Big Data Analytics for Sensor-Network Collected Intelligence

Hui-Huang Hsu is a Professor in the Department of Computer Science and Information Engineering at Tamkang University in Taiwan. He also serves as the Dean of College of Engineering since August 2016. Previously, he was the Chairman of the Department. Prof. Hsu received both his Ph.D. and M.S. Degrees from the Department of Electrical and Computer Engineering at the University of Florida, USA. He got his B.E. degree in Electrical Engineering from Tamkang University. He has worked in the areas of machine learning, data mining, ambient intelligence, bio-medical informatics, and multimedia processing. Prof. Hsu is a senior member of the IEEE. He is also an Executive Board Member of Taiwanese Association for Artificial Intelligence (TAAI). Chuan-Yu Chang is Distinguished Professor and Dean of Research and Development at National Yunlin University of Science and Technology, Taiwan. He has more than 150 publications in journals and conference proceedings, and his research interests include machine learning, medical image processing, wafer defect inspection, digital watermarking, and pattern recognition. Ching-Hsien Hsu is a Professor in Department of Computer Science and Information Engineering at Chung Hua University, Taiwan. His research includes cloud computing, big data analytics, parallel and distributed systems, high performance computing, ubiquitous/pervasive computing and intelligence. Dr. Hsu is the Editor-in-Chief of International Journal of Grid and High Performance Computing and International Journal of Big Data Intelligence and serves as on the editorial board of a number of other journals. He has published 250 papers in refereed journals and conference proceedings and served as an author or editor of 10 books.

• Part I: Big Data Architecture and Platforms1. Big Data: A Classification of Acquisition and Generation Methods2. Cloud Computing Infrastructure for Data Intensive Applications3. Open Source Private Cloud Platforms for Big DataPart II: Big Data Processing and Management4. Efficient Nonlinear Regression-Based Compression of Big Sensing Data on Cloud5. Big Data Management on Wireless Sensor Networks6. Extreme Learning Machine and Its Applications in Big Data ProcessingPart III: Big Data Analytics and Services7. Spatial Big Data Analytics for Cellular Communication Systems8. Cognitive Applications and Their Supporting Architecture for Smart Cities9. Deep Learning for Human Activity Recognition10. Neonatal Cry Analysis and Categorization System Via Directed Acyclic Graph Support Vector MachinePart IV: Big Data Intelligence and IoT Systems11. Smart Building Applications and Information System Hardware Co-Design12. Smart Sensor Networks for Building Safety13. The Internet of Things and Its Applications14. Smart Railway Based on the Internet of Things