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Journal of Big Data Analytics in Transportation

中文名称：大数据分析交通》杂志上

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发文量：30

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1.Improving Probe-Based Congestion Performance Metrics Accuracy by Using Change Point Detection

机译：通过使用变化点检测提高基于探针的拥塞性能指标的准确性
- 作者：Vesal Ahsani;Anuj Sharma;Chinmay Hegde;Skylar Knickerbocker;Neal Hawkins
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第1期
- Probe data;
- Sensor data;
- Congestion detection;
- Number of congested events;
- Congested hour;
- Fixed-speed threshold;
- Change point detection;
2.Mitigating Bias in Big Data for Transportation

机译：减轻运输大数据中的偏见
- 作者：Greg P. Griffin;Megan Mulhall;Chris Simek;William W. Riggs
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第1期
- Big data;
- Bias;
- Transportation;
- Safety;
- Interview;
3.Impact of Bikesharing Pricing Policies on Usage and Revenue: An Evaluation Through Curation of Large Datasets from Revenue Transactions and Trips

机译：共享单车定价政策对使用和收入的影响：通过管理收入交易和行程中的大数据集进行评估
- 作者：Mohan Venigalla;Shruthi Kaviti;Thomas Brennan
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第1期
- Bike share;
- Pricing;
- Revenue;
- Ridership;
- Data curation;
- Data fusion;
- Big data;
- Price sensitivity;
4.Forecasting Risk of Service Failures Between Successive Rail Inspections: A Data-Driven Approach

机译：预测连续铁路检查之间的服务故障风险：一种数据驱动的方法
- 作者：Faeze Ghofrani;Naresh Kumar Chava;Qing He
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第1期
- Rail service failure;
- Broken rails;
- Accelerated failure time (AFT) model;
- Survival analysis;
5.Factors Affecting International Border Crossing Delays Based Upon a Rich Bluetooth Dataset

机译：基于丰富的蓝牙数据集的国际过境延误的影响因素
- 作者：Andrew P. Bartlett;Chunming Qiao;Qing He;Adel W. Sadek
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第1期
- Bluetooth data;
- Border crossing delay;
- Discrete choice modeling;
- Inclement weather;
6.Visualizing Train Delays Using Tableau and the Framework of a Delay Impact Visualization System

机译：使用Tableau和延迟影响可视化系统的框架可视化列车延迟
- 作者：Chao Wen;Xiong Yang
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第2期
- Railway;
- Train operation data;
- Disturbance;
- Delay impact;
- Visualization system;
7.Short-Term Traffic Delay Prediction at the Niagara Frontier Border Crossings: Comparing Deep Learning and Statistical Modeling Approaches

机译：Niagara Frentier边境交叉口短期交通延迟预测：深度学习和统计建模方法比较
- 作者：Rishabh Chauhan;Yunpeng Shi;Andrew Bartlett;Adel W. Sadek
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第2期
8.Applications of Deep Learning in Intelligent Transportation Systems

机译：深度学习在智能交通系统中的应用
- 作者：Arya Ketabchi Haghighat;Varsha Ravichandra-Mouli;Pranamesh Chakraborty;Yasaman Esfandiari;Saeed Arabi;Anuj Sharma
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第2期
- Deep learning;
- ITS;
- Survey;
- Transportation systems;
9.Automated Vehicle Control at Freeway Lane-drops: a Deep Reinforcement Learning Approach

机译：高速公路车道自动化车辆控制：深度加强学习方法
- 作者：Salaheldeen M. S. Seliman;Adel W. Sadek;Qing He
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第2期
- Deep reinforcement learning;
- Automated or self-driving vehicles;
- Deep Q-network;
- Freeway lane-drops;
10.A Semi-Supervised Deep Residual Network for Mode Detection in Wi-Fi Signals

机译：用于Wi-Fi信号中的半监控深度剩余网络
- 作者：Arash Kalatian;Bilal Farooq
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第2期
- Mode detection;
- Wi-Fi data;
- Semi-supervised learning;
- ResNet;
- Deep neural networks;
11.A Rubric-Driven Evaluation of Open Data Portals and Their Data in Transportation

机译：对开放数据门户网站及其在运输中的数据的标准驱动评估
- 作者：Archana Venkatachalapathy;Anuj Sharma;Skylar Knickerbocker;Neal Hawkins
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第2期
- Open data;
- Rubric;
- Variability;
- Big data;
12.Efficient City-Wide Multi-Class Multi-Movement Vehicle Counting: A Survey

机译：高效的城市各类多级多机动车计数：调查
- 作者：David C. Anastasiu;Jack Gaul;Maria Vazhaeparambil;Meha Gaba;Prajval Sharma
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第3期
- Traffic analysis;
- Vehicle detection and classification;
- Vehicle tracking;
- Vehicle counting;
- Edge computing;
13.Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis

机译：车辆计数对象检测和跟踪算法：比较分析
- 作者：Vishal Mandal;Yaw Adu-Gyamfi
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第3期
- Deep learning;
- Object detection;
- Tracking;
- Vehicle counts;
14.Robust Deep Reinforcement Learning for Traffic Signal Control

机译：交通信号控制强大的深度增强学习
- 作者：Kai Liang Tan;Anuj Sharma;Soumik Sarkar
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第3期
- Deep learning;
- Deep reinforcement learning;
- Robust;
- Adaptive signal control technologies;
15.Deep Learning Framework for Predicting Bus Delays on Multiple Routes Using Heterogenous Datasets

机译：使用异构数据集预测多条路线上的总线延迟的深度学习框架
- 作者：Maged Shoman;Armstrong Aboah;Yaw Adu-Gyamfi
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第3期
- Transit;
- GPS tracking;
- Delay prediction;
- Prediction algorithm;
- Deep learning;
16.Deep Learning in Transport Studies: A Meta-analysis on the Prediction Accuracy

机译：在运输研究中深入学习：荟萃分析预测准确性
- 作者：Varun Varghese;Makoto Chikaraishi;Junji Urata
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第3期
- Review paper;
- Meta-analysis;
- Deep learning in transportation;
- Machine learning;
- Prediction accuracy;
17.Technical and Economic Feasibility Assessment of a Cloud-Enabled Traffic Video Analysis Framework

机译：支持云交通视频分析框架的技术和经济可行性评估
- 作者：Tongge Huang;Anuj Sharma
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第3期
- ITS;
- Real-time traffic video analysis;
- Cloud-enabled framework;
- Economic assessment;
- Large-scale feasibility;
- Vehicle counting;
18.Predicting Public Transit Arrival Times: A Hybrid Deep Neural Network Approach

机译：预测公共交通到达时间：混合深度神经网络方法
- 作者：Armin Khayyer;Daniel F. Silva;Alexander Vinel
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2020年第3期
- Travel time prediction;
- Deep learning;
- Spatio-temporal modeling;
- MLP;
- RNN;
- LSTM;
19.Model Free Identification of Traffic Conditions Using Unmanned Aerial Vehicles and Deep Learning

机译：无人机航空公司的自由识别交通状况和深度学习
- 作者：Eleni I. Vlahogianni;Javier Del Ser;Konstantinos Kepaptsoglou;Ibai Lana
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第1期
20.Sensor-Based Transportation Mode Recognition Using Variational Autoencoder

机译：基于传感器的运输模式识别使用变化性自动化器
- 作者：Zubayer Islam;Mohamed Abdel-Aty
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第1期
21.Correlating Hard-Braking Activity with Crash Occurrences on Interstate Construction Projects in Indiana

机译：印第安纳州际公路建设项目的碰撞事件与碰撞事件相关联
- 作者：Jairaj Desai;Howell Li;Jijo K. Mathew;Yi-Ting Cheng;Ayman Habib;Darcy M. Bullock
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第1期
- Braking;
- Crash rate;
- Highway safety;
- Vehicle probe data;
22.Seasonal Disorder in Urban Traffic Patterns: A Low Rank Analysis

