Search Results - "Rakotonirainy, Andry"

Crash severity analysis of vulnerable road users using machine learning by Komol, Md Mostafizur Rahman, Hasan, Md Mahmudul, Elhenawy, Mohammed, Yasmin, Shamsunnahar, Masoud, Mahmoud, Rakotonirainy, Andry

“…Road crash fatality is a universal problem of the transportation system. A massive death toll caused annually due to road crash incidents, and among them,…”
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Long Short Term Memory Hyperparameter Optimization for a Neural Network Based Emotion Recognition Framework by Nakisa, Bahareh, Rastgoo, Mohammad Naim, Rakotonirainy, Andry, Maire, Frederic, Chandran, Vinod

“…Recently, emotion recognition using low-cost wearable sensors based on electroencephalogram and blood volume pulse has received much attention. Long short-term…”
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Get Ready for Take-Overs: Using Head-Up Display for Drivers to Engage in Non–Driving-Related Tasks in Automated Vehicles by Li, Xiaomeng, Schroeter, Ronald, Rakotonirainy, Andry, Kuo, Jonny, Lenné, Michael G.

“…Objective The study aims to investigate the potential of using HUD (head-up display) as an approach for drivers to engage in non–driving-related tasks (NDRTs)…”
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Automatic Emotion Recognition Using Temporal Multimodal Deep Learning by Nakisa, Bahareh, Rastgoo, Mohammad Naim, Rakotonirainy, Andry, Maire, Frederic, Chandran, Vinod

“…Emotion recognition using miniaturised wearable physiological sensors has emerged as a revolutionary technology in various applications. However, detecting…”
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Perception, information processing and modeling: Critical stages for autonomous driving applications by Gruyer, Dominique, Magnier, Valentin, Hamdi, Karima, Claussmann, Laurène, Orfila, Olivier, Rakotonirainy, Andry

“…• We proposed an overview on reliability and high robustness of driving automation solutions.• We described a global architecture for automated driving with…”
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A Dual Learning Model for Vehicle Trajectory Prediction by Khakzar, Mahrokh, Rakotonirainy, Andry, Bond, Andy, Dehkordi, Sepehr G.

“…Automated vehicles and advanced driver-assistance systems require an accurate prediction of future traffic scene states. The tendency in recent years has been…”
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Crash severity analysis and risk factors identification based on an alternate data source: a case study of developing country by Bhuiyan, Hanif, Ara, Jinat, Hasib, Khan Md, Sourav, Md Imran Hossain, Karim, Faria Benta, Sik-Lanyi, Cecilia, Governatori, Guido, Rakotonirainy, Andry, Yasmin, Shamsunnahar

“…Road traffic injuries are one of the primary reasons for death, especially in developing countries like Bangladesh. Safety in land transport is one of the…”
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Correction: A framework for testing independence between lane change and cooperative intelligent transportation system by Elhenawy, Mohammed, Glaser, Sébastien, Bond, Andy, Rakotonirainy, Andry, Demmel, Sébastien, Masoud, Mahmoud

“…[This corrects the article DOI: 10.1371/journal.pone.0229289.]…”
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Driving performance impairments due to hypovigilance on monotonous roads by Larue, Grégoire S., Rakotonirainy, Andry, Pettitt, Anthony N.

“…► Road design and road scenery impair alertness and driving performance. ► Driving performance can be used as surrogate for alertness. ► Countermeasures can…”
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Validation of a Driving Simulator Study on Driver Behavior at Passive Rail Level Crossings by Larue, Grégoire S., Wullems, Christian, Sheldrake, Michelle, Rakotonirainy, Andry

“…Objective: The behavioral validation of an advanced driving simulator for its use in evaluating passive level crossing countermeasures was performed for…”
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Driver influence on vehicle trajectory prediction by Khakzar, Mahrokh, Bond, Andy, Rakotonirainy, Andry, Trespalacios, Oscar Oviedo, Dehkordi, Sepehr G.

“…•A timely and accurate prediction of vehicle trajectory is crucial for active safety systems.•Limited investigations have been conducted to identify the impact…”
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Provisional drivers intend to speed less: The positive outcome for young drivers of a safe-driving app randomised trial by Vankov, Daniel, Schroeter, Ronald, Rakotonirainy, Andry

“…•A training intervention was delivered as a randomised trial as close to a real-world safe-driving app release as possible.•The intervention did not…”
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Hybrid pointer networks for traveling salesman problems optimization by Stohy, Ahmed, Abdelhakam, Heba-Tullah, Ali, Sayed, Elhenawy, Mohammed, Hassan, Abdallah A, Masoud, Mahmoud, Glaser, Sebastien, Rakotonirainy, Andry

“…In this work, we proposed a hybrid pointer network (HPN), an end-to-end deep reinforcement learning architecture is provided to tackle the travelling salesman…”
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Deep Transfer Learning for Vulnerable Road Users Detection using Smartphone Sensors Data by Elhenawy, Mohammed, Ashqar, Huthaifa I., Masoud, Mahmoud, Almannaa, Mohammed H., Rakotonirainy, Andry, Rakha, Hesham A.

“…As the Autonomous Vehicle (AV) industry is rapidly advancing, the classification of non-motorized (vulnerable) road users (VRUs) becomes essential to ensure…”
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A framework for testing independence between lane change and cooperative intelligent transportation system by Elhenawy, Mohammed, Glaser, Sébastien, Bond, Andy, Rakotonirainy, Andry, Demmel, Sébastien, Masoud, Mahmoud

“…Cooperative Intelligent Transportation Systems (C-ITS) are being deployed in several cities around the world. We are preparing for the largest Field…”
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A Novel Crowdsourcing Model for Micro-Mobility Ride-Sharing Systems by Elhenawy, Mohammed, Komol, Mostafizur R., Masoud, Mahmoud, Liu, Shi Qiang, Ashqar, Huthaifa I., Almannaa, Mohammed Hamad, Rakha, Hesham A., Rakotonirainy, Andry

“…Substantial research is required to ensure that micro-mobility ride sharing provides a better fulfilment of user needs. This study proposes a novel…”
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Using Multimodal Large Language Models (MLLMs) for Automated Detection of Traffic Safety-Critical Events by Abu Tami, Mohammad, Ashqar, Huthaifa I., Elhenawy, Mohammed, Glaser, Sebastien, Rakotonirainy, Andry

“…Traditional approaches to safety event analysis in autonomous systems have relied on complex machine and deep learning models and extensive datasets for high…”
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A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction by Elhenawy, Mohammed, Masoud, Mahmoud, Glaser, Sebastien, Rakotonirainy, Andry

“…Dimensionality reduction in the machine learning field mitigates the undesired properties of high-dimensional spaces to facilitate classification, compression,…”
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Driving Decision Making of Autonomous Vehicle According to Queensland Overtaking Traffic Rules by Bhuiyan, Hanif, Governatori, Guido, Rakotonirainy, Andry, Wong, Meng Weng, Mahajan, Avishkar

“…Improving the safety of autonomous vehicles (AVs) by making driving decisions in accordance with traffic rules is a complex task. Traffic rules are often…”
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A Review on Drivers' Red Light Running Behavior Predictions and Technology Based Countermeasures by Komol, Md Mostafizur Rahman, Pinnow, Jack, Elhenawy, Mohammed, Yasmin, Shamsunnahar, Masoud, Mahmoud, Glaser, Sebastien, Rakotonirainy, Andry

“…Red light running at signalised intersections is a growing road safety issue worldwide, leading to the rapid development of advanced intelligent transportation…”
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