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 Enhancing Peak Network Traffic Prediction via Time-Series Decomposition Mar 9, 2023 Prediction Time Series
— Unverified Enhancing short-term traffic prediction by integrating trends and fluctuations with attention mechanism Apr 28, 2025 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 Estimating time of arrival of vehicle fleets with GCN based traffic prediction Nov 21, 2023 Management Position
— Unverified Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks Jan 12, 2021 Prediction Traffic Prediction
— Unverified Federated Contrastive Learning of Graph-Level Representations Nov 18, 2024 Clustering Contrastive Learning
— Unverified Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation Dec 11, 2024 Data Augmentation Federated Learning
— Unverified Federated Learning with Graph-Based Aggregation for Traffic Forecasting Jul 13, 2025 Federated Learning Graph Learning
— Unverified FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning May 14, 2024 Inductive Learning Spatio-Temporal Forecasting
— Unverified Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression Jul 25, 2019 Image-to-Image Regression Management
— Unverified Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes May 15, 2019 Gaussian Processes Traffic Prediction
— Unverified From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data Sep 29, 2020 Management Traffic Prediction
— Unverified FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Dec 23, 2024 Traffic Prediction
— Unverified GC-GRU-N for Traffic Prediction using Loop Detector Data Nov 13, 2022 Traffic Prediction
— Unverified Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction Jan 7, 2024 Graph Neural Network Prediction
— Unverified Global Spatio-Temporal Fusion-based Traffic Prediction Algorithm with Anomaly Aware Dec 19, 2024 Anomaly Detection Prediction
— Unverified Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration Nov 22, 2019 Prediction Traffic Prediction
— Unverified Graph Neural Networks for Modelling Traffic Participant Interaction Mar 4, 2019 Graph Neural Network Prediction
— Unverified GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report] Jan 10, 2022 Prediction Traffic Prediction
— Unverified GT-CausIn: a novel causal-based insight for traffic prediction Dec 12, 2022 Traffic Prediction
— Unverified HAGCN : Network Decentralization Attention Based Heterogeneity-Aware Spatiotemporal Graph Convolution Network for Traffic Signal Forecasting Sep 5, 2022 Traffic Prediction
— Unverified Heterogeneous Graph Sequence Neural Networks for Dynamic Traffic Assignment Aug 7, 2024 Decoder Traffic Prediction
— Unverified Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model Sep 8, 2022 Diversity Node Clustering
— Unverified 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 HQSI: Hybrid Quantum Swarm Intelligence -- A Case Study of Online Certificate Status Protocol Request Flow Prediction May 7, 2025 Traffic Prediction
— Unverified Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data Jun 23, 2020 Traffic Prediction
— Unverified Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Prediction Jan 29, 2024 Data Augmentation Self-Supervised Learning
— Unverified IGANI: Iterative Generative Adversarial Networks for Imputation with Application to Traffic Data Aug 11, 2020 Imputation Management
— Unverified Improved Performance of BitTorrent Traffic Prediction Using Kalman Filter Jun 9, 2020 Prediction Traffic Prediction
— Unverified Improving Traffic Density Forecasting in Intelligent Transportation Systems Using Gated Graph Neural Networks Oct 26, 2023 Traffic Prediction
— Unverified Incorporating Long-term Data in Training Short-term Traffic Prediction Model Oct 16, 2024 Traffic Prediction
— Unverified Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction May 30, 2023 Prediction regression
— Unverified Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics Jul 30, 2020 Prediction Traffic Prediction
— Unverified SAMSGL: Series-Aligned Multi-Scale Graph Learning for Spatio-Temporal Forecasting Dec 5, 2023 Graph Learning Graph structure learning
— Unverified Self-Refined Generative Foundation Models for Wireless Traffic Prediction Aug 19, 2024 Few-Shot Learning In-Context Learning
— Unverified Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction Dec 4, 2024 Traffic Prediction
— Unverified Short Duration Traffic Flow Prediction Using Kalman Filtering Aug 6, 2022 Management Prediction
— Unverified Short-term Road Traffic Prediction based on Deep Cluster at Large-scale Networks Feb 25, 2019 Clustering Deep Clustering
— Unverified Short-term traffic prediction using physics-aware neural networks Sep 21, 2021 Traffic Prediction
— Unverified Short-term Traffic Prediction with Deep Neural Networks: A Survey Aug 28, 2020 Meta-Learning Survey
— Unverified Integrating spoken instructions into flight trajectory prediction to optimize automation in air traffic control May 2, 2023 Prediction Traffic Prediction
— Unverified Smart Journey in Istanbul: A Mobile Application in Smart Cities for Traffic Estimation by Harnessing Time Series Dec 13, 2022 Time Series Time Series Analysis
— 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 Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing Demand Prediction Jun 7, 2020 Graph Attention Prediction
— Unverified Spatial-Temporal Feature Extraction and Evaluation Network for Citywide Traffic Condition Prediction Jul 22, 2022 Scheduling Traffic Prediction
— Unverified Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction Mar 10, 2021 Management Prediction
— Unverified Spatio-Temporal Deep Graph Infomax Apr 12, 2019 Representation Learning Traffic Prediction
— Unverified 