[HTML][HTML] Exploring the usage of supervised driving automation in naturalistic conditions
This study reports usage of supervised automation and driver attention from longitudinal
naturalistic driving observations. Automation inexperienced drivers were provided with …
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 …
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
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 …
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
This paper introduces a novel integration of Gaussian Mixture Models (GMMs) with Long
Short-Term Memory (LSTM) networks to enhance predictive maintenance strategies for …
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 …
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
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 …
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 …
may not be representative of any single individual. Even though Generalized Estimating …
Dynamic Routing of Unmanned Aerial and Emergency Team Incident Management
This study develops a proactive, dynamic emergency resource allocation framework to
overcome the limitations of nearest methods while incorporating Unmanned Aerial Vehicles …
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 …
overcome the limitations of nearest methods while incorporating Unmanned Aerial Vehicles …
Explicit Forward Glance Duration Hidden Markov Model for Inference of Spillover Detection
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 …
glance durations need to be carefully examined. Secondary tasks that impose high cognitive …