Enhancing Traffic Prediction with Learnable Filter Module Oct 24, 2023 Prediction Traffic Prediction
— Unverified B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction Oct 23, 2023 Federated Learning Prediction
— Unverified Mobile Traffic Prediction at the Edge Through Distributed and Deep Transfer Learning Oct 22, 2023 Edge-computing Explainable artificial intelligence
— Unverified Networkwide Traffic State Forecasting Using Exogenous Information: A Multi-Dimensional Graph Attention-Based Approach Oct 18, 2023 Decision Making Graph Attention
— Unverified Interaction-aware Traffic Prediction and Scenario-based Model Predictive Control for Autonomous Vehicles on Highways Oct 11, 2023 Autonomous Vehicles Decision Making
— Unverified Revealing the Power of Masked Autoencoders in Traffic Forecasting Sep 26, 2023 Decoder Multivariate Time Series Forecasting
Code Code Available MLPST: MLP is All You Need for Spatio-Temporal Prediction Sep 23, 2023 All Prediction
— Unverified Uncertainty-aware Traffic Prediction under Missing Data Sep 13, 2023 Decision Making Graph Neural Network
Code Code Available Enhancing Spatiotemporal Traffic Prediction through Urban Human Activity Analysis Aug 20, 2023 Deep Learning Prediction
Code Code Available Minimalist Traffic Prediction: Linear Layer Is All You Need Aug 20, 2023 All Prediction
— Unverified A Bayesian approach to quantifying uncertainties and improving generalizability in traffic prediction models Jul 12, 2023 Traffic Prediction Uncertainty Quantification
— Unverified Newell's theory based feature transformations for spatio-temporal traffic prediction Jul 12, 2023 Traffic Prediction
— Unverified Air Traffic Management Using a GPU-Accelerated Genetic Algorithm Jun 17, 2023 GPU Management
Code Code Available DEK-Forecaster: A Novel Deep Learning Model Integrated with EMD-KNN for Traffic Prediction Jun 6, 2023 Decision Making Denoising
— Unverified Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities May 31, 2023 Prediction Time Series
— Unverified Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction May 30, 2023 Prediction regression
— Unverified Building Transportation Foundation Model via Generative Graph Transformer May 24, 2023 Graph Generation Management
— Unverified Survey of Federated Learning Models for Spatial-Temporal Mobility Applications May 9, 2023 Community Detection Federated Learning
— Unverified Integrating spoken instructions into flight trajectory prediction to optimize automation in air traffic control May 2, 2023 Prediction Traffic Prediction
— Unverified Analysis of different temporal graph neural network configurations on dynamic graphs May 2, 2023 Graph Neural Network Node Regression
— Unverified Attention-based Spatial-Temporal Graph Neural ODE for Traffic Prediction May 1, 2023 Prediction Traffic Prediction
— Unverified Multi-Head Spatiotemporal Attention Graph Convolutional Network for Traffic Prediction Apr 9, 2023 Traffic Prediction
— Unverified Leveraging Neo4j and deep learning for traffic congestion simulation & optimization Apr 1, 2023 Deep Learning Traffic Prediction
— Unverified TraffNet: Learning Causality of Traffic Generation for What-if Prediction Mar 28, 2023 Decision Making Management
Code Code Available Adaptive Modeling of Uncertainties for Traffic Forecasting Mar 16, 2023 Management Prediction
— Unverified Traffic Prediction with Transfer Learning: A Mutual Information-based Approach Mar 13, 2023 Graph Reconstruction Management
— Unverified Enhancing Peak Network Traffic Prediction via Time-Series Decomposition Mar 9, 2023 Prediction Time Series
— Unverified Predicting crash injury severity in smart cities: a novel computational approach with wide and deep learning model Mar 4, 2023 Classification Crash injury severity
Code Code Available LSTM-ACB-Based Random Access for Mixed Traffic IoT Networks Mar 2, 2023 Traffic Prediction
— Unverified TrafFormer: A Transformer Model for Predicting Long-term Traffic Feb 24, 2023 Prediction Traffic Prediction
Code Code Available A Dynamic Temporal Self-attention Graph Convolutional Network for Traffic Prediction Feb 21, 2023 Traffic Prediction
— Unverified Traffic Prediction in Cellular Networks using Graph Neural Networks Jan 30, 2023 Traffic Prediction
— Unverified Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine Jan 1, 2023 Feature Importance Hybrid Machine Learning
Code Code Available 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 GT-CausIn: a novel causal-based insight for traffic prediction Dec 12, 2022 Traffic Prediction
— Unverified STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction Dec 8, 2022 Computational Efficiency Traffic Prediction
Code Code Available GC-GRU-N for Traffic Prediction using Loop Detector Data Nov 13, 2022 Traffic Prediction
— Unverified Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach Nov 6, 2022 Decision Making Graph Attention
— Unverified Large scale traffic forecasting with gradient boosting, Traffic4cast 2022 challenge Oct 31, 2022 Traffic Prediction
Code Code Available STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph Oct 30, 2022 Prediction Traffic Prediction
— Unverified Intelligent Traffic Steering in Beyond 5G Open RAN based on LSTM Traffic Prediction Oct 17, 2022 Management Traffic Prediction
— Unverified Combined Dynamic Virtual Spatiotemporal Graph Mapping for Traffic Prediction Oct 3, 2022 Time Series Time Series Analysis
Code Code Available Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model Sep 8, 2022 Diversity Node Clustering
— Unverified Simpler is better: Multilevel Abstraction with Graph Convolutional Recurrent Neural Network Cells for Traffic Prediction Sep 8, 2022 Traffic Prediction
Code Code Available HAGCN : Network Decentralization Attention Based Heterogeneity-Aware Spatiotemporal Graph Convolution Network for Traffic Signal Forecasting Sep 5, 2022 Traffic Prediction
— Unverified Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction Aug 15, 2022 Graph Embedding Prediction
— Unverified Short Duration Traffic Flow Prediction Using Kalman Filtering Aug 6, 2022 Management Prediction
— Unverified Spatial-Temporal Feature Extraction and Evaluation Network for Citywide Traffic Condition Prediction Jul 22, 2022 Scheduling Traffic Prediction
— Unverified NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction Jul 4, 2022 Graph Neural Network Prediction
— 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 