Bus travel time prediction based on deep belief network with back-propagation

C Chen, H Wang, F Yuan, H Jia, B Yao - Neural Computing and …, 2020 - Springer
In an intelligent transportation system, accurate bus information is vital for passengers to
schedule their departure time and make reasonable route choice. In this paper, an improved …

Predict Arrival Time by Using Machine Learning Algorithm to Promote Utilization of Urban Smart Bus

RM Noor, NS Yik, R Kolandaisamy, I Ahmedy… - 2020 - preprints.org
The impact of the accurate estimated time of arrival (ETA) is often overlooked by bus
operators. By providing accurate ETA to riders, it gives them the impression of bus services …

Bus arrival time prediction and measure of uncertainties using survival models

RB Sharmila, NR Velaga… - IET Intelligent Transport …, 2020 - Wiley Online Library
This study uses survival models to estimate the arrival time of buses at the downstream
stops and intersections. Both accelerated failure time (AFT) and Cox regression based …

Dynamic bus arrival time prediction: a temporal difference learning approach

LKP Vignesh, A Achar, G Karthik - 2020 International Joint …, 2020 - ieeexplore.ieee.org
Public transport buses suffer travel time uncertainties owing to diverse factors such as dwell
times at bus stops, signals, seasonal variations and fluctuating travel demands etc. Traffic in …

Mode-Wise Corridor Level Travel-Time Estimation Using Machine Learning Models

RB Sharmila, NR Velaga - Journal of Soft Computing in Civil …, 2020 - jsoftcivil.com
This research is oriented towards exploring mode-wise corridor level travel-time estimation
using Machine learning techniques such as Artificial Neural Network (ANN) and Support …

An investigation of machine learning methods for prediction bus travel time of Mongolian public transportation

N Jargalsaikhan, K Matsuyama - International Workshop on …, 2020 - spiedigitallibrary.org
Many public bus services have their timetable which provide time information of arrival
and/or departure at waypoints along the route. On the other hand, there are some bus …

[PDF][PDF] A PASSENGER GUIDANCE APPLICATION FOR NEAREST BUS STOP DETECTION AND BUS ARRIVAL TIME PREDICTION

MD Suganya, N Monisha, B Pooja, ET Soniya… - lemma-tijdschriften.com
Right now, is in rush to arrive at their goal. GPS Stands for" Worldwide Positioning System"
is a satellite route framework controlled by utilizing the ground position of an item. GPS …