Randall A. Brown

According to our database1, Randall A. Brown authored at least 9 papers between 2013 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

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
MedTime: A temporal information extraction system for clinical narratives.
J. Biomed. Informatics, 2013


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