CURRICULUM VITAE
PERSONAL INFORMATION
Name: Address: Tel: Email: Web: WEIFENG "AARON" LIU 1100 University Street, #8J, SEATTLE, WA 98101 USA +1-206-617-5548 weifeng@ieee.org http://www.cnel.ufl.edu/~weifeng
EDUCATION
2008 Ph.D. Electrical and Computer Engineering, University of Florida 2005 M. Sc. Electrical Engineering, Shanghai Jiao Tong University 2003 B. Sc. Electrical Engineering, Shanghai Jiao Tong University
RESEARCH INTERESTS
Kernel methods, Gaussian processes, machine learning, data mining, adaptive filtering
PROFESSIONAL EXPERIENCE
2008-pres. Engineer of Demand Forecasting, Amazon.com Inc., Seattle, Washington, USA Concentration: Demand forecasting, seasonality modeling and large-scale data mining, distributed system design/implementation 2005-2008 Research Assistant, Computational NeuroEngineering Laboratory, University of Florida, Gainesville, Florida, USA Concentration: Adaptive filtering, machine learning and nonlinear signal processing 2003-2005 Research Assistant, Bell Joint Lab, Shanghai Jiao Tong University, Shanghai, China Concentration: Wireless communications, reconfigurable radio and embedded system design
PUBLICATIONS
Books and book chapters
6. Weifeng Liu, J. C. Principe, Simon Haykin. Kernel Adaptive Filtering: A Comprehensive Introduction, under contract with John Wiley, expected publication 2010 5. Jose C. Principe, Deniz Erdogmus, Weifeng Liu, "Adaptive Information Filtering with
Curriculum Vitae, by Liu Weifeng Page 1
Error Entropy and Error Correntropy Criteria," in Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives, J. C. Principe, Springer Verlag, 2009 (Chapter 3) 4. Jose C. Principe, Deniz Erdogmus, Rodney Morejon, Weifeng Liu, "Nonlinear Adaptive Filtering with MEE, MCC and Applications," in Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives, J. C. Principe, Springer Verlag, 2009 (Chapter 5) 3. Jose C. Principe, Weifeng Liu, P. Pokharel, J. Xu, Sohan Seth, "Correntropy for Random Variables: Properties, and Applications in Statistical Inference," in Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives, J. C. Principe, Springer Verlag, 2009 (Chapter 10) 2. Jose C. Principe, P. Pokharel, I. Santamaria, J. Xu, K. Jeong, Weifeng Liu, R. Li, "Correntropy for Random Processes: Properties, and Applications in Signal Processing," in Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives, J. C. Principe, Springer Verlag, 2009 (Chapter 11) 1. Rendong Ying, Xiaolan Zhang, Lichun Shao, Weifeng Liu, "Remote Control Solution for Household Electrical Appliances based on JINGWEI Reference Board (Intel StrongARM SA-1110)," in Selected Designs of National Undergraduate Embedded System Design Contest, Shanghai Jiao Tong University Press, 2002

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