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2022 (3)

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Book
Challenges and Opportunities for Deep Learning Applications in Industry 4. 0.
Authors: --- ---
ISBN: 9789815036060 9815036068 Year: 2022 Publisher: Sharjah : Bentham Science Publishers,

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Abstract

The competence of deep learning for the automation and manufacturing sector has received astonishing attention in recent times. The manufacturing industry has recently experienced a revolutionary advancement despite several issues. One of the limitations for technical progress is the bottleneck encountered due to the enormous increase in data volume for processing, comprising various formats, semantics, qualities and features. Deep learning enables detection of meaningful features that are difficult to perform using traditional methods. The book takes the reader on a technological voyage of the industry 4.0 space. Chapters highlight recent applications of deep learning and the associated challenges and opportunities it presents for automating industrial processes and smart applications. Chapters introduce the reader to a broad range of topics in deep learning and machine learning. Several deep learning techniques used by industrial professionals are covered, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical project methodology. Readers will find information on the value of deep learning in applications such as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. The book also discusses prospective research directions that focus on the theory and practical applications of deep learning in industrial automation. Therefore, the book aims to serve as a comprehensive reference guide for industrial consultants interested in industry 4.0, and as a handbook for beginners in data science and advanced computer science courses.


Book
Artificial Intelligence and Computational Dynamics for Biomedical Research
Authors: --- --- --- --- --- et al.
ISBN: 9783110762044 9783110762082 3110762048 Year: 2022 Publisher: Berlin Boston

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This work presents the latest development in the field of computational intelligence to advance Big Data and Cloud Computing concerning applications in medical diagnosis. As forum for academia and professionals it covers state-of-the-art research challenges and issues in the digital information & knowledge management and the concerns along with the solutions adopted in these fields.


Digital
Artificial Intelligence and Computational Dynamics for Biomedical Research
Authors: --- --- --- --- --- et al.
ISBN: 9783110762044 9783110762082 9783110761993 Year: 2022 Publisher: Berlin ;; Boston De Gruyter

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