Peter A. Beling

Associate Professor, Systems and Information Engineering

Primary Location

PO BOX 400747 151 Engineer's Way
Olsson Hall, Rm. 111A

Primary Phone Number

434.982.2066

Fax Number

434.982.2972

[email protected]

Website

http://www.sys.virginia.edu/people/pab.html

Bio & Overview

Optimization theory and practice; financial engineering; computational intelligence; research programs on credit scoring, financial information systems, linear and quadratic optimization, topological network design, and classification Decision modeling in complex and cyber-physical systems Adaptive decision systems Reinforcement and inverse reinforcement learning Probabilistic machine learning Data-driven process improvement in smart manufacturing systems Decision modeling in consumer lending financial markets Decision models for cybersecurity assessment

Academic Information

Department: Systems and Information Engineering

Academic Title: Associate Professor

Research Interests

Optimization theory and practice; financial engineering; computational intelligence

Research Disciplines

Systems and Information Engineering

Selected Publications

Choo B, Landau M, DeVore M, Beling PA, Statistical analysis-based error models for the Microsoft Kinect(TM) depth sensor., 2014; Sensors (Basel, Switzerland). 14(9) 17430-50. PMID: 25237896 | PMCID: PMC4208232

Rajaratnam K , Beling P , Overstreet G , Scoring decisions in the context of economic uncertainty, 2010; Journal of the Operational Research Society. 61(3) 421-429. PMID:

Beling P , Overstreet G , Rajaratnam K , Estimation error in regulatory capital requirements: theoretical implications for consumer bank profitability, 2010; Journal of the Operational Research Society. 61(3) 381-392. PMID:

Zhao Y, Patek SD, Beling PA, Decentralized Bayesian search using approximate dynamic programming methods., 2008; IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society. 38(4) 970-5. PMID: 18632386

Morris Allan T, Beling Peter A, Extracting Acyclic Dependency Models from Quality Standards for COTS Software Evaluation, 2006; Journal of Aerospace Computing, Information, and Communication. 3(7) 327-339. PMID:

Zhu H , Beling P A, Overstreet G A, A Bayesian framework for the combination of classifier outputs, 2002; Journal of the Operational Research Society. 53(7) 719-727. PMID: