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Traffic Prediction

Papers archive 2025-07-28

archive papers tagged: 375 · with a code link: 164 · where Syntology ran a sample: 36 (31 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (36 of 375 tagged: 31 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 4 of 4: papers 301 to 375 of 375, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction
  19 Oct 2021 0 repositories listed
• 5G Traffic Prediction with Time Series Analysis
  7 Oct 2021 0 repositories listed
• PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation
  23 Sep 2021 0 repositories listed
• Short-term traffic prediction using physics-aware neural networks
  21 Sep 2021 0 repositories listed
• Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting
  11 Sep 2021 0 repositories listed
• Spatially Focused Attack against Spatiotemporal Graph Neural Networks
  10 Sep 2021 0 repositories listed
• LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis
  14 Aug 2021 0 repositories listed
• A Learning-Based Fast Uplink Grant for Massive IoT via Support Vector Machines and Long Short-Term Memory
  2 Aug 2021 0 repositories listed
• A Novel Method for Analyzing Weather Effect on Smart City Traffic
  5 Jul 2021 0 repositories listed
• QFCNN: Quantum Fourier Convolutional Neural Network
  19 Jun 2021 0 repositories listed
• Traffic-Aware Service Relocation in Cloud-Oriented Elastic Optical Networks
  17 May 2021 0 repositories listed
• Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems
  21 Apr 2021 0 repositories listed
• Multi-fold Correlation Attention Network for Predicting Traffic Speeds with Heterogeneous Frequency
  19 Apr 2021 0 repositories listed
• Bayesian Graph Convolutional Network for Traffic Prediction
  1 Apr 2021 0 repositories listed
• Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction
  10 Mar 2021 0 repositories listed
• Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks
  12 Jan 2021 0 repositories listed
• Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction
  8 Jan 2021 0 repositories listed
• Uncertainty Intervals for Graph-based Spatio-Temporal Traffic Prediction
  9 Dec 2020 0 repositories listed
• Traffic4cast 2020 -- Graph Ensemble Net and the Importance of Feature And Loss Function Design for Traffic Prediction
  3 Dec 2020 0 repositories listed
• AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting
  22 Nov 2020 0 repositories listed
• Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting
  15 Oct 2020 0 repositories listed
• From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data
  29 Sep 2020 0 repositories listed
• Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework
  14 Sep 2020 0 repositories listed
• Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services
  5 Sep 2020 0 repositories listed
• Short-term Traffic Prediction with Deep Neural Networks: A Survey
  28 Aug 2020 0 repositories listed
• IGANI: Iterative Generative Adversarial Networks for Imputation with Application to Traffic Data
  11 Aug 2020 0 repositories listed
• Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics
  30 Jul 2020 0 repositories listed
• Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data
  23 Jun 2020 0 repositories listed
• Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting
  11 Jun 2020 0 repositories listed
• Improved Performance of BitTorrent Traffic Prediction Using Kalman Filter
  9 Jun 2020 0 repositories listed
• Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing Demand Prediction
  7 Jun 2020 0 repositories listed
• Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values
  24 May 2020 0 repositories listed
• Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction
  21 May 2020 0 repositories listed
• An Effective Dynamic Spatio-temporal Framework with Multi-Source Information for Traffic Prediction
  8 May 2020 0 repositories listed
• Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions
  18 Apr 2020 0 repositories listed
• Spatio-Temporal Graph Structure Learning for Traffic Forecasting
  3 Apr 2020 0 repositories listed
• BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-domain Learning
  11 Mar 2020 0 repositories listed
• Machine Learning for Predictive Deployment of UAVs with Multiple Access
  2 Mar 2020 0 repositories listed
• DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction
  24 Jan 2020 0 repositories listed
• Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning
  8 Jan 2020 0 repositories listed
• On model selection for scalable time series forecasting in transport networks
  29 Nov 2019 0 repositories listed
• Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration
  22 Nov 2019 0 repositories listed
• VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction
  16 Nov 2019 0 repositories listed
• Regularized Deep Networks in Intelligent Transportation Systems: A Taxonomy and a Case Study
  8 Nov 2019 0 repositories listed
• Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression
  25 Jul 2019 0 repositories listed
• Traffic Flow Combination Forecasting Method Based on Improved LSTM and ARIMA
  25 Jun 2019 0 repositories listed
• Revisiting Flow Information for Traffic Prediction
  3 Jun 2019 0 repositories listed
• Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA
  3 Jun 2019 0 repositories listed
• Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes
  15 May 2019 0 repositories listed
• User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches
  9 May 2019 0 repositories listed
• Understanding Urban Dynamics via Context-aware Tensor Factorization with Neighboring Regularization
  25 Apr 2019 0 repositories listed
• Position-Aware Convolutional Networks for Traffic Prediction
  12 Apr 2019 0 repositories listed
• Spatio-Temporal Deep Graph Infomax
  12 Apr 2019 0 repositories listed
• ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling
  13 Mar 2019 0 repositories listed
• Graph Neural Networks for Modelling Traffic Participant Interaction
  4 Mar 2019 0 repositories listed
• 3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting
  3 Mar 2019 0 repositories listed
• Short-term Road Traffic Prediction based on Deep Cluster at Large-scale Networks
  25 Feb 2019 0 repositories listed
• Wireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification
  13 Feb 2019 0 repositories listed
• Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation
  20 Dec 2018 0 repositories listed
• Dynamic Spatio-temporal Graph-based CNNs for Traffic Prediction
  5 Dec 2018 0 repositories listed
• Efficient Metropolitan Traffic Prediction Based on Graph Recurrent Neural Network
  2 Nov 2018 0 repositories listed
• Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction
  1 Nov 2018 0 repositories listed
• Travel Speed Prediction with a Hierarchical Convolutional Neural Network and Long Short-Term Memory Model Framework
  6 Sep 2018 0 repositories listed
• Towards Fine Grained Network Flow Prediction
  20 Aug 2018 0 repositories listed
• Application of Bounded Total Variation Denoising in Urban Traffic Analysis
  4 Aug 2018 0 repositories listed
• Call Detail Records Driven Anomaly Detection and Traffic Prediction in Mobile Cellular Networks
  30 Jul 2018 0 repositories listed
• Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery
  23 Apr 2018 0 repositories listed
• Automatically Inferring Data Quality for Spatiotemporal Forecasting
  1 Jan 2018 0 repositories listed
• A Graph Signal Processing Approach For Real-Time Traffic Prediction In Transportation Networks
  19 Nov 2017 0 repositories listed
• Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory
  8 Nov 2017 0 repositories listed
• Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks
  7 May 2017 0 repositories listed
• Ranking in evolving complex networks
  26 Apr 2017 0 repositories listed
• The Learning and Prediction of Application-level Traffic Data in Cellular Networks
  15 Jun 2016 0 repositories listed
• A Review of Network Traffic Analysis and Prediction Techniques
  21 Jul 2015 0 repositories listed
• 10,000+ Times Accelerated Robust Subset Selection (ARSS)
  12 Sep 2014 0 repositories listed