| Using Agent-Based Simulation to Accurately Model Human Processes |
Mr. Cameron Mineo, Mr. Andrew Golomb and Ms. Emily Kenul |
| Populating a Virtual Conversation Database: Community Data Collection and Analysis |
Dr. Mark Davis, CAPT Brian Morgan, USN (Ret), CDR Dan Davis, USN (Ret), LCDR David Barnhill, USN and CAPT Daniel Burns, USN (Ret) |
| Use of Natural Language Processing (NLP) to Extract Technical Competency Frameworks from Maintenance Task Analyses (MTA) |
Mr. Wayne Gafford, Mr. Fritz Ray and Ms. Jeanne Kitchens |
| Stochastic Optimization in Machine Learning Pipelines: Selecting Features and Hyperparameters |
Dr. Robert Milletich and Dr. Anthony Asmar |
| Creating Agent Based Models to Support Decision Making from Semi-Structured and Unstructured Data |
Mr. Joseph Stoffa |
| Santos®: A Unique Physics-Based Virtual Human Model Enabling Scientific Analysis and Prediction of Warfighter Behavior |
Dr. Rajan Bhatt, Mr. Travis Klopfenstein, Ms. Kim Farrell, Mr. Chris Murphy and Dr. Karim Abdel-Malek |
| Less, but Better: Optimizing Naval Manpower Efficiency |
Ms. Emily Frost, Ms. Audra Podany and Mr. Andrew Martin |
| Deep Synthesis and De-Identification of Large Data Sets: A Comparative Analysis |
Mr. Eric White, Mr. Justin Whitlock, Mr. Andrew Turscak, Mr. Paul Terwilliger, Mr. Daniel Miller and Mr. Mark Moreno |
| Addressing the Challenges of Data-Driven Analysis in Intuition-Driven Organizations |
Dr. Charles Day and Dr. Brian Armstrong |
| A ResNet Autoencoder Approach for Time Series Classification of Cognitive State |
Mr. Paul Terwilliger, Mr. Jack Sarle, Mr. Shannon Walker and Dr. Angela Harrivel |
| Forecasting the Impact of Policy Interventions on Societal Behavior |
Dr. Brian Armstrong, Dr. Charles Day and Dr. Alok Chaturvedi |
