Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction Nov 15, 2023 Graph Learning Prediction
— Unverified Spatio-Temporal Graph Structure Learning for Traffic Forecasting Apr 3, 2020 Graph structure learning Time Series
— Unverified Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery Apr 23, 2018 Decoder Epidemiology
— Unverified Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks May 7, 2017 motion prediction Traffic Prediction
— Unverified Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge Aug 23, 2024 Prediction Traffic Prediction
— Unverified SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer Oct 21, 2024 Meta-Learning Traffic Prediction
— Unverified Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values May 24, 2020 Imputation Missing Values
— Unverified STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction Dec 23, 2024 Feature Engineering Graph Attention
— Unverified STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction Oct 31, 2023 Domain Adaptation Few-Shot Learning
— Unverified STEI-PCN: an efficient pure convolutional network for traffic prediction via spatial-temporal encoding and inferring Apr 10, 2025 Computational Efficiency Prediction
— Unverified ST-ExpertNet: A Deep Expert Framework for Traffic Prediction May 5, 2022 Mixture-of-Experts Prediction
— Unverified STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph Oct 30, 2022 Prediction Traffic Prediction
— Unverified STJLA: A Multi-Context Aware Spatio-Temporal Joint Linear Attention Network for Traffic Forecasting Dec 4, 2021 Position Time Series Analysis
— Unverified ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction Apr 24, 2024 Computational Efficiency Mamba
— Unverified STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting Apr 8, 2024 Traffic Prediction
— Unverified Strada-LLM: Graph LLM for traffic prediction Oct 28, 2024 Domain Adaptation Prediction
— Unverified ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction Apr 20, 2024 Computational Efficiency Mamba
— Unverified ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling Mar 13, 2019 Graph Learning Time Series
— Unverified Survey of Federated Learning Models for Spatial-Temporal Mobility Applications May 9, 2023 Community Detection Federated Learning
— Unverified TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling Jan 6, 2024 Graph Neural Network Prediction
— Unverified The Learning and Prediction of Application-level Traffic Data in Cellular Networks Jun 15, 2016 Dictionary Learning Prediction
— Unverified Towards an Ensemble Regressor Model for Anomalous ISP Traffic Prediction May 3, 2022 Management Outlier Detection
— Unverified Towards Fine Grained Network Flow Prediction Aug 20, 2018 Prediction Traffic Prediction
— Unverified Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction Aug 15, 2022 Graph Embedding Prediction
— Unverified TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models Mar 4, 2024 Few-Shot Learning Graph Embedding
— Unverified Traffic4cast 2020 -- Graph Ensemble Net and the Importance of Feature And Loss Function Design for Traffic Prediction Dec 3, 2020 Traffic Prediction
— Unverified Traffic-Aware Service Relocation in Cloud-Oriented Elastic Optical Networks May 17, 2021 Decision Making Traffic Prediction
— Unverified Traffic Flow Combination Forecasting Method Based on Improved LSTM and ARIMA Jun 25, 2019 Prediction Time Series
— Unverified TrafficGPT: Towards Multi-Scale Traffic Analysis and Generation with Spatial-Temporal Agent Framework May 8, 2024 Prediction Traffic Prediction
— Unverified Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory Nov 8, 2017 Traffic Prediction
— Unverified Traffic Prediction considering Multiple Levels of Spatial-temporal Information: A Multi-scale Graph Wavelet-based Approach Jun 18, 2024 Traffic Prediction
— Unverified Traffic Prediction in Cellular Networks using Graph Neural Networks Jan 30, 2023 Traffic Prediction
— Unverified Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities May 31, 2023 Prediction Time Series
— Unverified Traffic Prediction with Transfer Learning: A Mutual Information-based Approach Mar 13, 2023 Graph Reconstruction Management
— Unverified Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting Jun 11, 2020 Machine Translation Time Series
— Unverified Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting Jun 19, 2022 Management Time Series
— Unverified TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic Mar 7, 2024 Decision Making Management
— Unverified TrafPS: A Visual Analysis System Interpreting Traffic Prediction in Shapley Mar 11, 2022 Decision Making Prediction
— Unverified Transfer Learning Based Efficient Traffic Prediction with Limited Training Data May 9, 2022 Decoder Management
— Unverified Travel Speed Prediction with a Hierarchical Convolutional Neural Network and Long Short-Term Memory Model Framework Sep 6, 2018 GPU Traffic Prediction
— Unverified Uncertainty Intervals for Graph-based Spatio-Temporal Traffic Prediction Dec 9, 2020 Density Estimation Prediction
— Unverified Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction Jan 23, 2025 Denoising Traffic Prediction
— Unverified Using Causality for Enhanced Prediction of Web Traffic Time Series Feb 2, 2025 Anomaly Detection Fraud Detection
— Unverified Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient Jun 23, 2022 Management Prediction
— Unverified Virtual Nodes Improve Long-term Traffic Prediction Jan 17, 2025 Prediction Traffic Prediction
— Unverified VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction Nov 16, 2019 Management Traffic Prediction
— Unverified Wavelet‐attention‐based traffic prediction for smart cities Nov 25, 2021 Prediction Time Series
— Unverified Wavelet-Based Hybrid Machine Learning Model for Out-of-distribution Internet Traffic Prediction May 9, 2022 BIG-bench Machine Learning Hybrid Machine Learning
— Unverified Wireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification Feb 13, 2019 Prediction regression
— Unverified 10,000+ Times Accelerated Robust Subset Selection (ARSS) Sep 12, 2014 10-shot image generation Action Recognition
— Unverified 