HAGCN : Network Decentralization Attention Based Heterogeneity-Aware Spatiotemporal Graph Convolution Network for Traffic Signal Forecasting Sep 5, 2022 Traffic Prediction
— Unverified 0 Heterogeneous Graph Sequence Neural Networks for Dynamic Traffic Assignment Aug 7, 2024 Decoder Traffic Prediction
— Unverified 0 Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model Sep 8, 2022 Diversity Node Clustering
— Unverified 0 Highly Dynamic and Flexible Spatio-Temporal Spectrum Management with AI-Driven O-RAN: A Multi-Granularity Marketplace Framework Feb 19, 2025 Management Traffic Prediction
— Unverified 0 HQSI: Hybrid Quantum Swarm Intelligence -- A Case Study of Online Certificate Status Protocol Request Flow Prediction May 7, 2025 Traffic Prediction
— Unverified 0 Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data Jun 23, 2020 Traffic Prediction
— Unverified 0 Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Prediction Jan 29, 2024 Data Augmentation Self-Supervised Learning
— Unverified 0 IGANI: Iterative Generative Adversarial Networks for Imputation with Application to Traffic Data Aug 11, 2020 Imputation Management
— Unverified 0 Improved Performance of BitTorrent Traffic Prediction Using Kalman Filter Jun 9, 2020 Prediction Traffic Prediction
— Unverified 0 Improving Traffic Density Forecasting in Intelligent Transportation Systems Using Gated Graph Neural Networks Oct 26, 2023 Traffic Prediction
— Unverified 0 Incorporating Long-term Data in Training Short-term Traffic Prediction Model Oct 16, 2024 Traffic Prediction
— Unverified 0 Informed along the road: roadway capacity driven graph convolution network for network-wide traffic prediction Jun 18, 2024 Management Traffic Prediction
— Unverified 0 Intelligent Traffic Steering in Beyond 5G Open RAN based on LSTM Traffic Prediction Oct 17, 2022 Management Traffic Prediction
— Unverified 0 Interaction-aware Traffic Prediction and Scenario-based Model Predictive Control for Autonomous Vehicles on Highways Oct 11, 2023 Autonomous Vehicles Decision Making
— Unverified 0 Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction Jan 22, 2024 Graph Neural Network Knowledge Distillation
— Unverified 0 Learning spatiotemporal features from incomplete data for traffic flow prediction using hybrid deep neural networks Apr 21, 2022 Imputation Missing Values
— Unverified 0 Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction May 21, 2020 Decision Making Management
— Unverified 0 Lens: A Foundation Model for Network Traffic Feb 6, 2024 Decoder model
— Unverified 0 Leveraging Neo4j and deep learning for traffic congestion simulation & optimization Apr 1, 2023 Deep Learning Traffic Prediction
— Unverified 0 LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis Aug 14, 2021 Graph Neural Network Privacy Preserving
— Unverified 0 LSTM-ACB-Based Random Access for Mixed Traffic IoT Networks Mar 2, 2023 Traffic Prediction
— Unverified 0 Machine Learning for Predictive Deployment of UAVs with Multiple Access Mar 2, 2020 BIG-bench Machine Learning Traffic Prediction
— Unverified 0 Machine Learning in Short-Reach Optical Systems: A Comprehensive Survey May 2, 2024 Fault Detection Survey
— Unverified 0 MetaSTNet: Multimodal Meta-learning for Cellular Traffic Conformal Prediction May 26, 2025 Conformal Prediction Meta-Learning
— Unverified 0 Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction Jun 1, 2022 Meta-Learning regression
— Unverified 0 Minimalist Traffic Prediction: Linear Layer Is All You Need Aug 20, 2023 All Prediction
— Unverified 0 MLPST: MLP is All You Need for Spatio-Temporal Prediction Sep 23, 2023 All Prediction
— Unverified 0 Mobile Traffic Prediction at the Edge Through Distributed and Deep Transfer Learning Oct 22, 2023 Edge-computing Explainable artificial intelligence
— Unverified 0 Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction Jan 8, 2021 Prediction Traffic Prediction
— Unverified 0 MSCMHMST: A traffic flow prediction model based on Transformer Mar 16, 2025 Prediction Traffic Prediction
— Unverified 0 MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction Jul 19, 2024 counterfactual Prediction
— Unverified 0 Multi-agent Traffic Prediction via Denoised Endpoint Distribution May 11, 2024 Autonomous Driving Prediction
— Unverified 0 Multi-fold Correlation Attention Network for Predicting Traffic Speeds with Heterogeneous Frequency Apr 19, 2021 Traffic Prediction
— Unverified 0 Multi-Head Spatiotemporal Attention Graph Convolutional Network for Traffic Prediction Apr 9, 2023 Traffic Prediction
— Unverified 0 Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation Dec 20, 2018 Gaussian Processes Imputation
— Unverified 0 Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks Apr 12, 2024 Decoder Prediction
— Unverified 0 Multistep traffic speed prediction: A deep learning based approach using latent space mapping considering spatio-temporal dependencies Nov 3, 2021 Management Prediction
— Unverified 0 Network Wide Evacuation Traffic Prediction in a Rapidly Intensifying Hurricane from Traffic Detectors and Facebook Movement Data: A Deep Learning Approach Nov 16, 2023 Prediction Traffic Prediction
— Unverified 0 Networkwide Traffic State Forecasting Using Exogenous Information: A Multi-Dimensional Graph Attention-Based Approach Oct 18, 2023 Decision Making Graph Attention
— Unverified 0 Newell's theory based feature transformations for spatio-temporal traffic prediction Jul 12, 2023 Traffic Prediction
— Unverified 0 NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction Jul 4, 2022 Graph Neural Network Prediction
— Unverified 0 Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning Jan 8, 2020 Ensemble Learning Management
— Unverified 0 NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches Feb 18, 2025 Deep Reinforcement Learning Graph Neural Network
— Unverified 0 On Transfer Learning for a Fully Convolutional Deep Neural SIMO Receiver Aug 29, 2024 Traffic Prediction Transfer Learning
— Unverified 0 Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning Jan 12, 2024 Autonomous Driving Decision Making
— Unverified 0 Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services Sep 5, 2020 Federated Learning global-optimization
— Unverified 0 PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting Feb 18, 2022 Time Series Analysis Traffic Prediction
— Unverified 0 Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction Apr 22, 2024 Autonomous Vehicles Federated Learning
— Unverified 0 Position-Aware Convolutional Networks for Traffic Prediction Apr 12, 2019 Management Position
— Unverified 0 Predicting the Skies: A Novel Model for Flight-Level Passenger Traffic Forecasting Jan 7, 2024 Data Augmentation Diversity
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