Handbook on computer learning and intelligence (in 2 volumes) [electronic resource]/ :
editor, Plamen Parvanov Angelov.
- Singapore : World Scientific, 2022.
- 1 online resource (1056 p.).
Includes bibliographical references and index.
Volume 1: Explainable AI and supervised learning -- Volume 2: Deep learning, intelligent control and evolutionary computation.
"The Handbook on Computer Learning and Intelligence is a second edition which aims to be a one-stop-shop for the various aspects of the broad research area of computer learning and intelligence. This field of research evolved so much in the last five years that it necessitates this new edition of the earlier Handbook on Computational Intelligence. This two-volume handbook is divided into five parts. Volume 1 covers Explainable AI and Supervised Learning. Volume 2 covers three parts: Deep Learning, Intelligent Control, and Evolutionary Computation. The chapters detail the theory, methodology and applications of computer learning and intelligence, and are authored by some of the leading experts in the respective areas. The fifteen core chapters of the previous edition have been written and significantly refreshed by the same authors. Parts of the handbook have evolved to keep pace with the latest developments in computational intelligence in the areas that span across Machine Learning and Artificial Intelligence. The Handbook remains dedicated to applications and engineering-orientated aspects of these areas over abstract theories"--
Mode of access: World Wide Web.
System requirements: Adobe Acrobat reader.
9789811247323 9811247323
2021052472
Expert systems (Computer science)--Handbooks, manuals, etc.
Neural networks (Computer science)--Handbooks, manuals, etc.
Systems engineering--Data processing--Handbooks, manuals, etc.
Intelligent control systems--Handbooks, manuals, etc.
Computational intelligence--Handbooks, manuals, etc.
Electronic books.
QA76.76.E95 / H3556 2022
006.3/3
Includes bibliographical references and index.
Volume 1: Explainable AI and supervised learning -- Volume 2: Deep learning, intelligent control and evolutionary computation.
"The Handbook on Computer Learning and Intelligence is a second edition which aims to be a one-stop-shop for the various aspects of the broad research area of computer learning and intelligence. This field of research evolved so much in the last five years that it necessitates this new edition of the earlier Handbook on Computational Intelligence. This two-volume handbook is divided into five parts. Volume 1 covers Explainable AI and Supervised Learning. Volume 2 covers three parts: Deep Learning, Intelligent Control, and Evolutionary Computation. The chapters detail the theory, methodology and applications of computer learning and intelligence, and are authored by some of the leading experts in the respective areas. The fifteen core chapters of the previous edition have been written and significantly refreshed by the same authors. Parts of the handbook have evolved to keep pace with the latest developments in computational intelligence in the areas that span across Machine Learning and Artificial Intelligence. The Handbook remains dedicated to applications and engineering-orientated aspects of these areas over abstract theories"--
Mode of access: World Wide Web.
System requirements: Adobe Acrobat reader.
9789811247323 9811247323
2021052472
Expert systems (Computer science)--Handbooks, manuals, etc.
Neural networks (Computer science)--Handbooks, manuals, etc.
Systems engineering--Data processing--Handbooks, manuals, etc.
Intelligent control systems--Handbooks, manuals, etc.
Computational intelligence--Handbooks, manuals, etc.
Electronic books.
QA76.76.E95 / H3556 2022
006.3/3