Artificial intelligence and industrial applications : smart operation management / Tawfik Masrour, Ibtissam El Hassani, Noureddine Barka, editors.
2023
Q334
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Online Access
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Unlimited
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Authorized users
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Can lend chapters, not whole ebooks
Details
Title
Artificial intelligence and industrial applications : smart operation management / Tawfik Masrour, Ibtissam El Hassani, Noureddine Barka, editors.
Meeting Name
A2IA (Conference) (2nd)
ISBN
9783031435249 (electronic bk.)
3031435249 (electronic bk.)
9783031435232
3031435249 (electronic bk.)
9783031435232
Published
Cham : Springer, 2023.
Language
English
Description
1 online resource (xviii, 300 pages) : illustrations (some color).
Item Number
10.1007/978-3-031-43524-9 doi
Call Number
Q334
Dewey Decimal Classification
006.3
Summary
Amid the dynamic growth of artificial intelligence, this book presents a collection of findings and advancements from the second edition of the A2IA-Artificial Intelligence and Industrial Applications conference. The conference, hosted by ENSAM-Meknès at Moulay Ismail University, Morocco, fosters knowledge exchange in AI, focusing primarily on its industrial applications. Covering a wide range of topics, the book highlights the adaptable nature of AI and its increasing impact on industrial sectors. It brings together contributions from an international cohort of researchers, discussing themes such as intelligent manufacturing and maintenance, intelligent supply chain management, various modes of learning including supervised, unsupervised, reinforcement, semi-supervised, and graph-based, as well as neural networks, deep learning, planning, and optimization. A defining feature of this edition is its extensive scope and emphasis on the practical applications of AI, along with its foundational elements. It facilitates an understanding of AI's current state and potential future direction, showcasing recent developments that bridge the gap between theory and practice. Designed for a diverse readership, this book is of interest to AI practitioners, academics, and enthusiasts, as well as to those new to the field. It provides an opportunity to explore AI's critical role in industrial applications, and the practical insights it offers are likely to be beneficial for decision-making within industrial settings.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed September 21, 2023).
Series
Lecture notes in networks and systems ; v. 771. 2367-3389
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Online Access
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Table of Contents
Detecting Anomalies: A Case Study in Predictive Maintenance of Telescopes
AI Case-Based Reasoning for Artificial Neural Networks
Real-Time KPI Forecasting with 1D Convolutional Time Series for Enhanced Manufacturing Efficiency
Blockchain Technology for Supply Chain Traceability: Case Study of Pharmaceutical Supply Chain
Artificial Intelligence for Work Measurement: A Promising Approach to Improving Productivity and Reducing Waste
Lean Six Sigma and Industry 4.0 Integration: LSS 4.0.
AI Case-Based Reasoning for Artificial Neural Networks
Real-Time KPI Forecasting with 1D Convolutional Time Series for Enhanced Manufacturing Efficiency
Blockchain Technology for Supply Chain Traceability: Case Study of Pharmaceutical Supply Chain
Artificial Intelligence for Work Measurement: A Promising Approach to Improving Productivity and Reducing Waste
Lean Six Sigma and Industry 4.0 Integration: LSS 4.0.