Comparative analysis on the deployment of machine learning algorithms in the distributed brillouin optical time domain analysis (BOTDA) Fiber sensor

ND Nordin, MSD Zan, F Abdullah - Photonics, 2020 - mdpi.com
This paper demonstrates a comparative analysis of five machine learning (ML) algorithms
for improving the signal processing time and temperature prediction accuracy in Brillouin …

Forecasting deaths of road traffic injuries in China using an artificial neural network

Y Qian, X Zhang, G Fei, Q Sun, X Li… - Traffic injury …, 2020 - Taylor & Francis
Objectives: This study was conducted to estimate road traffic deaths and to forecast short-
term road traffic deaths in China using the Elman recurrent neural network (ERNN) model …

Micro-Expression-Based Emotion Recognition Using Waterfall Atrous Spatial Pyramid Pooling Networks

MM Stofa, MA Zulkifley, MAAM Zainuri - Sensors, 2022 - mdpi.com
Understanding a person's attitude or sentiment from their facial expressions has long been a
straightforward task for humans. Numerous methods and techniques have been used to …

Development of Artificial Intelligence Based Safety Performance Measures for Urban Roundabouts

F Alanazi, IK Umar, SI Haruna, M El-Kady, A Azam - Sustainability, 2023 - mdpi.com
A reliable model for predicting crash frequency at roundabouts is an essential tool for
evaluating the safety measures of a roundabout. This study developed a hybrid PSO-ANN …

[PDF][PDF] Development of a Prototype Solar-Powered Autonomous Vehicle Prototype with Object Detection and Avoidance System using Raspberry-PI

OO Solomon, DI Musa, NA Hassan, O Emmanuel… - Jurnal Kejuruteraan, 2024 - ukm.my
In this study, the development of a solar-powered autonomous vehicle prototype with an
object detection and avoidance system was implemented and achieved using Raspberry Pi …

[PDF][PDF] Integrated GIS Tool for Investigating the Relationship of Road Characteristics with Road Traffic Accidents

NFF Yaacoba, N Ruslib, SN Boharic, MRM Yazida… - Jurnal Kejuruteraan, 2020 - ukm.my
Road accidents pose a serious economic and social problems given that the number of fatal
accidents continue to rise at the national and international levels. This study investigates the …

[图书][B] Incident Hotspots Prediction in North Carolina for Effective Incident Management Using Deep Learning Techniques

DHH Niwunhella - 2023 - search.proquest.com
Traffic incidents have posed a threat to the safety of human life. Losses due to crashes have
continued to increase globally. Predicting traffic accidents is a vital requirement which …