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— Unverified Automatically Inferring Data Quality for Spatiotemporal Forecasting Jan 1, 2018 Prediction Traffic Prediction
— Unverified Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction May 21, 2020 Decision Making Management
— Unverified User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches May 9, 2019 BIG-bench Machine Learning Future prediction
— Unverified Enhancing short-term traffic prediction by integrating trends and fluctuations with attention mechanism Apr 28, 2025 Traffic Prediction
— Unverified Enhancing Peak Network Traffic Prediction via Time-Series Decomposition Mar 9, 2023 Prediction Time Series
— Unverified A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data Apr 23, 2024 Data Augmentation Prediction
— Unverified Energy-Efficient Wake-Up Signalling for Machine-Type Devices Based on Traffic-Aware Long-Short Term Memory Prediction Jun 13, 2022 Efficient Neural Network Traffic Prediction
— Unverified Energy and Resource Efficiency by User Traffic Prediction and Classification in Cellular Networks Nov 2, 2021 feature selection Management
— Unverified A Bayesian approach to quantifying uncertainties and improving generalizability in traffic prediction models Jul 12, 2023 Traffic Prediction Uncertainty Quantification
— Unverified Attention-based Spatial-Temporal Graph Neural ODE for Traffic Prediction May 1, 2023 Prediction Traffic Prediction
— Unverified Enhancing Traffic Prediction with Learnable Filter Module Oct 24, 2023 Prediction Traffic Prediction
— Unverified Enhancing Traffic Prediction with Textual Data Using Large Language Models May 10, 2024 Prediction Scheduling
— Unverified B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction Oct 23, 2023 Federated Learning Prediction
— Unverified Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach Nov 6, 2022 Decision Making Graph Attention
— Unverified A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework Feb 14, 2022 Traffic Prediction
— Unverified Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks Jan 12, 2021 Prediction Traffic Prediction
— Unverified Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting Oct 15, 2020 Traffic Prediction
— Unverified 5G Traffic Prediction with Time Series Analysis Oct 7, 2021 Classification Prediction
— Unverified Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction Nov 1, 2018 BIG-bench Machine Learning Computational Efficiency
— Unverified Efficient Metropolitan Traffic Prediction Based on Graph Recurrent Neural Network Nov 2, 2018 Traffic Prediction
— Unverified A Traffic Prediction-Based Individualized Driver Warning System to Reduce Red Light Violations Nov 5, 2024 Traffic Prediction
— Unverified A Dynamic Temporal Self-attention Graph Convolutional Network for Traffic Prediction Feb 21, 2023 Traffic Prediction
— Unverified Intelligent Traffic Steering in Beyond 5G Open RAN based on LSTM Traffic Prediction Oct 17, 2022 Management Traffic Prediction
— Unverified Interaction-aware Traffic Prediction and Scenario-based Model Predictive Control for Autonomous Vehicles on Highways Oct 11, 2023 Autonomous Vehicles Decision Making
— Unverified Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Mar 15, 2025 Federated Learning Imputation
— Unverified Edge-Level Explanations for Graph Neural Networks by Extending Explainability Methods for Convolutional Neural Networks Nov 1, 2021 Molecular Property Prediction Property Prediction
— Unverified A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective Dec 13, 2023 Decision Making Image Generation
— Unverified AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting Nov 22, 2020 Attribute Traffic Prediction
— Unverified A Deep Learning Approach for Network-wide Dynamic Traffic Prediction during Hurricane Evacuation Feb 25, 2022 Management Traffic Prediction
— Unverified Dynamic Spatio-temporal Graph-based CNNs for Traffic Prediction Dec 5, 2018 Prediction Traffic Prediction
— Unverified A spatial-temporal short-term traffic flow prediction model based on dynamical-learning graph convolution mechanism May 10, 2022 Management Prediction
— Unverified 3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting Mar 3, 2019 4D Spatio Temporal Semantic Segmentation Time Series
— Unverified Informed along the road: roadway capacity driven graph convolution network for network-wide traffic prediction Jun 18, 2024 Management Traffic Prediction
— Unverified Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction Jan 22, 2024 Graph Neural Network Knowledge Distillation
— Unverified DP-LET: An Efficient Spatio-Temporal Network Traffic Prediction Framework Apr 4, 2025 Computational Efficiency Denoising
— Unverified A Sparse Cross Attention-based Graph Convolution Network with Auxiliary Information Awareness for Traffic Flow Prediction Dec 14, 2023 Attribute Decoder
— Unverified Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning Dec 4, 2023 Computational Efficiency Traffic Prediction
— Unverified A Review of Network Traffic Analysis and Prediction Techniques Jul 21, 2015 Prediction Traffic Prediction
— Unverified DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting Apr 10, 2025 Multi-Task Learning Prediction
— Unverified Adaptive Modeling of Uncertainties for Traffic Forecasting Mar 16, 2023 Management Prediction
— Unverified DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction Oct 19, 2021 Graph Neural Network Traffic Prediction
— Unverified Deploying scalable traffic prediction models for efficient management in real-world large transportation networks during hurricane evacuations Jun 17, 2024 Management Prediction
— Unverified Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems Apr 21, 2021 Anomaly Detection BIG-bench Machine Learning
— Unverified Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction Feb 28, 2025 Federated Learning Kolmogorov-Arnold Networks
— Unverified Improved Performance of BitTorrent Traffic Prediction Using Kalman Filter Jun 9, 2020 Prediction Traffic Prediction
— Unverified 