Big Data Analytics for Sensor-Network Collected Intelligence

Big Data Analytics for Sensor-Network Collected Intelligence explores state-of-the-art methods for using advanced ICT technologies to perform intelligent analysis on sensor collected data. The book shows how to develop systems that automatically detect natural and human-made events, how to examine people’s behaviors, and how to unobtrusively provide better services.

Big Data Analytics for Sensor-Network Collected Intelligence

Hui-Huang Hsu, Chuan-Yu Chang, Ching-Hsien Hsu

Academic Press

2017

Abstract

Big Data Analytics for Sensor-Network Collected Intelligence explores state-of-the-art methods for using advanced ICT technologies to perform intelligent analysis on sensor collected data. The book shows how to develop systems that automatically detect natural and human-made events, how to examine people’s behaviors, and how to unobtrusively provide better services.

The contents of the book is about Big Data Architecture and Platforms: Big Data: A Classification of Acquisition and Generation Methods; Cloud Computing Infrastructure for Data Intensive Applications; Open Source Private Cloud Platform for Big Data. Big Data Processing and management: Efficient Nonlinear Regression-Based Compression of Big Sensing Dara on Cloud; Big Data Management on Wireless Sensor Networks; Extreme Learning Machine and Its Applications in Big Data Processing. Big Data Analytics and Services: Spatial Big Data Analytics for Cellular Communication Systems; Cognitive Applications and Their Supporting Architecture for Smart Cities; Deep learning for Human Activity Recognition; Neonatal Cry Analysis and Categorization System Via Directed Acyclic Graph Support Vector Machine. Big Data Intelligence and IoT Systems: Smart Buiding Applications and Information System Hardware Co-Design; Smart Sensor Networks for Buiding Safety; The Internet of Things and Its Applications; Smart Railway Based on the Internet of things

Citation

Hui-Huang Hsu, Chuan-Yu Chang, Ching-Hsien Hsu. Big Data Analytics for Sensor-Network Collected Intelligence. Academic Press, 2017.

Collection

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