Machine learning algorithms and applications in engineering. (2022)

• Record Type: Book
• Further Information: Note: Edited by Prasenjit Chatterjee, Morteza Yazdani, Francisco Fernández-Navarro, Javier Pérez-Rodríguez.
• Editors: Chatterjee, Prasenjit, 1982-; Yazdani, Morteza; Fernández-Navarro, Francisco (Fransisco de Asís); Pérez-Rodríguez, Javier
• Contents: Introduction. Fundamentals of Machine Learning. Machine Learning Algorithms: Theoretical and Mathematical Aspects. An Exhaustive Review of Applications of Machine Learning Applications in Engineering. Applications in Engineering. Design of Highway and Transportation Engineering for the Prediction of Transport Arrivals & Pedestrian Movement Analysis / Traffic Pattern / Congestion Management. Use of Machine Learning in Construction, Surveying, Geo Technical and Geo-Spatial Engineering / Seismic Data Analysis. Machine Learning for Industrial Automation / Smart Grid Management / Driver Monitoring Systems / Autonomous Vehicles. Machine Learning in Grid Integration and Power Distribution / Control and Feedback System / Power Quality / Power Usage Analysis. Machine Learning in Robotics and Intelligent Machines. Machine Learning for Predictive Maintenance and Condition Monitoring / Reliability Engineering. Use of IoT and Big Data Analytics in Manufacturing / Demand Forecasting / Process Optimization / Inventory Planning / Fault Diagnosis for Shop Floor Machinery. Machine Learning for Carbon Emission / Environmental Engineering. Machine Learning for Renewable Energy Policy. Machine Learning in Biomedical Engineering.
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2022
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 006.3; Machine learning; Artificial intelligence -- Industrial applications; Artificial intelligence -- Medical applications; Algorithms; Engineering -- Data processing
• Languages: English
• ISBNs: 9781000642384; 9781000642353; 9781003104858
• Related ISBNs: 9780367569129
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.