vyokky / Mobihoc-18-STN-mobile-traffic-forecastingLinks
This repository implements the model in MobiHoc'18: "Long-term mobile traffic forecasting using deep spatio-temporal neural networks"
☆28Updated 6 years ago
Alternatives and similar repositories for Mobihoc-18-STN-mobile-traffic-forecasting
Users that are interested in Mobihoc-18-STN-mobile-traffic-forecasting are comparing it to the libraries listed below
Sorting:
- Implementing Multi-level attention netowrk for spatio-temporal prediction☆16Updated 6 years ago
- Source code of Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks☆42Updated 4 years ago
- Source code of IEEE JSAC☆35Updated 5 years ago
- Source code and data for our JSAC paper☆24Updated 4 years ago
- Mobile Traffic Prediction using Deep Learning models☆29Updated 5 years ago
- CDRF (Call Detail Record Forecasting): A multitask learning architecture using deep learning networks for mobile traffic forecasting☆32Updated 7 years ago
- LSTM and ARIMA for network traffic prediction (Christoph Kaiser's MA)☆38Updated 5 years ago
- ☆20Updated 3 years ago
- CIKM21 accepted paper - Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffi…☆5Updated 3 years ago
- Graph Convolutional Adversarial Networks for Spatio-Temporal Anomaly Detection☆25Updated 2 years ago
- Federated Learning for 5G Base Station Traffic Forecasting☆61Updated 2 months ago
- The source code for citywide wireless traffic prediction based on deep learning (DenseNet)☆21Updated 6 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago
- Code snippets of ST-ResNet by PyTorch☆66Updated 5 years ago
- STGNN model and others for comparison☆10Updated 2 years ago
- Reconstruction of DeepST☆105Updated 5 years ago
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆42Updated 4 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆298Updated last year
- PyTorch implementation of STGCN☆75Updated 5 years ago
- ☆12Updated last year
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆143Updated 7 months ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆141Updated 4 months ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆208Updated 2 years ago
- ☆93Updated 3 years ago
- Modifications to Graph Wavenet☆107Updated 5 years ago
- Taxi Origin-Destination Demand Prediction☆54Updated 5 years ago
- ☆42Updated 3 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆74Updated 3 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆108Updated 3 years ago