机译：城市交通模式中的季节性疾病：低等级分析
- 作者：Vaibhav Karve;Derrek Yager;Marzieh Abolhelm;Daniel B. Work;Richard B. Sowers
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第1期
- Traffic;
- Normalization;
- Sparse nonnegative matrix Factorization;
23.Analyzing Parking Sentiment and its Relationship to Parking Supply and the Built Environment Using Online Reviews

机译：使用在线评论分析停车意见及其与停车供应关系的关系
- 作者：Zhiqiu Jiang;Andrew Mondschein
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第1期
- Sentiment analysis;
- Parking;
- Non-work activity;
- Travel behavior;
- Built environment;
- Text mining;
24.A Proactive Approach to Evaluating Intersection Safety Using Hard-Braking Data

机译：使用硬制动数据评估交叉点安全的主动方法
- 作者：Margaret Hunter;Enrique Saldivar-Carranza;Jairaj Desai;Jijo K. Mathew;Howell Li;Darcy M. Bullock
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第2期
- Safety;
- Vehicle probe data;
- Big data;
- Hard-braking;
- Crashes;
25.Deep LSTM Recurrent Neural Networks for Arterial Traffic Volume Data Imputation

机译：深度LSTM经常性神经网络，用于动脉交通量数据估算
- 作者：Abhilasha J. Saroj;Angshuman Guin;Michael Hunter
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第2期
26.Real-Time Traffic Counter Using Mobile Devices

机译：使用移动设备的实时交通计数器
- 作者：P. S. Arun Sooraj;Varghese Kollerathu;Vinay Sudhakaran
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第2期
- Deep learning on mobile devices;
- MobileNetSSDLite V3;
- Traffic counter;
- Vehicle detection;
- Clean air strategies;
27.Scalable Framework for Enhancing Raw GPS Trajectory Data: Application to Trip Analytics for Transportation Planning

机译：用于增强RAW GPS轨迹数据的可扩展框架：应用于运输计划的跳闸分析
- 作者：Zachary Vander Laan;Mark Franz;Nikola Markovic
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第2期
- Trajectory;
- Snapping;
- Map matching;
- Conflation;
- Visual analytics;
28.Deep Learning Techniques for Vehicle Trajectory Extraction in Mixed Traffic

机译：混合交通中车辆轨迹提取的深度学习技术
- 作者：Rohan Dhatbale;Bhargava Rama Chilukuri
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第2期
- Deep learning;
- Image processing;
- Vehicle trajectory extraction;
- Mixed traffic conditions;
- YOLOv3;
29.Inferring Twitters' Socio-demographics to Correct Sampling Bias of Social Media Data for Augmenting Travel Behavior Analysis

机译：推断嫁偶的社会人口统计数据，以纠正社交媒体数据的抽样偏见，以增加旅行行为分析
- 作者：Yu Cui;Qing He
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第2期
- Social media data;
- Twitter;
- Socio-demographics;
- Sampling bias correction;
- Travel behavior;
30.Short-Term Prediction of Demand for Ride-Hailing Services: A Deep Learning Approach

机译：短期预测乘车服务的需求：深度学习方法
- 作者：Long Chen;Piyushimita (Vonu) Thakuriah;Konstantinos Ampountolas
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第2期
31.Optimization Models for Estimating Transit Network Origin-Destination Flows with Big Transit Data

机译：基于大交通数据估计公交网络始发地-目的地流的优化模型
- 作者：Xinyu Liu;Pascal Van Hentenryck;Xilei Zhao
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第3期
32.Semi-supervised GANs to Infer Travel Modes in GPS Trajectories

机译：半监督 GAN 推断 GPS 轨迹中的行驶模式
- 作者：Ali Yazdizadeh;Zachary Patterson;Bilal Farooq
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第3期
33.Large-Scale Data-Driven Traffic Sensor Health Monitoring

