Richard B. Sowers

28 papers C 3Journal 13Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Continuous Heart Rate Recovery Monitoring With ECG Signals From Wearables: Identifying Risk Groups in the General Population.
IEEE J. Biomed. Health Informatics
Ayse Dogan, Alka Bishnoi, Richard B. Sowers, Manuel E. Hernandez
2024 — conf
Physical, Social and Cognitive Stressor Identification using Electrocardiography-derived Features and Machine Learning from a Wearable Device.
EMBC
Maxine He, Jonathan Cerna, Abdulrahman Alkurdi, Ayse Dogan, Jennifer Zhao, Jean L. Clore, Richard B. Sowers, Elizabeth T. Hsiao-Wecksler, Manuel E. Hernandez
2023 J jnl
A Deep Learning Approach for Automatic and Objective Grading of the Motor Impairment Severity in Parkinson's Disease for Use in Tele-Assessments.
Sensors
Mehar Singh, Prithvi Prakash, Rachneet Kaur, Richard B. Sowers, James Robert Brasic, Manuel Enrique Hernandez
2023 — conf
A Deep Learning Approach for Grading of Motor Impairment Severity in Parkinson's Disease.
EMBC
Prithvi Prakash, Rachneet Kaur, Joshua Levy, Richard B. Sowers, James R. Brasic, Manuel E. Hernandez
2023 J jnl
A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions - A Deep Learning Approach.
IEEE J. Biomed. Health Informatics
Rachneet Kaur, Robert W. Motl, Richard B. Sowers, Manuel E. Hernandez
2023 J jnl
Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait.
IEEE Trans. Biomed. Eng.
Rachneet Kaur, Joshua Levy, Robert W. Motl, Richard B. Sowers, Manuel E. Hernandez
2022 J jnl
Near-Collision Dynamics in a Noisy Car-Following Model.
SIAM J. Appl. Math.
Hossein Nick Zinat Matin, Richard B. Sowers
2021 C conf
Approximating the Transition Probability Function Corresponding to the Solution of Stochastic Optimal Velocity Dynamical Model.
ACC
Hossein Nick Zinat Matin, Richard B. Sowers
2021 — conf
Designing a closed loop system to achieve real-time evaluation and manipulation of state anxiety while walking in virtual reality.
NER
Siwen Wang, Ryu Okubo, Gekai Liao, Conrad Ku, Richard B. Sowers, Manuel E. Hernandez
2021 — conf
Feasibility of VR Technology in Eliciting State Anxiety Changes While Walking in Older Women.
EMBC
Liran Ziegelman, Abdulrahman Alkurdi, Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Elizabeth T. Hsiao-Wecksler, Manuel E. Hernandez
2021 J jnl
Predicting Multiple Sclerosis From Gait Dynamics Using an Instrumented Treadmill: A Machine Learning Approach.
IEEE Trans. Biomed. Eng.
Rachneet Kaur, Zizhang Chen, Robert W. Motl, Manuel E. Hernandez, Richard B. Sowers
2020 — conf
Automatic Identification of Brain Independent Components in Electroencephalography Data Collected while Standing in a Virtually Immersive Environment - A Deep Learning-Based Approach.
EMBC
Rachneet Kaur, Maxim Korolkov, Manuel E. Hernandez, Richard B. Sowers
2020 — conf
Exploration of Machine Learning to Identify Community Dwelling Older Adults with Balance Dysfunction Using Short Duration Accelerometer Data.
EMBC
Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Manuel E. Hernandez
2020 C conf
Nonlinear Optimal Velocity Car Following Dynamics (I): Approximation in Presence of Deterministic and Stochastic Perturbations.
ACC
Hossein Nick Zinat Matin, Richard B. Sowers
2020 C conf
Nonlinear Optimal Velocity Car Following Dynamics (II): Rate of Convergence In the Presence of Fast Perturbation.
ACC
Hossein Nick Zinat Matin, Richard B. Sowers
2019 — conf
Exploring Characteristic Features in Gait Patterns for Predicting Multiple Sclerosis.
EMBC
Rachneet Kaur, Sanjana Menon, Xiaomiao Zhang, Richard B. Sowers, Manuel E. Hernandez
2019 — conf
Using Virtual Reality to Examine the Correlation between Balance Function and Anxiety in Stance.
BIBM
Rongyi Sun, Rachneet Kaur, Liran Ziegelman, Shuo Yang, Richard B. Sowers, Manuel E. Hernandez
2019 — conf
Using Virtual Reality to Examine the Neural and Physiological Anxiety-Related Responses to Balance-Demanding Target-Reaching Leaning Tasks.
Humanoids
Rachneet Kaur, Rongyi Sun, Liran Ziegelman, Richard B. Sowers, Manuel E. Hernandez
2019 — conf
Using Virtual Reality to Examine the Neural and Physiological Responses to Height and Perturbations in Quiet Standing.
EMBC
Rachneet Kaur, Rongyi Sun, Liran Ziegelman, Richard B. Sowers, Manuel E. Hernandez
2018 — conf
Virtual Reality, Visual Cliffs, and Movement Disorders.
EMBC
Rachneet Kaur, Xun Lin, Alexander Layton, Manuel E. Hernandez, Richard B. Sowers
2017 J jnl
Congestion Barcodes: Exploring the Topology of Urban Congestion Using Persistent Homology.
CoRR
Yu Wu, Gabriel Shindnes, Vaibhav Karve, Derrek Yager, Daniel B. Work, Arnab Chakraborty, Richard B. Sowers
2017 — conf
Congestion barcodes: Exploring the topology of urban congestion using persistent homology.
ITSC
Yu Wu, Gabriel Shindnes, Vaibhav Karve, Derrek Yager, Daniel B. Work, Arnab Chakraborty, Richard B. Sowers
2016 J jnl
Multiple Model Particle Filter for Traffic Estimation and Incident Detection.
IEEE Trans. Intell. Transp. Syst.
Ren Wang, Daniel B. Work, Richard B. Sowers
2015 J jnl
Default Clustering in Large Pools: Large Deviations.
SIAM J. Financial Math.
Konstantinos Spiliopoulos, Richard B. Sowers
2014 J jnl
Dynamics of Bankrupt Stocks.
SIAM J. Financial Math.
Xiao Li, Michael D. Lipkin, Richard B. Sowers
2014 J jnl
On the inadequacy of VaR-based risk management: VaR, CVaR, and nonlinear interactions.
Optim. Methods Softw.
Uma Ravat, Uday V. Shanbhag, Richard B. Sowers
2013 J jnl
A multiscale model of high-frequency trading.
Algorithmic Finance
Andrei Kirilenko, Richard B. Sowers, Xiangqian Meng
2011 J jnl
Efficient nonlinear filtering of a singularly perturbed stochastic hybrid system.
LMS J. Comput. Math.
Jun H. Park, Boris Rozovskii, Richard B. Sowers