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about:personnel:peter [2021/01/20 15:16]
sally.johnson 		about:personnel:peter [2021/06/16 08:10] (current)
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 **<fs x-large>Peter Beling, Ph.D.</fs>** **<fs x-large>Peter Beling, Ph.D.</fs>**
  
-{{:personnel:peter_beling.jpg?200 |}}+{{:personnel:peter_beling.jpg?300|}}
  
-**<fs large>Contact Information</fs>**\\ +//CVDI Site Director | Associate Professor - Department of Systems and Information Engineering | University of Virginia//\\
-Phone: (804) 982-2066\\ +
-Email: beling@virginia.edu\\ +
-Website: http://www.people.virginia.edu/~pb3a/homepage.html\\+
  
-**<fs large>Education</fs>**\\ +====Contact Information====
-Ph.D - Industrial Engineering and Operations Research +
-University of California at Berkeley (1991)\\+
  
-M.S. - Operations Research +**Phone:** (804) 982-2066\\ 
-George Washington University (1987)\\+**Email:** [[beling@virginia.edu]]\\ 
 +**Website:** http://www.people.virginia.edu/~pb3a/homepage.html\\
  
-B.A. - Mathematics +====Education==== 
-University of Virginia (1985)\\+ 
 +  * Ph.D - Industrial Engineering and Operations Research | University of California at Berkeley (1991)\\ 
 +  * M.S. - Operations Research | George Washington University (1987)\\ 
 +  * B.A. - Mathematics | University of Virginia (1985)\\
  
 ====Biography==== ====Biography====
 +
 Peter A. Beling is Site Director for the University of Virginia (UVA) CVDI site. He is an associate professor in the Department of Systems and Information Engineering. Dr. Beling received his Ph.D. in Operations Research from the University of California at Berkeley and has held positions at the Center for Naval Analyses and the IBM Almaden Research Center. Dr. Beling’s research interests are in data analytics and decision-making in complex systems, with emphasis on adaptive decision support systems and reinforcement learning. His research has found application in a variety of domains, including smart manufacturing, resilient cyber physical systems, finance, and consumer credit.  He also directs the Adaptive Decision Systems Laboratory, which focuses on data analytics and decision support in cyber-physical systems. He is the co-founder of the Financial Decision Engineering research group at UVA, which is a focal point for research on systems engineering approaches to decisions and analyses in the financial and consumer credit domains. Dr. Beling has served as editor and reviewer for many academic journals. He has served as a member of two National Research Council panels. Peter A. Beling is Site Director for the University of Virginia (UVA) CVDI site. He is an associate professor in the Department of Systems and Information Engineering. Dr. Beling received his Ph.D. in Operations Research from the University of California at Berkeley and has held positions at the Center for Naval Analyses and the IBM Almaden Research Center. Dr. Beling’s research interests are in data analytics and decision-making in complex systems, with emphasis on adaptive decision support systems and reinforcement learning. His research has found application in a variety of domains, including smart manufacturing, resilient cyber physical systems, finance, and consumer credit.  He also directs the Adaptive Decision Systems Laboratory, which focuses on data analytics and decision support in cyber-physical systems. He is the co-founder of the Financial Decision Engineering research group at UVA, which is a focal point for research on systems engineering approaches to decisions and analyses in the financial and consumer credit domains. Dr. Beling has served as editor and reviewer for many academic journals. He has served as a member of two National Research Council panels.
  
 ====Investigated Projects (PI)==== ====Investigated Projects (PI)====
-Graph Reinforcement Learning for Smart Manufacturing 8a.026.UVA + 
-General Techniques for Explaining/Interpreting Deep Neural Networks 8a.004.UVA +  * [[projects:year9:9a.018.uva|9a.018.UVA - Improving Model Performance via Private Multi-Party Leaning of Hidden Features]]\\ 
-Development of Human and Machine Predictive Maintenance and Care Service Based on Industrial Internet of Things (IIoT) 7a.032.UVA +  * [[projects:year8:8a.026.uva|Graph Reinforcement Learning for Smart Manufacturing 8a.026.UVA]]\\ 
-Privacy Preserving Multi-Party Analytics 7a.013.UVA +  * [[projects:year8:8a.004.uva|General Techniques for Explaining/Interpreting Deep Neural Networks 8a.004.UVA]]\\ 
-Adversarial Learning in Credit Card Fraud 6a.058.UVA +  * [[projects:year7:7a.032.uva|Development of Human and Machine Predictive Maintenance and Care Service Based on Industrial Internet of Things (IIoT) 7a.032.UVA]]\\ 
-Development of Human & Machine Predictive Maintenance and Care Service Based on Industrial IoT 6a.056.UVA +  * [[projects:year7:7a.013.uva|Privacy Preserving Multi-Party Analytics 7a.013.UVA]]\\ 
-Reinforcement Learning Approaches to Intent Inference in Autonomous Vehicles 6a.054.UVA+  * [[projects:year6:6a.058.uva|Adversarial Learning in Credit Card Fraud 6a.058.UVA]]\\ 
 +  * [[projects:year6:6a.056.uva|Development of Human & Machine Predictive Maintenance and Care Service Based on Industrial IoT 6a.056.UVA]]\\ 
 +  * [[projects:year6:6a.054.uva|Reinforcement Learning Approaches to Intent Inference in Autonomous Vehicles 6a.054.UVA]]\\
  
 ====Investigated Projects (Co-PI)==== ====Investigated Projects (Co-PI)====
-IoT Data Trustworthiness and Sentinels 6a.051.UVA+ 
 +  * [[projects:year6:6a.051.uva|IoT Data Trustworthiness and Sentinels 6a.051.UVA]]\\
  
 ====Involved Projects (Researcher)==== ====Involved Projects (Researcher)====
-A Cyberinfrastructure System for Real-Time Flood Forecasting in Low-Relief Coastal Plain Basins 7a.005.UL_UVA+ 
 +  * [[projects:year7:7a.005.ul_uva|A Cyberinfrastructure System for Real-Time Flood Forecasting in Low-Relief Coastal Plain Basins 7a.005.UL_UVA]]\\
  
 ====Publications==== ====Publications====
 +
   * Adler, I. and Beling, P., “Polynomial Algorithms for LP over a Subring of the Algebraic Integers with Applications to LP with Circulant Matrices”, Mathematical Programming, 57, pp. 121-143, 1992.\\   * Adler, I. and Beling, P., “Polynomial Algorithms for LP over a Subring of the Algebraic Integers with Applications to LP with Circulant Matrices”, Mathematical Programming, 57, pp. 121-143, 1992.\\
   * Adler, I. and Beling, P., “Polynomial Algorithms for Linear Programming over the Algebraic Numbers”, Algorithmica, 12, pp. 436-457, 1994.\\   * Adler, I. and Beling, P., “Polynomial Algorithms for Linear Programming over the Algebraic Numbers”, Algorithmica, 12, pp. 436-457, 1994.\\
about/personnel/peter.1611177372.txt.gz · Last modified: 2021/01/20 15:16 by sally.johnson

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