PUBLICATIONS
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
Differential Excretory/Secretory Proteome of the Adult Female and Male Stages of the Human Blood Fluke, Schistosoma mansoni
Frontiers in Parasitology, 18 July 2022, doi: 10.3389/fpara.2022.950744 Eric T. Kenney1, Victoria H. Mann1, Wannaporn Ittiprasert1, Bruce A. Rosa2, Makedonka Mitreva2, Bethany K. Bracken3, Alex Loukas4, Paul J. Brindley1 and Javier Sotillo5 Intricate molecular communication
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
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
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
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
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