机译：大规模数据驱动的交通传感器健康监测
- 作者：Tongge Huang;Pranamesh Chakraborty;Anuj SharmaChinmay Hegde
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第3期
- Sensor health monitoring;
- Anomaly detection;
- Clustering analysis;
- Bayesian changepoint detection;
34.Predicting the Use of Managed Lanes Using Machine Learning

机译：使用机器学习预测托管车道的使用情况
- 作者：Sruthi Ashraf;Arezoo Samimi Abianeh;Farinoush SharifiVivek GuptaIsha Shyam NarsariaMark Burris
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2021年第3期
- Managed lanes;
- Revealed preference;
- Travel behavior;
- Choice models;
- Machine learning;
35.Utility-Based Route Choice Behavior Modeling Using Deep Sequential Models
- 作者：Guimin Dong;Yonghyeon Kweon;B. Brian ParkMehdi Boukhechba
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第3期
- Decision making;
- Route choice behavior;
- Transformer;
- Transportation;
- Utility theory;
- Perception;
36.Identifying the Impact Area of a Traffic Event Through k-Means Clustering
- 作者：Sohrab Mamdoohi;Elise Miller-Hooks
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第3期
- Traffic accidents;
- Freeway work zone;
- Data processing;
- Machine learning;
- k-Means clustering;
- Traffic safety;
37.Generative Semantic Domain Adaptation for Perception in Autonomous Driving
- 作者：Amitangshu Mukherjee;Ameya Joshi;Anuj SharmaChinmay HegdeSoumik Sarkar
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第3期
38.A Data-Driven Network Model for Traffic Volume Prediction at?Signalized Intersections
- 作者：Rezaur Rahman;Jiechao Zhang;Sudipta Dey TirthaTanmoy BhowmikIstiak JahanNaveen EluruSamiul Hasan
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第3期
- Network model;
- Artificial intelligence;
- Traffic prediction;
- ATSPM;
39.Mobile Sensing for Multipurpose Applications in Transportation
- 作者：Armstrong Aboah;Michael Boeding;Yaw Adu-Gyamfi
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第3期
- Mobile sensing application;
- Accelerometer;
- Deep learning;
- International roughness index (IRI);
40.Understanding the Recovery of On-Demand Mobility Services in the COVID-19 Era
- 作者：Zengxiang Lei;Satish V. Ukkusuri
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第1期
- COVID-19;
- On-demand mobility;
- Ridehailing;
- Bikesharing;
- Low-rank approximation;
- Bayesian structural time series;
41.Enhancing Lane Change Prediction at Intersections with Spatio-temporal Adequacy Information
- 作者：Panagiotis Fafoutellis;Jason Plymenos-Papageorgas;Eleni I. Vlahogianni
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第1期
- Lane change;
- Lane changing maneuver;
- Intersection;
- UAV;
- Trajectory data;
- Space–time adequacy;
42.Real-Time Detection and Recognition of Railway Traffic Signals Using Deep Learning
- 作者：Andrea Staino;Akshat Suwalka;Pabitra MitraBiswajit Basu
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第1期
- Railway traffic signal recognition;
- YOLOv5;
- FRSign dataset;
43.A Deep Learning Method for Floodwater Depth Prediction on Roadways from Side-View Real and Synthetic Images of Vehicles
- 作者：Cem Sazara;Behrouz Salahshour;Mecit CetinKhan Iftekharuddin
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第1期
44.Driver Behavior Extraction from Videos in Naturalistic Driving Datasets with 3D ConvNets
- 作者：Hanwen Miao;Shengan Zhang;Carol Flannagan
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第1期
- Cell phone behaviors;
- Video processing;
- 3D ConvNets;
45.Semi-supervised Mode Classification of Inter-city Trips from Cellular Network Data
- 作者：Nils Breyer;Clas Rydergren;David Gundleg?rd
- 期刊名称：《Journal of Big Data Analytics in Transportation》 | 2022年第1期
- Cellular network data;
- Travel mode classification;
- Semi-supervised learning;

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