Randall A. Brown

432 total citations
12 papers, 304 citations indexed

About

Randall A. Brown is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Health Information Management. According to data from OpenAlex, Randall A. Brown has authored 12 papers receiving a total of 304 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Computer Vision and Pattern Recognition, 4 papers in Artificial Intelligence and 3 papers in Health Information Management. Recurrent topics in Randall A. Brown's work include Context-Aware Activity Recognition Systems (4 papers), Machine Learning in Healthcare (3 papers) and Technology Use by Older Adults (3 papers). Randall A. Brown is often cited by papers focused on Context-Aware Activity Recognition Systems (4 papers), Machine Learning in Healthcare (3 papers) and Technology Use by Older Adults (3 papers). Randall A. Brown collaborates with scholars based in United States, Taiwan and Singapore. Randall A. Brown's co-authors include Hsinchun Chen, Yu-Kai Lin, Shuo Yu, Hung‐Jen Yang, Shu‐Hsing Li, Hongyi Zhu, Scott J. Sherman, Yidong Chai, Jay F. Nunamaker and William P. Evans and has published in prestigious journals such as MIS Quarterly, Journal of Management Information Systems and Journal of Biomedical Informatics.

In The Last Decade

Randall A. Brown

12 papers receiving 289 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Randall A. Brown United States 8 109 90 54 52 30 12 304
Gorka Epelde Spain 10 236 2.2× 58 0.6× 48 0.9× 36 0.7× 8 0.3× 45 509
Sergio Guillén Spain 11 51 0.5× 77 0.9× 38 0.7× 67 1.3× 16 0.5× 43 366
Hamdan O. Alanazi Malaysia 8 98 0.9× 60 0.7× 64 1.2× 36 0.7× 8 0.3× 12 310
Marion Blount United States 9 54 0.5× 79 0.9× 43 0.8× 67 1.3× 18 0.6× 17 298
N. Maglaveras Greece 8 67 0.6× 51 0.6× 50 0.9× 39 0.8× 17 0.6× 12 313
Ioannis Kouris Greece 11 39 0.4× 63 0.7× 33 0.6× 43 0.8× 7 0.2× 40 361
Taqdir Ali South Korea 13 148 1.4× 73 0.8× 117 2.2× 22 0.4× 12 0.4× 40 440
Luis Kun United States 9 23 0.2× 42 0.5× 45 0.8× 53 1.0× 11 0.4× 42 298
Stefano Bromuri Switzerland 14 250 2.3× 122 1.4× 55 1.0× 39 0.8× 18 0.6× 53 567
Mário W. L. Moreira Brazil 13 94 0.9× 32 0.4× 85 1.6× 31 0.6× 20 0.7× 29 425

Countries citing papers authored by Randall A. Brown

Since Specialization
Citations

This map shows the geographic impact of Randall A. Brown's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Randall A. Brown with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Randall A. Brown more than expected).

Fields of papers citing papers by Randall A. Brown

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Randall A. Brown. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Randall A. Brown. The network helps show where Randall A. Brown may publish in the future.

Co-authorship network of co-authors of Randall A. Brown

This figure shows the co-authorship network connecting the top 25 collaborators of Randall A. Brown. A scholar is included among the top collaborators of Randall A. Brown based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Randall A. Brown. Randall A. Brown is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

12 of 12 papers shown
1.
Zhu, Hongyi, Sagar Samtani, Randall A. Brown, & Hsinchun Chen. (2021). A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns. MIS Quarterly. 45(2). 859–896. 5 indexed citations
2.
Yu, Shuo, Yidong Chai, Hsinchun Chen, et al.. (2021). Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach. Journal of Management Information Systems. 38(4). 1095–1121. 22 indexed citations
3.
4.
Zhu, Hongyi, Hsinchun Chen, & Randall A. Brown. (2018). A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care. Journal of Biomedical Informatics. 84. 148–158. 31 indexed citations
5.
Yu, Shuo, Hsinchun Chen, Randall A. Brown, & Scott J. Sherman. (2018). Motion Sensor-Based Assessment on Fall Risk and Parkinson's Disease Severity: A Deep Multi-Source Multi-Task Learning (DMML) Approach. 174–179. 11 indexed citations
6.
Yu, Shuo, Hsinchun Chen, & Randall A. Brown. (2017). Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring. IEEE Journal of Biomedical and Health Informatics. 22(6). 1847–1853. 60 indexed citations
7.
Lin, Yu-Kai, Hsinchun Chen, Randall A. Brown, Shu‐Hsing Li, & Hung‐Jen Yang. (2017). Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach1. MIS Quarterly. 41(2). 473–495. 111 indexed citations
8.
Lin, Yu-Kai, et al.. (2014). Time-to-Event Predictive Modeling for Chronic Conditions Using Electronic Health Records. IEEE Intelligent Systems. 29(3). 14–20. 8 indexed citations
9.
Lin, Yu-Kai, Hsinchun Chen, Randall A. Brown, Shu‐Hsing Li, & Hung‐Jen Yang. (2014). Predictive Analytics for Chronic Care: A Time-to-Event Modeling Framework Using Electronic Health Records. SSRN Electronic Journal. 1 indexed citations
10.
Lin, Yu-Kai, Hsinchun Chen, & Randall A. Brown. (2013). MedTime: A temporal information extraction system for clinical narratives. Journal of Biomedical Informatics. 46. S20–S28. 38 indexed citations
11.
Brown, Randall A., et al.. (2003). Familial Functioning as a Support System for Adolescents' Postdetention Success. International Journal of Offender Therapy and Comparative Criminology. 47(5). 529–541. 9 indexed citations
12.
Taha, Zahari, Randall A. Brown, & David Wright. (1996). Realistic animation of human figures using artificial neural networks. Medical Engineering & Physics. 18(8). 662–669. 5 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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