Traffic Forecasting on Traffic Moving Snippets Oct 27, 2021 Traffic Prediction
Code Code Available Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting Oct 20, 2021 Traffic Prediction
Code Code Available DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction Oct 19, 2021 Graph Neural Network Traffic Prediction
— Unverified Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network Oct 8, 2021 Traffic Prediction
Code Code Available 5G Traffic Prediction with Time Series Analysis Oct 7, 2021 Classification Prediction
— Unverified PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation Sep 23, 2021 Autonomous Driving GPU
— Unverified Short-term traffic prediction using physics-aware neural networks Sep 21, 2021 Traffic Prediction
— Unverified Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting Sep 11, 2021 Traffic Prediction
— Unverified Spatially Focused Attack against Spatiotemporal Graph Neural Networks Sep 10, 2021 Management Traffic Prediction
— Unverified DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction Aug 20, 2021 Deep Learning Time Series
Code Code Available LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis Aug 14, 2021 Graph Neural Network Privacy Preserving
— Unverified Completion and Augmentation based Spatiotemporal Deep Learning Approach for Short-Term Metro Origin-Destination Matrix Prediction under Limited Observable Data Aug 9, 2021 Management Prediction
Code Code Available A Learning-Based Fast Uplink Grant for Massive IoT via Support Vector Machines and Long Short-Term Memory Aug 2, 2021 Traffic Prediction
— Unverified A Novel Method for Analyzing Weather Effect on Smart City Traffic Jul 5, 2021 Traffic Prediction
— Unverified Incorporating Reachability Knowledge into a Multi-Spatial Graph Convolution Based Seq2Seq Model for Traffic Forecasting Jul 4, 2021 Decoder Traffic Prediction
Code Code Available Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting Jun 24, 2021 Traffic Prediction
Code Code Available Conditional Temporal Neural Processes with Covariance Loss Jun 22, 2021 Time Series Forecasting Traffic Prediction
Code Code Available QFCNN: Quantum Fourier Convolutional Neural Network Jun 19, 2021 image-classification Image Classification
— Unverified SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction Jun 17, 2021 Time Series Time Series Analysis
Code Code Available Traffic-Aware Service Relocation in Cloud-Oriented Elastic Optical Networks May 17, 2021 Decision Making Traffic Prediction
— Unverified Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution Apr 30, 2021 Management Traffic Prediction
Code Code Available Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs Apr 27, 2021 Multivariate Time Series Forecasting Prediction
Code Code Available Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network Apr 26, 2021 Graph Neural Network Traffic Prediction
Code Code Available Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems Apr 21, 2021 Anomaly Detection BIG-bench Machine Learning
— Unverified Adversarial Diffusion Attacks on Graph-based Traffic Prediction Models Apr 19, 2021 Adversarial Attack Management
Code Code Available Multi-fold Correlation Attention Network for Predicting Traffic Speeds with Heterogeneous Frequency Apr 19, 2021 Traffic Prediction
— Unverified Bayesian Graph Convolutional Network for Traffic Prediction Apr 1, 2021 Prediction Traffic Prediction
— Unverified SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network Mar 31, 2021 Graph Neural Network Traffic Prediction
Code Code Available Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Mar 13, 2021 Graph Neural Network Multivariate Time Series Forecasting
Code Code Available Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction Mar 10, 2021 Management Prediction
— Unverified Scalable Learning With a Structural Recurrent Neural Network for Short-Term Traffic Prediction Mar 3, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Spatial‐temporal attention wavenet: A deep learning framework for traffic prediction considering spatial‐temporal dependencies Mar 2, 2021 Prediction Traffic Prediction
Code Code Available Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks Jan 12, 2021 Prediction Traffic Prediction
— Unverified Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction Jan 8, 2021 Prediction Traffic Prediction
— Unverified A Graph Convolutional Network with Signal Phasing Information for Arterial Traffic Prediction Dec 25, 2020 Prediction Traffic Prediction
Code Code Available Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting Dec 15, 2020 Traffic Prediction
Code Code Available Uncertainty Intervals for Graph-based Spatio-Temporal Traffic Prediction Dec 9, 2020 Density Estimation Prediction
— Unverified Traffic flow prediction using Deep Sedenion Networks Dec 7, 2020 Multi-Task Learning Prediction
Code Code Available Traffic4cast 2020 -- Graph Ensemble Net and the Importance of Feature And Loss Function Design for Traffic Prediction Dec 3, 2020 Traffic Prediction
— Unverified AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting Nov 22, 2020 Attribute Traffic Prediction
— Unverified Multi-agent Trajectory Prediction with Fuzzy Query Attention Oct 29, 2020 Decision Making Prediction
Code Code Available Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting Oct 15, 2020 Traffic Prediction
— Unverified From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data Sep 29, 2020 Management Traffic Prediction
— Unverified Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework Sep 20, 2020 Traffic Prediction
Code Code Available Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework Sep 14, 2020 Deep Learning Disease Prediction
— Unverified Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services Sep 5, 2020 Federated Learning global-optimization
— Unverified Short-term Traffic Prediction with Deep Neural Networks: A Survey Aug 28, 2020 Meta-Learning Survey
— Unverified IGANI: Iterative Generative Adversarial Networks for Imputation with Application to Traffic Data Aug 11, 2020 Imputation Management
— Unverified Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics Jul 30, 2020 Prediction Traffic Prediction
— Unverified Traffic Prediction Framework for OpenStreetMap using Deep Learning based Complex Event Processing and Open Traffic Cameras Jul 12, 2020 object-detection Object Detection
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