Sensor Data Analysis and Management

Lingua: inglese

Editore: John Wiley & Sons Nov 2021, 2021

1119682428 / 9781119682424

Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

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Descrizione dell’articolo da parte del venditore

Neuware - Discover detailed insights into the methods, algorithms, and techniques for deep learning in sensor data analysisSensor 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 data\* An exploration of the benefits of neural networks in real-time environmental sensor data analysis\* Practical 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 recognition\* An analysis of boosting with XGBoost for sensor data analysisPerfect 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.

Codice articolo 9781119682424

Titolo
Sensor Data Analysis and Management
Autore
A. Suresh
Editore
John Wiley & Sons Nov 2021
Anno di pubblicazione
2021
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
1119682428
ISBN 13
9781119682424
Peso dell'articolo
566 grammi
Dimensioni
250x175x16 mm

AHA-BUCH GmbH

Einbeck, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 5 a 7 giorni lavorativiDa 7 a 10 giorni lavorativi
Primo articoloEUR 30,50EUR 30,50
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