Machine Learning Techniques for Smart City Applications: Trends and Solutions / edited by D. Jude Hemanth

Contributor(s):

Hemanth, D. Jude [HerausgeberIn]

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Advances in Science, Technology & Innovation, IEREK Interdisciplinary Series for Sustainable DevelopmentPublisher: Cham : Springer International Publishing, 2022Publisher: Cham : Imprint: Springer, 2022Edition: 1st ed. 2022Description: 1 Online-Ressource(VIII, 226 p. 179 illus., 153 illus. in color.)ISBN:

9783031088599

Subject(s):

Additional physical formats: 9783031088582 | 9783031088605 | 9783031088612 | Erscheint auch als: 9783031088582 Druck-Ausgabe | Erscheint auch als: 9783031088605 Druck-Ausgabe | Erscheint auch als: 9783031088612 Druck-AusgabeDOI: DOI: 10.1007/978-3-031-08859-9Online resources:

Summary: Applying Deep Learning to Predict Civic Purpose Development: Within the Smart City Context -- Convolution Neural Network Scheme for Detection of Electricity Theft in Smart Grids -- Helping Hand: A GMM Based Real time Assistive Device for Disabled Using Hand Gestures -- A Review on Hand Gesture and Sign Language Techniques for Hearing Impaired Person -- DriveSense: Adaptive System for Driving Behaviour Analysis and Ranking -- Classification and Tracking of Vehicles Using Videos Captured by Unmanned Aerial Vehicles -- Tracking Everyone and Everything in Smart Cities with an ANN Driven Smart Antenna -- Wavelet based Saliency and Ensemble Classifier for Pedestrian Detection in Infrared Images -- A Survey of Emerging Applications of Machine Learning in the Diagnosis and Management of Sleep Hygiene and Health in the Elderly Population -- Smart City Traffic Patterns Prediction Using Machine Learning.Summary: This book discusses the application of different machine learning techniques to the sub-concepts of smart cities such as smart energy, transportation, waste management, health, infrastructure, etc. The focus of this book is to come up with innovative solutions in the above-mentioned issues with the purpose of alleviating the pressing needs of human society. This book includes content with practical examples which are easy to understand for readers. It also covers a multi-disciplinary field and, consequently, it benefits a wide readership including academics, researchers, and practitioners.PPN: PPN: 1817569899Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-EES | ZDB-2-SXEE

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