Personal information

Mathematical Modeling; Data Science; Resilient and Robust Network Design
United States

Biography

Bruce A Cox is an Assistant Professor at the Air Force Institute of Technology, chair of the Data Science Master’s program, and chair of the Cost Capability Analysis Certificate program. His research interests include large scale optimization, heuristic search, neural networks, and generative adversarial networks. He is an officer of the Cincinnati/Dayton Chapter of the Institute for Operations Research and Management Sciences (INFORMS) and a member of the Military Operations Research Society (MORS).

Activities

Employment (1)

Air Force Institute of Technology: Dayton, OH, US

2017-08 to present | Assistant Professor (Department of Operational Sciences)
Employment
Source: Self-asserted source
Bruce Cox

Education and qualifications (3)

Georgia Institute of Technology: Atlanta, GA, US

2006-08 to 2011-05 | Ph.D. (Industrial and Systems Engineering)
Education
Source: Self-asserted source
Bruce Cox

Virginia Commonwealth University: Richmond, VA, US

2003 to 2005 | Master of Science in Mathematics
Education
Source: Self-asserted source
Bruce Cox

Worcester Polytechnic Institute: Worcester, MA, US

1995 to 1999 | Bachelor of Science, Mathematics
Education
Source: Self-asserted source
Bruce Cox

Professional activities (5)

Military Operations Research Society: Alexandria, VA, US

Membership
Source: Self-asserted source
Bruce Cox

Institute for Operations Research and the Management Sciences: Catonsville, Maryland, US

Membership
Source: Self-asserted source
Bruce Cox

Institute for Operations Research and the Management Sciences: Catonsville, Maryland, US

2021-01 to present | Treasurer (Cincinnati-Dayton Chapter)
Membership
Source: Self-asserted source
Bruce Cox

Institute for Operations Research and the Management Sciences: Catonsville, Maryland, US

2020-01 to 2021-01 | President (Cincinnati Dayton Chapter)
Membership
Source: Self-asserted source
Bruce Cox

Institute for Operations Research and the Management Sciences: Catonsville, Maryland, US

2019-01 to 2020-01 | Vice President (Cincinnatti-Dayton Chapter)
Service
Source: Self-asserted source
Bruce Cox

Funding (5)

F-15 Modernization Scheduling

2019-09 to 2020-09 | Award
Air Force Life Cycle Management Center (Dayton, US)
Source: Self-asserted source
Bruce Cox

Long Duration War Gaming

2019-06 to 2020-05 | Award
Air Force Material Center A5 (Dayton, US)
Source: Self-asserted source
Bruce Cox

Masked

2019-03 to 2020-09 | Award
United States Africa Command (Stuttgart-Moehringen, US)
Source: Self-asserted source
Bruce Cox

Computer Vision Collaboration

2019-02 to present | Award
United States Air Force Research Laboratory (Wright-Patterson AFB, Ohio, US)
Source: Self-asserted source
Bruce Cox

Development of Mathematical Models to Inform the Location of a Portfolio of Coast Guard District 14 Assets

2018-02 to 2019-04 | Award
United States Coast Guard - Research and Development Center (New London, US)
Source: Self-asserted source
Bruce Cox

Works (13)

Aircraft detection from satellite imagery using synthetic data

The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology
2025-01-03 | Journal article
Contributors: Robert Everman; Torrey Wagner; Neil Ranly; Bruce Cox
Source: check_circle
Crossref

Natural language processing analysis of online reviews for small business: extracting insight from small corpora

Annals of Operations Research
2024-10 | Journal article
Contributors: Benjamin J. McCloskey; Phillip M. LaCasse; Bruce A. Cox
Source: check_circle
Crossref

Garbage In ≠ Garbage Out: Exploring GAN Resilience to Image Training Set Degradations

Expert Systems with Applications
2024-09 | Journal article
Contributors: Nicholas Crino; Bruce A. Cox; Nathan B. Gaw
Source: check_circle
Crossref

Verifying new instances of the multidemand multidimensional knapsack problem with instance space analysis

Computers & Operations Research
2024-02 | Journal article
Contributors: Matthew E. Scherer; Raymond R. Hill; Brian J. Lunday; Bruce A. Cox; Edward D. White
Source: check_circle
Crossref

A comparison of quaternion neural network backpropagation algorithms

Expert Systems with Applications
2023-12 | Journal article
Contributors: Jeremiah Bill; Bruce A. Cox; Lance Champagne
Source: check_circle
Crossref

Emotion classification of Indonesian Tweets using Bidirectional LSTM

Neural Computing and Applications
2023-05 | Journal article
Contributors: Aaron Glenn; Phillip LaCasse; Bruce Cox
Source: check_circle
Crossref

Benefits of using blended generative adversarial network images to augment classification model training data sets

The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology
2023-04-29 | Journal article
Contributors: Benjamin J McCloskey; Bruce A Cox; Lance Champagne; Trevor J Bihl
Source: check_circle
Crossref

Optimal heterogeneous search and rescue asset location modeling for expected spatiotemporal demands using historic event data

Journal of the Operational Research Society
2022-05-04 | Journal article
Contributors: Zachary T. Hornberger; Bruce A. Cox; Brian J. Lunday
Source: check_circle
Crossref

Deterrence against Terrorist Attacks in Sports‐Mega Events: A Method to Identify the Optimal Portfolio of Defensive Countermeasures

Risk Analysis
2022-03 | Journal article
Contributors: Marcelo Zawadzki; Gilberto Montibeller; Bruce Cox; Carmen Belderrain
Source: check_circle
Crossref

Developing a resilient, robust and efficient supply network in Africa

Journal of Defense Analytics and Logistics
2021-12-14 | Journal article
Contributors: Jade F. Preston; Bruce A. Cox; Paul P. Rebeiz; Timothy W. Breitbach
Source: check_circle
Crossref

Meta-Heuristic Optimization Methods for Quaternion-Valued Neural Networks

Mathematics
2021-04 | Journal article | Author
Contributors: Jeremiah; Lance Champagne; Bruce Cox; Trevor Bihl
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Decomposition Techniques for Bilinear Saddle Point Problems and Variational Inequalities with Affine Monotone Operators

Journal of Optimization Theory and Applications
2017-02 | Journal article
Source: Self-asserted source
Bruce Cox
grade
Preferred source (of 2)‎

Dual subgradient algorithms for large-scale nonsmooth learning problems

Mathematical Programming
2014-12 | Journal article
Source: Self-asserted source
Bruce Cox
grade
Preferred source (of 2)‎

Peer review (19 reviews for 4 publications/grants)

Review activity for Annals of operation research. (5)
Review activity for Expert systems with applications. (12)
Review activity for Neural computing & applications. (1)
Review activity for Omega (1)