Description: Further DetailsTitle: Sensor Data Analysis and ManagementCondition: NewEAN: 9781119682424ISBN: 9781119682424Publisher: Wiley-IEEE PressFormat: HardbackRelease Date: 12/02/2021Item Height: 260mmItem Length: 164mmItem Width: 18mmItem Weight: 536gLanguage: EnglishDescription: Discover detailed insights into the methods, algorithms, and techniques for deep learning in sensor data analysis Sensor Data Analysis and Management: The Role of Deep Learning delivers an insightful and practical overview of the applications of deep learning techniques to the analysis of sensor data. The book collects cutting-edge resources into a single collection designed to enlighten the reader on topics as varied as recent techniques for fault detection and classification in sensor data, the application of deep learning to Internet of Things sensors, and a case study on high-performance computer gathering and processing of sensor data. The editors have curated a distinguished group of perceptive and concise papers that show the potential of deep learning as a powerful tool for solving complex modelling problems across a broad range of industries, including predictive maintenance, health monitoring, financial portfolio forecasting, and driver assistance. The book contains real-time examples of analyzing sensor data using deep learning algorithms and a step-by-step approach for installing and training deep learning using the Python keras library. Readers will also benefit from the inclusion of: A thorough introduction to the Internet of Things for human activity recognition, based on wearable sensor dataAn exploration of the benefits of neural networks in real-time environmental sensor data analysisPractical discussions of supervised learning data representation, neural networks for predicting physical activity based on smartphone sensor data, and deep-learning analysis of location sensor data for human activity recognitionAn analysis of boosting with XGBoost for sensor data analysis Perfect for industry practitioners and academics involved in deep learning and the analysis of sensor data, Sensor Data Analysis and Management: The Role of Deep Learning will also earn a place in the libraries of undergraduate and graduate students in data science and computer science programs.Country/Region of Manufacture: USGenre: Technology & EngineeringSubtitle: The Role of Deep LearningContributor: A. Suresh (Edited by), M. S. Irfan Ahmed (Edited by), R. Udendhran (Edited by)Author: A. SureshBook Series: IEEE PressRelease Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Sensor Data Analysis and Management
Title: Sensor Data Analysis and Management
EAN: 9781119682424
ISBN: 9781119682424
Release Date: 12/02/2021
Release Year: 2021
Country/Region of Manufacture: US
Genre: Technology & Engineering
Subtitle: The Role of Deep Learning
Contributor: R. Udendhran (Edited by)
Number of Pages: 224 Pages
Language: English
Publication Name: Sensor Data Analysis and Management : the Role of Deep Learning
Publisher: Wiley & Sons, Incorporated, John
Publication Year: 2021
Item Height: 0.7 in
Subject: Engineering (General), Electronics / General
Item Weight: 19 Oz
Type: Textbook
Subject Area: Technology & Engineering
Item Length: 9.6 in
Author: R. Udendhran
Item Width: 6.7 in
Series: IEEE Press Ser.
Format: Hardcover
