Randall A. Brown
According to our database1,
Randall A. Brown
authored at least 9 papers
between 2013 and 2021.
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Bibliography
2021
A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns.
MIS Q., 2021
Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach.
J. Manag. Inf. Syst., 2021
2019
Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach.
Proceedings of the 2019 IEEE International Conference on Intelligence and Security Informatics, 2019
2018
Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring.
IEEE J. Biomed. Health Informatics, 2018
A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care.
J. Biomed. Informatics, 2018
Motion Sensor-Based Assessment on Fall Risk and Parkinson's Disease Severity: A Deep Multi-Source Multi-Task Learning (DMML) Approach.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
2017
Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach.
MIS Q., 2017
2014
Time-to-Event Predictive Modeling for Chronic Conditions Using Electronic Health Records.
IEEE Intell. Syst., 2014
2013
J. Biomed. Informatics, 2013