Yingying Chen

Dr. Chen researches wireless and systems security, mobile wireless networks, sensor networks, cognitive radios, distributed systems, and bioinformatics. She specializes in using machine learning techniques (e.g., clustering analysis and reinforcement learning) and data mining methods (e.g., dynamic Bayesian learning and ensemble learning) to classify and model the network, system, and healthcare related problems.

She is director of the Data Analysis and Information Security (DAISY) Lab, which focuses on both addressing the problems in information security, system privacy, and data integrity using statistical approaches and machine learning techniques, as well as building test beds to facilitate research in these areas.

Her research has resulted in co-authoring of a book entitled, “Securing Emerging Wireless Systems”, contributions to various journals and conference publications, and sponsorship from the National Science Foundation (NSF) and Department of Defense (DoD) Armament Research, Development and Engineering Center (ARDEC).

Research Images:
Selected Publications:
Jie Yang, Yingying Chen, Jerry Cheng. (2011). Improving Localization Accuracy of RSS-Based Lateration Methods in Indoor Environments, Ad Hoc & Sensor Wireless Networks
Yingying Chen, Hui Wang, Xiuyuan Zheng, and Jie Yang. (Jun 2010). A Reinforcement Learning-Based Framework for Prediction of Near Likely Nodes in Data-Centric Mobile Wireless Networks, in EURASIP Journal on Wireless Communications and Networking
Yanzhi Ren, Mooi Choo Chuah, Jie Yang, Yingying Chen. (Oct 2010). Detecting Wormhole Attacks in Delay Tolerant Networks, in IEEE Wireless Communications Magazine, special issue on Security & Privacy, Special issue on Security & Privacy. 17 (5), 36-42
Hongbo Liu, Zhenhua Liu, Yingying Chen, Wenyuan Xu. (Oct 2010). Determining the Position of a Jammer Using a Virtual-Force Iterative Approach, Springer Wireless Networks, the Journal of Mobile Communication, Computation and Information, 16 1-17
Jie Yang, Yanzhi Ren, Yingying Chen and Mooi Choo Chuah. ( 2010). A Social Community Based Approach for Reducing the Propagation of Infectious Diseases in Healthcare, ACM SIGMOBILE Mobile Computing and Communications Review (ACM MC2R)
Collaborators:
Yu-Dong Yao
Contact Information:

Yingying Chen
yingying.chen@stevens.edu
Phone: 201.216.8066
210 Burchard
Castle Point on Hudson
Hoboken NJ 07030

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