[HTML][HTML] Exploring the usage of supervised driving automation in naturalistic conditions

J Stapel, R Happee, M Christoph, N van Nes… - … research part F: traffic …, 2022 - Elsevier
This study reports usage of supervised automation and driver attention from longitudinal
naturalistic driving observations. Automation inexperienced drivers were provided with …

Driving style recognition based on naturalistic driving: Volatilities, decision-making, and safety performances

C Chai, X Shi, Z Zhou, X Zeng, W Yin… - User Experience Design …, 2022 - Springer
Driver's personalities in decision-making and tactical maneuvering preferences developed
over time is generally defined as “driving style”. Driving style recognition can be applied in …

A Novel BiGMM-HMM Framework for Predictive Maintenance in Naval Vessel Propulsion Equipment

F Javadnejad, HJ Park, S Kovacic… - 2024 19th Annual …, 2024 - ieeexplore.ieee.org
Predictive maintenance plays a crucial role in ensuring the reliability and efficiency of naval
vessel propulsion. Naval vessel propulsion systems generate intricate sensor data because …

A New Predictive Maintenance Approach: novel integration of GMM-LSTM for prediction of latent state and failure location of Rotating Machinery

A Ghavidel, HJ Park, S Kovacic… - 2024 19th Annual …, 2024 - ieeexplore.ieee.org
This paper introduces a novel integration of Gaussian Mixture Models (GMMs) with Long
Short-Term Memory (LSTM) networks to enhance predictive maintenance strategies for …

High-order Markov model for prediction of secondary crash likelihood considering incident duration

N Pugh, H Park - Cogent Engineering, 2021 - Taylor & Francis
Traffic incidents can create major non-recurring congestion and have the potential to be
fatal. Traffic Engineers and researchers have worked vigorously to reduce and prevent traffic …

Evaluating Operators' Real-Time Mental Workload with Eye Movement Analysis in Nuclear Power Plants' Operations

J **ng, Z Sun, P Tang, A Yilmaz, RL Boring… - Computing in Civil …, 2021 - ascelibrary.org
Nuclear power plant (NPP) operators need to have sufficient real-time cognitive ability to
ensure their adherence to operational procedures and solve unexpected problems. The …

Generalized Estimating Equation Model Based Recursive Partitioning: Application to Distracted Driving

H Park, N Pugh - Journal of Advanced Transportation, 2018 - Wiley Online Library
Traditional statistical methods have used a coarse aggregation of data across subjects that
may not be representative of any single individual. Even though Generalized Estimating …

Dynamic Routing of Unmanned Aerial and Emergency Team Incident Management

H Park, S Yi, AS Alden - 2022 - rosap.ntl.bts.gov
This study develops a proactive, dynamic emergency resource allocation framework to
overcome the limitations of nearest methods while incorporating Unmanned Aerial Vehicles …

[PDF][PDF] DYNAMIC ROUTING OF UNMANNED AERIAL AND EMERGENCY RESPONSE TEAM INCIDENT MANAGEMENT

H Park - 2022 - ncat.edu
This study develops a proactive, dynamic emergency resource allocation framework to
overcome the limitations of nearest methods while incorporating Unmanned Aerial Vehicles …

Explicit Forward Glance Duration Hidden Markov Model for Inference of Spillover Detection

J Park, N Pugh, J Darko, L Folsom… - Advances in Human …, 2020 - Springer
To better understand the effects of distracted driving on crash causation, forward roadway
glance durations need to be carefully examined. Secondary tasks that impose high cognitive …