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Randall A. Brown
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2020 – today
- 2021
- [j7]Shuo Yu, Yidong Chai, Hsinchun Chen, Randall A. Brown, Scott J. Sherman, Jay F. Nunamaker Jr.:
Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach. J. Manag. Inf. Syst. 38(4): 1095-1121 (2021) - [j6]Hongyi Zhu, Sagar Samtani, Randall A. Brown, Hsinchun Chen:
A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns. MIS Q. 45(2) (2021)
2010 – 2019
- 2019
- [c2]Po-Yi Du, Mohammadreza Ebrahimi, Ning Zhang, Hsinchun Chen, Randall A. Brown, Sagar Samtani:
Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. ISI 2019: 110-115 - 2018
- [j5]Hongyi Zhu, Hsinchun Chen, Randall A. Brown:
A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care. J. Biomed. Informatics 84: 148-158 (2018) - [j4]Shuo Yu, Hsinchun Chen, Randall A. Brown:
Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring. IEEE J. Biomed. Health Informatics 22(6): 1847-1853 (2018) - [c1]Shuo Yu, Hsinchun Chen, Randall A. Brown, Scott J. Sherman:
Motion Sensor-Based Assessment on Fall Risk and Parkinson's Disease Severity: A Deep Multi-Source Multi-Task Learning (DMML) Approach. ICHI 2018: 174-179 - 2017
- [j3]Yu-Kai Lin, Hsinchun Chen, Randall A. Brown, Shu-Hsing Li, Hung-Jen Yang:
Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach. MIS Q. 41(2): 473-495 (2017) - 2014
- [j2]Yu-Kai Lin, Hsinchun Chen, Randall A. Brown, Shu-Hsing Li, Hung-Jen Yang:
Time-to-Event Predictive Modeling for Chronic Conditions Using Electronic Health Records. IEEE Intell. Syst. 29(3): 14-20 (2014) - 2013
- [j1]Yu-Kai Lin, Hsinchun Chen, Randall A. Brown:
MedTime: A temporal information extraction system for clinical narratives. J. Biomed. Informatics 46(6): S20-S28 (2013)
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