Measuring risk of missing transfers in public transit systems using high-resolution schedule and real-time bus location data

L Liu, HJ Miller - Urban Studies, 2021 - journals.sagepub.com
… Central Ohio Transit Authority (COTA), a public transit agency … on the actual events of a
public transit vehicle entering and … developed a hierarchical searching algorithm in the Python …

Predicting irregularities in arrival times for transit buses with recurrent neural networks using GPS coordinates and weather data

O Alam, A Kush, A Emami, P Pouladzadeh - Journal of Ambient …, 2021 - Springer
… of service, public transportation authorities continue to face … Commuters may miss medical
appointments, school events, or … , we believe that machine learning algorithms can help in …

Evolution and future of urban road incident detection algorithms

J Evans, B Waterson, A Hamilton - Journal of transportation …, 2020 - ascelibrary.org
… of incidents come most commonly from public authorities, … between nearby loop detectors.
It was found that for accurate … The design and effectiveness of incident location algorithms

A novel approach to the optimization of a public bus schedule using k-means and a genetic algorithm

Y Shima, RA Kadir, FH Ali - IEEE Access, 2021 - ieeexplore.ieee.org
… the current timetable, and the locations of authorized bus stops along two bus routes. … stop
(ie, in the “nearby zone”). The … in international and regional conferences and academic events. …

Identifying primary public transit corridors using multi-source big transit data

T Zhang, Y Li, H Yang, C Cui, J Li… - International Journal of …, 2020 - Taylor & Francis
… corridor discovery algorithm to better illustrate rich transit movement patterns at … A public
transit network dataset contains all spatial location and schedule … authorities in the study region. …

Predicting disruptions and their passenger delay impacts for public transport stops

M Yap, O Cats - Transportation, 2021 - Springer
… PT authorities and service providers in prioritising the locations … In addition, we do not consider
extreme events as natural … we apply a classification algorithm, which calculates disruption …

Travel time prediction of urban public transportation based on detection of single routes

X Zhang, L Lauber, H Liu, J Shi, M Xie, Y Pan - Plos one, 2022 - journals.plos.org
authorities. However, this information is often neither … Stop dwell time refers to the bus’s
time at a stop due to events. … of data mining algorithm in the intelligent public transit system to …

An improved density peaks clustering algorithm based on k nearest neighbors and turning point for evaluating the severity of railway accidents

L Shi, X Yang, X Chang, J Wu, H Sun - Reliability Engineering & System …, 2023 - Elsevier
… With the development of rail transit and the increasing … effectively identify the severity of
accidents and be applied to accident … The signaller authorized the train to proceed towards the …

A novel simulated-annealing based electric bus system design, simulation, and analysis for Dehradun Smart City

A Kumar, P Srikanth, A Nayyar, G Sharma… - IEEE …, 2020 - ieeexplore.ieee.org
… their current location, distance from other destinations, bus connectivity to … algorithm is
applied with simulation … opened when there are special events in the city. For example, political …

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 …