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This paper proposes a general unplanned incident analysis framework for public transit systems from the supply and demand sides using automated fare collection (AFC) and automated vehicle location (AVL) data. Specifically, on the supply…

应用统计 · 统计学 2022-01-05 Baichuan Mo , Max Y von Franque , Haris N. Koutsopoulosc , John Attanuccid , Jinhua Zhao

Railway transportation is one of the most popular options for Urban Massive Transportation Systems (UMTS) because of many attractive features. A robust electric power supply is essential to enable normal operation. However, the power peaks…

信号处理 · 电气工程与系统科学 2019-02-26 Zekun Yang , Yu Chen , Ning Zhou , Shiqiong Tong

In an effort to improve user satisfaction and transit image, transit service providers worldwide offer delay compensations. Smart card data enables the estimation of passenger delays throughout the network and aid in monitoring service…

物理与社会 · 物理学 2021-07-30 Panchamy Krishnakumari , Oded Cats , Hans van Lint

Transportation companies and organizations routinely collect huge volumes of passenger transportation data. By aggregating these data (e.g., counting the number of passengers going from a place to another in every 30 minute interval), it…

数据库 · 计算机科学 2023-10-16 Chrysanthi Kosyfaki , Nikos Mamoulis , Reynold Cheng , Ben Kao

In this paper, we study methods to estimate drivers' posture in vehicles using acceleration data of wearable sensor and conduct a field test. Recently, sensor technologies have been progressed. Solutions of safety management to analyze…

人机交互 · 计算机科学 2024-09-17 Yoji Yamato

In this paper, we address the challenging problem of detecting bearing faults in railway vehicles by analyzing acoustic signals recorded during regular operation. For this, we introduce Mel Frequency Cepstral Coefficients (MFCCs) as…

音频与语音处理 · 电气工程与系统科学 2023-05-25 Matthias Kreuzer , David Schmidt , Simon Wokusch , Walter Kellermann

Monitoring the daily transportation modes of an individual provides useful information in many application domains, such as urban design, real-time journey recommendation, as well as providing location-based services. In existing systems,…

人机交互 · 计算机科学 2019-05-23 Guohao Lan , Weitao Xu , Dong Ma , Sara Khalifa , Mahbub Hassan , Wen Hu

Developing countries suffer from traffic congestion, poorly planned road/rail networks, and lack of access to public transportation facilities. This context results in an increase in fuel consumption, pollution level, monetary losses,…

计算机与社会 · 计算机科学 2019-06-19 Ali AbdelAziz , Amin Shoukry , Walid Gomaa , Moustafa Youssef

The rapid growth of the electric vehicle (EV) sector is giving rise to many infrastructural challenges. One such challenge is its requirement for the widespread development of EV charging stations which must be able to provide large amounts…

信号处理 · 电气工程与系统科学 2022-07-13 Pere Izquierdo Gómez , Alberto Barragan Moreno , Jun Lin , Tomislav Dragičević

Driven by the rapid growth of Internet of Things applications, tremendous data need to be collected by sensors and uploaded to the servers for further process. As a promising solution, mobile crowd sensing enables controllable sensing and…

信息论 · 计算机科学 2022-02-28 Ziqin Zhou , Xiaoyang Li , Changsheng You , Kaibing Huang , Yi Gong

Mobility On Demand (MOD) systems are revolutionizing transportation in urban settings by improving vehicle utilization and reducing parking congestion. A key factor in the success of an MOD system is the ability to measure and respond to…

机器人学 · 计算机科学 2017-03-08 Justin Miller , Andres Hasfura , Shih-Yuan Liu , Jonathan P. How

We present TransitLabel, a crowd-sensing system for automatic enrichment of transit stations indoor floorplans with different semantics like ticket vending machines, entrance gates, drink vending machines, platforms, cars' waiting lines,…

计算机与社会 · 计算机科学 2016-06-13 Moustafa Elhamshary , Moustafa Youssef , Akira Uchiyama , Hirozumi Yamaguchi , Teruo Higashino

Forecasting rail congestion is crucial for efficient mobility in transport systems. We present rail congestion forecasting using reports from passengers collected through a transit application. Although reports from passengers have received…

机器学习 · 计算机科学 2024-10-24 Soto Anno , Kota Tsubouchi , Masamichi Shimosaka

Traveling through toll plazas is one of the primary causes of congestion, as identified in recent studies. Electronic Toll Collection (ETC) systems can mitigate this problem. This experiment focuses on enhancing the security of ETC using…

人工智能 · 计算机科学 2024-12-03 Raihan Ahmed , Shahed Chowdhury Omi , Md. Sadman Rahman , Niaz Rahman Bhuiyan

In the ALICE experiment hundreds of users are analyzing big datasets on a Grid system. High throughput and short turn-around times are achieved by a centralized system called the LEGO trains. This system combines analysis from different…

高能物理 - 实验 · 物理学 2019-08-13 Markus Zimmermann

In recent years, innovative roadside parking vacancy crowdsensing solutions have emerged as a cost-effective alternative to traditional methods, which can significantly reduce sensor installation and maintenance expenses. This crowdsensing…

系统与控制 · 电气工程与系统科学 2023-10-13 Boyu Pang , Ruizhi Liao , Yinyu Ye

In this paper, we address the vehicle scheduling problem for improving passenger safety in bus rapid transit systems. Our focus is on passengers waiting at street stops to enter terminal stations. To enhance their safety, we minimize…

系统与控制 · 电气工程与系统科学 2023-10-31 Alejandra Valencia , Andreas A. Malikopoulos

Human mobility clustering is an important problem for understanding human mobility behaviors (e.g., work and school commutes). Existing methods typically contain two steps: choosing or learning a mobility representation and applying a…

机器学习 · 计算机科学 2023-01-23 Haoji Hu , Haowen Lin , Yao-Yi Chiang

Understanding city-scale vehicular mobility and trip patterns is essential to addressing many problems, from transportation and pollution to public safety, among others. Using spatio-temporal analysis of vehicular mobility, promising…

计算工程、金融与科学 · 计算机科学 2018-11-12 Roozbeh Ketabi , Babak Alipour , Ahmed Helmy

In this paper we present a machine vision system to efficiently monitor, analyze and present visual data acquired with a railway overhead gantry equipped with multiple cameras. This solution aims to improve the safety of daily life railway…

计算机视觉与模式识别 · 计算机科学 2015-07-29 Giuseppe Lisanti , Svebor Karaman , Daniele Pezzatini , Alberto Del Bimbo