundations, Frontiers, and Applications
Language: en
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Authors: Lingfei Wu
Categories: Computers
Type: BOOK - Published: 2022-01-03 - Publisher: Springer Nature

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Deep Learning models are at the core of artificial intelligence research today. It is well known that deep learning techniques are disruptive for Euclidean data