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Online social networks : perspectives, applications and developments / Chee Wei Tan, editor.
- Format:
- Book
- Language:
- English
- Subjects (All):
- Online social networks--Safety measures.
- Online social networks.
- Online social networks--Security measures.
- Physical Description:
- 1 online resource (233 pages)
- Place of Publication:
- New York, NY : Nova Science Publishers, Inc., [2020]
- Summary:
- "This book consists of contributions from preeminent experts in the field of network science, signal processing and machine learning, focusing on the theoretical and algorithmic aspects of online social networking technologies. As online social networks provide an important and diverse medium for spreading and disseminating various types of information, this book offers new perspectives and applications of these large-scale networks in engineering cyber intelligence. The book introduces and explains how to design predictive analytics and computational tools, but also presents insights into forward-engineering new applications such as community detection, rumor source detection and large-scale online learning. Mathematical tools based on statistical inference, graph theory and machine learning as well as real-world data analysis are provided to help readers understand the advances in cyber intelligence. As such it is a valuable resource for graduate students and researchers in understanding the developments of online social networking technologies"-- Provided by publisher.
- Contents:
- Generalized modularity embedding : A general framework for network embedding / Cheng-Shang Chang, Ching-Chu Huang, Chia-Tai Chang, Duan-Shin Lee and Ping-En Lu, Institute of Communications Engineering, National Tsing Hua University, Hsinchu, Taiwan, China
- Epidemic source detection in complex networks / Roxana Alexandru and Pier Luigi Dragotti, Imperial College London, London, England
- Subgraph network for expanding structural feature space with application to graph data mining / Jinhuan Wang, Kunfeng Qiu, Yalu Shan, Qi Xuan and Guanrong Chen, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China, and others.
- Notes:
- Description based on print version record.
- ISBN:
- 1-5361-7388-6
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