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— Unverified 0 Beyond Attention: Learning Spatio-Temporal Dynamics with Emergent Interpretable Topologies Jun 1, 2025 Computational Efficiency Graph Attention
— Unverified 0 BiDepth Multimodal Neural Network: Bidirectional Depth Deep Learning Architecture for Spatial-Temporal Prediction Jan 14, 2025 Precipitation Forecasting Prediction
— Unverified 0 BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-domain Learning Mar 11, 2020 Traffic Prediction
— Unverified 0 Call Detail Records Driven Anomaly Detection and Traffic Prediction in Mobile Cellular Networks Jul 30, 2018 Anomaly Detection BIG-bench Machine Learning
— Unverified 0 Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction Aug 23, 2024 Conformal Prediction Prediction
— Unverified 0 Cellular Traffic Prediction Using Online Prediction Algorithms May 8, 2024 Management Prediction
— Unverified 0 DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction Jan 24, 2020 Prediction Traffic Prediction
— Unverified 0 Data Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook Jan 28, 2025 Prediction Traffic Prediction
— Unverified 0 Energy-Guided Data Sampling for Traffic Prediction with Mini Training Datasets Mar 27, 2024 Deep Learning Traffic Prediction
— Unverified 0 On model selection for scalable time series forecasting in transport networks Nov 29, 2019 Clustering Deep Learning
— Unverified 0 Deep Sequence Modeling for Anomalous ISP Traffic Prediction May 3, 2022 Outlier Detection Prediction
— Unverified 0 DEK-Forecaster: A Novel Deep Learning Model Integrated with EMD-KNN for Traffic Prediction Jun 6, 2023 Decision Making Denoising
— Unverified 0 Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework Sep 14, 2020 Deep Learning Disease Prediction
— Unverified 0 Deploying scalable traffic prediction models for efficient management in real-world large transportation networks during hurricane evacuations Jun 17, 2024 Management Prediction
— Unverified 0 DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction Oct 19, 2021 Graph Neural Network Traffic Prediction
— Unverified 0 DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting Apr 10, 2025 Multi-Task Learning Prediction
— Unverified 0 Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning Dec 4, 2023 Computational Efficiency Traffic Prediction
— Unverified 0 DP-LET: An Efficient Spatio-Temporal Network Traffic Prediction Framework Apr 4, 2025 Computational Efficiency Denoising
— Unverified 0 Dynamic Spatio-temporal Graph-based CNNs for Traffic Prediction Dec 5, 2018 Prediction Traffic Prediction
— Unverified 0 Edge-Level Explanations for Graph Neural Networks by Extending Explainability Methods for Convolutional Neural Networks Nov 1, 2021 Molecular Property Prediction Property Prediction
— Unverified 0 Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Mar 15, 2025 Federated Learning Imputation
— Unverified 0 Efficient Metropolitan Traffic Prediction Based on Graph Recurrent Neural Network Nov 2, 2018 Traffic Prediction
— Unverified 0 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 0 Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach Nov 6, 2022 Decision Making Graph Attention
— Unverified 0 Energy and Resource Efficiency by User Traffic Prediction and Classification in Cellular Networks Nov 2, 2021 feature selection Management
— Unverified 0 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 0 Enhancing Peak Network Traffic Prediction via Time-Series Decomposition Mar 9, 2023 Prediction Time Series
— Unverified 0 Enhancing short-term traffic prediction by integrating trends and fluctuations with attention mechanism Apr 28, 2025 Traffic Prediction
— Unverified 0 Enhancing Traffic Prediction with Learnable Filter Module Oct 24, 2023 Prediction Traffic Prediction
— Unverified 0 Enhancing Traffic Prediction with Textual Data Using Large Language Models May 10, 2024 Prediction Scheduling
— Unverified 0 Estimating time of arrival of vehicle fleets with GCN based traffic prediction Nov 21, 2023 Management Position
— Unverified 0 Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks Jan 12, 2021 Prediction Traffic Prediction
— Unverified 0 Federated Contrastive Learning of Graph-Level Representations Nov 18, 2024 Clustering Contrastive Learning
— Unverified 0 Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation Dec 11, 2024 Data Augmentation Federated Learning
— Unverified 0 Federated Learning with Graph-Based Aggregation for Traffic Forecasting Jul 13, 2025 Federated Learning Graph Learning
— Unverified 0 FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning May 14, 2024 Inductive Learning Spatio-Temporal Forecasting
— Unverified 0 Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression Jul 25, 2019 Image-to-Image Regression Management
— Unverified 0 Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes May 15, 2019 Gaussian Processes Traffic Prediction
— Unverified 0 From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data Sep 29, 2020 Management Traffic Prediction
— Unverified 0 FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Dec 23, 2024 Traffic Prediction
— Unverified 0 GC-GRU-N for Traffic Prediction using Loop Detector Data Nov 13, 2022 Traffic Prediction
— Unverified 0 Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction Jan 7, 2024 Graph Neural Network Prediction
— Unverified 0 Global Spatio-Temporal Fusion-based Traffic Prediction Algorithm with Anomaly Aware Dec 19, 2024 Anomaly Detection Prediction
— Unverified 0 Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration Nov 22, 2019 Prediction Traffic Prediction
— Unverified 0 Graph Neural Networks for Modelling Traffic Participant Interaction Mar 4, 2019 Graph Neural Network Prediction
— Unverified 0 Graph Pruning Based Spatial and Temporal Graph Convolutional Network with Transfer Learning for Traffic Prediction Sep 25, 2024 Traffic Prediction Transfer Learning
— Unverified 0 GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report] Jan 10, 2022 Prediction Traffic Prediction
— Unverified 0 GT-CausIn: a novel causal-based insight for traffic prediction Dec 12, 2022 Traffic Prediction
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