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Trajectory Extraction for Analysis of Unsafe Driving Behaviour



Online Variational Bayesian Subspace Filtering


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10.1016/j.ijpe.2020.108009

Joint planning for battery swap and supercharging networks with priority service queues


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10.1109/ICPR48806.2021.9412506

Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting


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10.1504/ijspm.2021.117336

Traffic jam prediction using hazardous material transportation management simulation


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10.1109/VTC2021-Spring51267.2021.9448868

Joint Client Association and UAV Scheduling in Cache-Enabled UAV-Assisted Vehicular Networks


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10.23919/ACC50511.2021.9482675

Solving Eco-Driving Problems using Indirect Collocation Method and Smooth Representation


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10.1109/ICACI52617.2021.9435905

An Urban Traffic Signal Control System Based on Traffic Flow Prediction



Data-Driven C-RAN Optimization Exploiting Traffic and Mobility Dynamics of Mobile Users


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10.1016/J.TRPRO.2021.01.014

Flows Over Time as Continuous Limits of Packet-Based Network Simulations


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10.1109/JIOT.2020.3040615

FlexSensing: A QoI and Latency-Aware Task Allocation Scheme for Vehicle-Based Visual Crowdsourcing via Deep Q-Network


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10.1109/TITS.2020.2983763

Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction


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10.4233/UUID:746F5F73-1876-4371-B142-F0F3117DED6A

On-road Assessment of Driver Workload and Awareness in Automated Vehicles


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10.1109/itsc48978.2021.9564456

Learning Normalizing Flow Policies Based on Highway Demonstrations


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10.1109/TITS.2020.2972198

Eco-Approach With Traffic Prediction and Experimental Validation for Connected and Autonomous Vehicles


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10.1109/LCSYS.2020.3040690

Solving Eco-Driving Problems Using Indirect Collocation Method and Smooth Representation


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10.1007/978-981-33-4669-7_10

An Optimistic Planning Approach for the Aircraft Landing Problem



Detection of Brute-Force Attacks in End-to-End Encrypted Network Traffic



Emissions and Secondary Formation of Air Pollutants from Modern Heavy-Duty Trucks in Real-World Traffic-Chemical Characteristics Using On-Line Mass Spectrometry.


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10.1109/ICPR48806.2021.9412056

Temporal Feature Enhancement Network with External Memory for Object Detection in Surveillance Video



Institutional privacy risks in sharing DNS data


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10.1109/access.2021.3108801

High-Performance Software Load Balancer for Cloud-Native Architecture


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10.1080/21680566.2021.1916646

SATP-GAN: self-attention based generative adversarial network for traffic flow prediction


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10.1109/IWQOS52092.2021.9521328

Soudain: Online Adaptive Profile Configuration for Real-time Video Analytics


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10.1007/978-3-030-72073-5_22

Improving Object Detection in Real-World Traffic Scenes


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10.1109/itsc48978.2021.9564849

Traffic Prediction for Connected Vehicles on a Signalized Arterial



Mining Topological Dependencies of Recurrent Congestion in Road Networks


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10.1109/BigDataService52369.2021.00018

Federated Learning for Object Detection in Autonomous Vehicles


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10.1109/ICASSP39728.2021.9413812

Switched Hawkes Processes


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10.1109/IJCNN52387.2021.9533301

Pedestrian Re-identification using a Surround-view Fisheye Camera System*



Turning Rate Estimation in Roundabouts: Analysis and Validation of Different Estimation Methods



A New Real-Time Detection and Tracking Method in Videos for Small Target Traffic Signs



A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web


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10.1016/J.TRC.2021.103339

Predicting traffic demand during hurricane evacuation using Real-time data from transportation systems and social media


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10.1016/J.NEUCOM.2021.06.028

A joint temporal-spatial ensemble model for short-term traffic prediction



Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting


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10.1007/978-981-16-2241-0_3

A Compressive Sensing Based Traffic Monitoring Approach


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10.1016/J.MEASUREMENT.2021.109676

Advanced methods for turning rate estimation in roundabouts


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10.1109/TITS.2021.3113608

Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation



Subcycle-based Neural Network Algorithms for Turning Movement Count Prediction


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10.1109/tits.2020.2991757

How to Evaluate Proving Grounds for Self-Driving? A Quantitative Approach



Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction


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10.1109/MERCon52712.2021.9525670

Short-Term Traffic Forecasting using LSTM-based Deep Learning Models


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10.23919/IFIPNetworking52078.2021.9472804

Towards Identifying Internet Applications Using Early Classification of Traffic Flow


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10.1109/TITS.2021.3062072

Traffic Signal Control With Reinforcement Learning Based on Region-Aware Cooperative Strategy


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10.1109/ICASSP39728.2021.9414532

Voting-Based Ensemble Model for Network Anomaly Detection


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10.1016/J.TRB.2021.03.007

Performance of continuum models for realworld traffic flows: Comprehensive benchmarking


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10.1109/ICASSP39728.2021.9414134

Inferring High-Resolutional Urban Flow With Internet Of Mobile Things


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10.1109/TIFS.2020.3046876

Fine-Grained Webpage Fingerprinting Using Only Packet Length Information of Encrypted Traffic


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10.1109/ICASSP39728.2021.9414596

Traffic Speed Forecasting Via Spatio-Temporal Attentive Graph Isomorphism Network


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10.1109/SECON52354.2021.9491587

A Reinforcement Learning based Decision-making System with Aggressive Driving Behavior Consideration for Autonomous Vehicles


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10.1109/TIFS.2021.3050608

Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks


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10.1007/s10586-021-03393-2

Practical and Configurable Network Traffic Classification Using Probabilistic Machine Learning


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10.1016/J.TRC.2021.103188

Towards reducing the number of crashes during hurricane evacuation: Assessing the potential safety impact of adaptive cruise control systems


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10.1109/ICDCS51616.2021.00073

Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values


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10.1109/TVCG.2021.3071387

Visual Cascade Analytics of Large-scale Spatiotemporal Data.


