Yizong Cheng

Yizong Cheng

Associate Professor

Rhodes Hall

812A

CEAS - Elec Eng & Computer Science - 0030

Education

Ph.D, Purdue University 1986

Research and Practice Interests

Self-organizing algorithms; Similarity and uncertainty representations; Computational biology; Machine learning; Digital libraries; Computer networks; Compilers. Test

Research Support

Grant: #OSP 03106 Investigators:Cheng, Yizong 07-01-2002 -04-03-2005 Procter & Gamble Company Systematic Analysis of Gene Networks Role:PI $126,767.00 Closed Level:Industry

Grant: #SRS 006205 Investigators:Cheng, Yizong 06-01-2009 -12-31-2011 Procter & Gamble Company Modeling Discovery by Analyzing Evolving Knowledge Networks Role:PI $100,000.00 Closed Level:Industry

Grant: #Project Number 201674 Investigators:Cheng, Yizong 05-01-2012 -04-30-2013 Procter & Gamble Company Genome-Based Multi-Ingredient Treatment Selection Role:PI $100,000.00 Active Level:Industry

Publications

Peer Reviewed Publications

Xie Q.;Cheng Y. (01-01-2014. )K-Centers Mean-shift Reverse Mean-shift clustering algorithm over heterogeneous wireless sensor netw.Wireless Telecommunications Symposium, ,

Cheng Y.;Lu C.;Wang N. (12-01-2013. )Local k-core clustering for gene networks.Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013, ,9-15

Xie Q.;Cheng Y. (09-09-2013. )K-centers Min-Max clustering algorithm over heterogeneous wireless sensor networks.Wireless Telecommunications Symposium, ,

Cheng Y.;Liu A.;Guo Y.;Qi X. (11-01-2004. )Computational models for the helix tilt angle.Journal of Chemical Information and Computer Sciences, ,44 (6 ),1952-1960

Cheng Y. (01-01-1998. )Batch self-organizing maps on a unit sphere .IEEE International Conference on Neural Networks - Conference Proceedings, ,3 ,2273-2276

Cheng Y. (11-15-1997. )Convergence and Ordering of Kohonen's Batch Map.Neural Computation, ,9 (8 ),1667-1676

Cheng Y. (01-01-1995. )Mean Shift, Mode Seeking, and Clustering.IEEE Transactions on Pattern Analysis and Machine Intelligence, ,17 (8 ),790-799

Cheng Y. (12-01-1994. )Fuzzy clustering as blurring .IEEE International Conference on Fuzzy Systems, ,3 ,1830-1834

Yang Y.;Cheng Y.;Zhao R.;Govind R. (12-01-1994. )Process optimization using neural networks .IEEE International Conference on Neural Networks - Conference Proceedings, ,7 ,4635-4639

Cheng Y.;Kashyap R. (01-01-1992. )Study of associative evidential reasoning .IEEE Transactions on Pattern Analysis and Machine Intelligence, ,v (n ),623-631

Cheng Y.;Kashyap R. (01-01-1989. )A Study of Associative Evidential Reasoning.IEEE Transactions on Pattern Analysis and Machine Intelligence, ,11 (6 ),623-631

Cheng Y.;Kashyap R. (03-01-1988. )An axiomatic approach for combining evidence from a variety of sources.Journal of Intelligent and Robotic Systems, ,1 (1 ),17-33

Kashyap R.;Cheng Y. (12-01-1986. )CONSISTENCY PROBLEM OF STATISTICAL INDEPENDENCE ASSUMPTIONS. 68-69

Cheng Y.;Kashyap R. (12-01-1986. )CONSTRUCTION AND INTERPRETATIONS OF FORMULAS FOR COMBINING EVIDENCE. Proceedings - International Conference on Pattern Recognition, ,1226-1229

Cheng Y.;Kashyap R. (03-26-1986. )Study of the different methods for combining evidence.Proceedings of SPIE - The International Society for Optical Engineering, ,635 ,384-393

Cheng Y.;Fu K. (01-01-1985. )Conceptual Clustering in Knowledge Organization.IEEE Transactions on Pattern Analysis and Machine Intelligence, ,PAMI-7 (5 ),592-598