Assessing the performances of different neural network architectures for the detection of screams and shouts in public transportation

P Laffitte, Y Wang, D Sodoyer, L Girin - Expert systems with applications, 2019 - Elsevier
… The task defined in this study is to detect violent events in the … thanks to the Paris public
transportation authority (the RATP) … of a gradient descent algorithm which sequentially updates …

Applications of artificial intelligence in transport: An overview

R Abduljabbar, H Dia, S Liyanage, SA Bagloee - Sustainability, 2019 - mdpi.com
… Moreover, it is promising for transport authorities to determine … to identify, the time, location
and the severity of an incident to … neural network algorithm was evaluated to detect incident

[PDF][PDF] Safest route detection via danger index calculation and k-means clustering

I Puthige, K Bansal, C Bindra, M Kapur… - Computers …, 2021 - cdn.techscience.cn
… implementing different clustering algorithms and analysed the … Department of Transportation
and Mexico City Survey [20], … are the Crime rate and the accident statistics which could be …

Twitter analysis for intelligent transportation

S Alhumoud - The Computer Journal, 2019 - academic.oup.com
… the rapid transit system of the Chicago Transit Authority (CTA)… (NB) and K-nearest-neighbour
(kNN) algorithm as well as a … successful identification of incidents and incidentslocation, …

Smartphone sensing meets transport data: A collaborative framework for transportation service analytics

Y Lu, A Misra, H Wu - IEEE Transactions on Mobile …, 2017 - ieeexplore.ieee.org
… , regulatory authorities (such as the Land Transport Authority (… The basic idea behind the
DHD algorithm is that given the … we first identify the taxi pickup events and their corresponding

Public transport driver identification system using histogram of acceleration data

N Virojboonkiate, A Chanakitkarnchok… - … Transportation, 2019 - Wiley Online Library
… the number of authorized drivers increased. In [13], driver … defined acceleration and
deceleration events were selected to … the neural network algorithm, but other classifier algorithms

Crowdsensing and analyzing micro-event tweets for public transportation insights

T Hoang, PH Cher, PK Prasetyo… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
… installed in buses to track bus locations and arrivals at bus stops [1… routing micro-events to
relevant authorities for follow-up … based on different classification algorithms. We have tried out …

A participatory urban traffic monitoring system: The power of bus riders

Z Liu, S Jiang, P Zhou, M Li - … on Intelligent Transportation …, 2017 - ieeexplore.ieee.org
… missing events. To understand the accuracy of our bus stop identification algorithm, we … with
official traffic speeds acquired from the Land Transport Authority (LTA) of Singapore.The LTA …

A systematic approach to evaluate risks and failures of public transport systems with a real case study for bus rapid system in Istanbul

M Erdoğan, İ Kaya - Sustainable cities and society, 2020 - Elsevier
… The particle swarm algorithm is conceptually based on the … The accident rate and risks are
reduced due to the progress of … Istanbul Public Transport Authority, which is a local authority

IoT-based context-aware intelligent public transport system in a metropolitan area

S Chavhan, D Gupta, BN Chandana… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
… services to commuters’ and transportation authorities hands. … with SA periodically, which is
presented in Algorithm 1. … in the vicinity of public transport depot D1, like accident and sudden …