A Deep Learning Approach for Network-wide Dynamic Traffic Prediction during Hurricane Evacuation Feb 25, 2022 Management Traffic Prediction
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— Unverified 0A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework Feb 14, 2022 Traffic Prediction
— Unverified 0A Graph Signal Processing Approach For Real-Time Traffic Prediction In Transportation Networks Nov 19, 2017 Clustering Management
— Unverified 0A Learning-Based Fast Uplink Grant for Massive IoT via Support Vector Machines and Long Short-Term Memory Aug 2, 2021 Traffic Prediction
— Unverified 0An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments Nov 30, 2023 Prediction Time Series
— Unverified 0Analysis of different temporal graph neural network configurations on dynamic graphs May 2, 2023 Graph Neural Network Node Regression
— Unverified 0An Effective Dynamic Spatio-temporal Framework with Multi-Source Information for Traffic Prediction May 8, 2020 Management Prediction
— Unverified 0An Empirical Study on Internet Traffic Prediction Using Statistical Rolling Model May 3, 2022 Future prediction Prediction
— Unverified 0A novel hybrid time-varying graph neural network for traffic flow forecasting Jan 17, 2024 Graph Learning Graph Neural Network
— Unverified 0A Novel Method for Analyzing Weather Effect on Smart City Traffic Jul 5, 2021 Traffic Prediction
— Unverified 0Application of Bounded Total Variation Denoising in Urban Traffic Analysis Aug 4, 2018 Clustering Denoising
— Unverified 0Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems Apr 21, 2021 Anomaly Detection BIG-bench Machine Learning
— Unverified 0A Review of Network Traffic Analysis and Prediction Techniques Jul 21, 2015 Prediction Traffic Prediction
— Unverified 0A Sparse Cross Attention-based Graph Convolution Network with Auxiliary Information Awareness for Traffic Flow Prediction Dec 14, 2023 Attribute Decoder
— Unverified 0A spatial-temporal short-term traffic flow prediction model based on dynamical-learning graph convolution mechanism May 10, 2022 Management Prediction
— Unverified 0AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting Nov 22, 2020 Attribute Traffic Prediction
— Unverified 0A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective Dec 13, 2023 Decision Making Image Generation
— Unverified 0A Traffic Prediction-Based Individualized Driver Warning System to Reduce Red Light Violations Nov 5, 2024 Traffic Prediction
— Unverified 0Attention-based Spatial-Temporal Graph Neural ODE for Traffic Prediction May 1, 2023 Prediction Traffic Prediction
— Unverified 0A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data Apr 23, 2024 Data Augmentation Prediction
— Unverified 0Automatically Inferring Data Quality for Spatiotemporal Forecasting Jan 1, 2018 Prediction Traffic Prediction
— Unverified 0B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction Oct 23, 2023 Federated Learning Prediction
— Unverified 0Bayesian Graph Convolutional Network for Traffic Prediction Apr 1, 2021 Prediction Traffic Prediction
— Unverified 0Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting Oct 15, 2020 Traffic Prediction
— Unverified 0Beyond Attention: Learning Spatio-Temporal Dynamics with Emergent Interpretable Topologies Jun 1, 2025 Computational Efficiency Graph Attention
— Unverified 0BiDepth Multimodal Neural Network: Bidirectional Depth Deep Learning Architecture for Spatial-Temporal Prediction Jan 14, 2025 Precipitation Forecasting Prediction
— Unverified 0BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-domain Learning Mar 11, 2020 Traffic Prediction
— Unverified 0Call Detail Records Driven Anomaly Detection and Traffic Prediction in Mobile Cellular Networks Jul 30, 2018 Anomaly Detection BIG-bench Machine Learning
— Unverified 0Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction Aug 23, 2024 Conformal Prediction Prediction
— Unverified 0Cellular Traffic Prediction Using Online Prediction Algorithms May 8, 2024 Management Prediction
— Unverified 0DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction Jan 24, 2020 Prediction Traffic Prediction
— Unverified 0Data Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook Jan 28, 2025 Prediction Traffic Prediction
— Unverified 0Energy-Guided Data Sampling for Traffic Prediction with Mini Training Datasets Mar 27, 2024 Deep Learning Traffic Prediction
— Unverified 0On model selection for scalable time series forecasting in transport networks Nov 29, 2019 Clustering Deep Learning
— Unverified 0Deep Sequence Modeling for Anomalous ISP Traffic Prediction May 3, 2022 Outlier Detection Prediction
— Unverified 0DEK-Forecaster: A Novel Deep Learning Model Integrated with EMD-KNN for Traffic Prediction Jun 6, 2023 Decision Making Denoising
— Unverified 0Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework Sep 14, 2020 Deep Learning Disease Prediction
— Unverified 0Deploying scalable traffic prediction models for efficient management in real-world large transportation networks during hurricane evacuations Jun 17, 2024 Management Prediction
— Unverified 0DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction Oct 19, 2021 Graph Neural Network Traffic Prediction
— Unverified 0DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting Apr 10, 2025 Multi-Task Learning Prediction
— Unverified 0Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning Dec 4, 2023 Computational Efficiency Traffic Prediction
— Unverified 0DP-LET: An Efficient Spatio-Temporal Network Traffic Prediction Framework Apr 4, 2025 Computational Efficiency Denoising
— Unverified 0Dynamic Spatio-temporal Graph-based CNNs for Traffic Prediction Dec 5, 2018 Prediction Traffic Prediction
— Unverified 0Edge-Level Explanations for Graph Neural Networks by Extending Explainability Methods for Convolutional Neural Networks Nov 1, 2021 Molecular Property Prediction Property Prediction
— Unverified 0Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Mar 15, 2025 Federated Learning Imputation
— Unverified 0Efficient Metropolitan Traffic Prediction Based on Graph Recurrent Neural Network Nov 2, 2018 Traffic Prediction
— Unverified 0Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction Nov 1, 2018 BIG-bench Machine Learning Computational Efficiency
— Unverified 0Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach Nov 6, 2022 Decision Making Graph Attention
— Unverified 0Energy and Resource Efficiency by User Traffic Prediction and Classification in Cellular Networks Nov 2, 2021 feature selection Management
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