PUBLICATIONS

Artificial Intelligence

Ecological and Coevolutionary Dynamics in Modern Markets Yield Nonstationarity in Market Efficiencies

Van Oort, C., Ring, J.H., Dewhurst, D., Danforth, C. and Tivnan, B. Complexity, Volume 2022, Article ID 7109529 (June 2022) U.S. stock market is one of the largest and most complex marketplaces in the global financial system. Over the past

Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations

Pfeffer, A., Harradon, M., Campolongo, J., and Cvijic, S. arXiv:2110.02325 (October 2021) We introduce Scruff, a new framework for developing AI systems using probabilistic programming. Scruff enables a variety of representations to be included, such as code with stochastic choices,

Demonstration of an Explainable AI System Performing Human-Machine Teaming in a Real-Time Strategy Game

Moody, V., Druce, J., and Niehaus, J. Educational Advances in Artificial Intelligence 2022 (EAAI-22) (February 2022) In this paper we demonstrate the use of an Explainable Artificial Intelligence (XAI) system that enables users to team effectively with Artificial Intelligence (AI)

Towards Incorporating Artificial Intelligence in the Mission Planning Process

Kane, S., Moody, V, and Harradon, M. HCI International, Washington, DC (June 2021) While there are numerous powerful tools to support Navy mission planning, the mission planning process still remains a hybrid planning activity across human operators and advanced tools.

Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program

Druce, J.1, Niehaus, J.2, Moody, V.1, Jensen, D.2, Littman, M.3 arXiv:2106.05506v1 (June 2021) The advances in artificial intelligence enabled by deep learning architectures are undeniable. In several cases, deep neural network driven models have surpassed human level performance in benchmark

The Growing Amplification of Social Media: Measuring Temporal and Social Contagion Dynamics for Over 150 Languages on Twitter for 2009–2020

Alshaabi, T., Dewhurst, D., Minot, J., Arnold, M., Adams, J., Danforth, C., and Dodds, P. EPJ Data Sci. 10, 15 (March 2021) Working from a dataset of 118 billion messages running from the start of 2009 to the end of

Ecological and Coevolutionary Dynamics in Modern Markets Yield Nonstationarity in Market Efficiencies

Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations

Demonstration of an Explainable AI System Performing Human-Machine Teaming in a Real-Time Strategy Game

Toward Intuitive Understanding of Complex Astrodynamics Using Distributed Augmented Reality

Advanced Maui Optical and Space Surveillance Technologies Conference (AMOS), Maui, HI (September 2021) Stouch, D., Balasuriya, U., Hyland, R., Bird, L., Jenkins, M., and Kingsley, C. Existing capabilities and future possibilities can help multiple users

Design and Development of a Prototype Heads-up Display that Supports Context-aware, Semi-automated, Hands-free Medical Documentation

McGeorge, N., Latiff, S., Muller, C., Dong, L., Chewning, C., Friedson-Trujillo, D., and Kane, S. International Symposium on Human Factors and Ergonomics in Health Care, HFES, 2021, Virtual Symposium. Military and civilian medical personnel across

HyWorM: An Experiment in Dynamic Improvement of Analytic Processes

Trewhitt, E.1, Whitaker, E.1, Veinott, E.2, Thomas, R.3, Riley, M.1, McDermott, A.4, Eusebi, L.4, Dougherty, M.5, Illingworth, D.5, Guarino, S.4 International Conference on Human-Computer Interaction (July 2021) HyWorM is an approach and implementation for guiding

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