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10.1109/IJCNN52387.2021.9533821

Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification


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10.1109/itsc48978.2021.9565011

Multi-Step Spatial-Temporal Fusion Network for Traffic Flow Forecasting*


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10.1109/INFOCOMWKSHPS51825.2021.9484477

A Deep Learning based Traffic Flow Classification with Just a Few Packets


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10.1016/J.ESWA.2021.115093

An adaptive cluster-based sparse autoregressive model for large-scale multi-step traffic forecasting


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10.1109/itsc48978.2021.9564771

Optimizing test-set diversity: Trajectory clustering for scenario-based testing of automated driving systems



Evaluation of PNT Error Limits Using Real World Close Encounters from AIS Data


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10.1007/S11042-020-10486-4

A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing


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10.1016/j.trb.2021.06.021

Calibration of stochastic link-based fundamental diagram with explicit consideration of speed heterogeneity


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10.1016/j.aap.2021.106322

An analytic framework using deep learning for prediction of traffic accident injury severity based on contributing factors.


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10.1109/TKDE.2021.3112977

Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction


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10.1007/s40825-021-00191-5

Estimating Road Transport Pollutant Emissions Under Traffic-Congested Conditions with an Integrated Modelling Tool—Emissions Reduction Scenarios Analysis



MultEYE: Monitoring System for Real-Time Vehicle Detection, Tracking and Speed Estimation from UAV Imagery on Edge-Computing Platforms


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10.1109/JIOT.2021.3064342

Glow in the Dark: Smartphone Inertial Odometry for Vehicle Tracking in GPS Blocked Environments


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10.1016/j.trc.2021.103372

A customized deep learning approach to integrate network-scale online traffic data imputation and prediction


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10.1016/J.EGYAI.2021.100051

Evaluation on the Fuel Economy of Automated Vehicles with Data-Driven Simulation Method


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10.1016/J.RESS.2021.107800

Resilience-based Recovery Scheduling of Transportation Network in Mixed Traffic Environment: A Deep-Ensemble-Assisted Active Learning Approach


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10.1109/MET52542.2021.00012

BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models



Incorporating Multi-Context Into the Traversability Map for Urban Autonomous Driving Using Deep Inverse Reinforcement Learning


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10.1109/tits.2021.3099031

The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays



Continuously running genetic algorithm for real-time networking device optimization



Variational Graph Neural Networks for Road Traffic Prediction in Intelligent Transportation Systems


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10.1016/J.ESWA.2021.115489

Solving in real-time the dynamic and stochastic shortest path problem for electric vehicles by a prognostic decision making strategy



Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework



Dynamic Spatiotemporal Causality Analysis for Network Traffic Flow Based on Transfer Entropy and Sliding Window Approach


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10.1109/TKDE.2021.3056502

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting


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10.1016/j.neucom.2020.10.091

Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model



Short-Term Traffic Flow Prediction with Recurrent Mixture Density Network



Deploying spatial-stream query answering in C-ITS scenarios


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10.1109/tits.2021.3102983

Learning dynamic and hierarchical traffic spatiotemporal features with Transformer


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10.1109/OJITS.2021.3093712

Use of Naturalistic Driving Studies for Identification of Vehicle Dynamics


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10.1109/TITS.2020.2997832

Intelligent Edge Computing in Internet of Vehicles: A Joint Computation Offloading and Caching Solution


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10.1109/JIOT.2020.3034899

Targeted Attention Attack on Deep Learning Models in Road Sign Recognition


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10.1109/EuRAD48048.2021.00078

Over-the-Air Vehicle-in-the-Loop Test System for Installed-Performance Evaluation of Automotive Radar Systems in a Virtual Environment


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10.1109/itsc48978.2021.9564544

Mining the Graph Representation of Traffic Speed Data for Graph Convolutional Neural Network


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10.23919/Eusipco47968.2020.9287226

Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm


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10.1109/itsc48978.2021.9565117

Strategic Traffic Management and Operation based on Deep Recommendation Agent



ST-AFN: a spatial-temporal attention based fusion network for lane-level traffic flow prediction



The Blind Side: Latency Challenges in Millimeter Wave Networks for Connected Vehicle Applications


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10.1016/J.JNCA.2021.103083

Fog radio access network optimization for 5G leveraging user mobility and traffic data


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10.1007/978-3-030-75768-7_8

SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network


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10.1016/J.ENERGY.2019.06.114

A unified approach to the analysis of electric energy and fuel consumption of cars in city traffic


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10.5194/ISPRS-ARCHIVES-XLII-2-W13-1573-2019

Trajectory Extraction for Analysis of Unsafe Driving Behaviour


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10.1109/TNET.2019.2951925

DA&FD–Deadline-Aware and Flow Duration-Based Rate Control for Mixed Flows in DCNs



Trajectory Forecasts with Uncertainties of Vulnerable Road Users by Means of Neural Networks


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