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Matthew Baucum
Matthew Baucum
Bestätigte E-Mail-Adresse bei tntech.edu
Titel
Zitiert von
Zitiert von
Jahr
Improving deep reinforcement learning with transitional variational autoencoders: A healthcare application
M Baucum, A Khojandi, R Vasudevan
IEEE Journal of Biomedical and Health Informatics 25 (6), 2273-2280, 2020
202020
Modeling public responses to soft-target transportation terror
M Baucum, H Rosoff, R John, W Burns, P Slovic
Environment Systems and Decisions 38, 239-249, 2018
72018
Predicting severity in people with aphasia: A natural language processing and machine learning approach
M Day, RK Dey, M Baucum, EJ Paek, H Park, A Khojandi
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
62021
Temporal and geospatial gradients of fear and anger in social media responses to terrorism
M Baucum, J Cui, RS John
ACM Transactions on Social Computing 2 (4), 1-16, 2020
52020
Estimating Johnson-Cook material parameters using neural networks
NA Titu, M Baucum, T No, M Trotsky, J Karandikar, TL Schmitz, ...
Procedia Manufacturing 53, 680-689, 2021
32021
Optimizing Patient-Specific Medication Regimen Policies Using Wearable Sensors in Parkinson’s Disease
M Baucum, A Khojandi, R Vasudevan, R Ramdhani
Management Science, 2023
22023
Using Verb Fluency, Natural Language Processing, and Machine Learning to Detect Alzheimer’s Disease
A Soni, B Amrhein, M Baucum, EJ Paek, A Khojandi
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
22021
Modeling affective and cognitive responses to soft-target terrorism over time
M Baucum, RS John, W Burns, KE Portney, JL Mumpower
Environment Systems and Decisions 41, 227-235, 2021
22021
The psychophysics of terror attack casualty counts
M Baucum, R John
Risk analysis 40 (2), 399-407, 2020
22020
Gradients of fear and anger in the social media response to terrorism
M Baucum, R John
22019
Adapting Reinforcement Learning Treatment Policies Using Limited Data to Personalize Critical Care
M Baucum, A Khojandi, R Vasudevan, R Davis
INFORMS Journal on Data Science 1 (1), 27-49, 2022
12022
Contrasting Perceptions of Video Surveillance and Security Patrols in Quasi-Public Spaces
M Baucum, K Nguyen, RS John
Available at SSRN 3204004, 2018
12018
Causal evidence in risk and policy perceptions: Applying the covariation/mechanism framework
M Baucum, R John
Acta psychologica 186, 90-103, 2018
12018
Optimizing Substance Use Treatment Selection Using Reinforcement Learning
M Baucum, A Khojandi, C Myers, L Kessler
ACM Transactions on Management Information Systems 14 (2), 1-30, 2023
2023
1259: CHARACTERIZATION AND PREDICTION OF NOREPINEPHRINE RESPONSE IN CRITICALLY ILL ADULTS
F Gunturkun, A Khojandi, P Ayvat, R Davis, M Baucum, L Chinthala, ...
Critical Care Medicine 51 (1), 628, 2023
2023
Hidden Markov models as recurrent neural networks: An application to Alzheimer's disease
M Baucum, A Khojandi, T Papamarkou
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021
2021
Generating Realistic Patient Trajectories with Transitional Variational Autoencoders
M Baucum, A Khojandi, R Fernandez
42nd Annual Meeting of the Society for Medical Decision Making, 2021
2021
Improving Reinforcement Learning Techniques for Medical Decision Making
M Baucum
2021
Hidden Markov models are recurrent neural networks: A disease progression modeling application
M Baucum, A Khojandi, T Papamarkou
2020
Lay judgements of the probable cause standard
M Baucum, N Scurich, RS John
Law, Probability and Risk 17 (3), 225-242, 2018
2018
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