ishan-chaudhary / AIS_projectLinks
An analysis of AIS ship tracks through clustering, network analysis, and time series analysis.
☆10Updated 5 years ago
Alternatives and similar repositories for AIS_project
Users that are interested in AIS_project are comparing it to the libraries listed below
Sorting:
- 软件研23-1+敖衔洋 本项目对 AIS 数据进行预处理及分析☆40Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆137Updated last year
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆180Updated 2 years ago
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆210Updated 7 months ago
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆150Updated 5 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆233Updated 2 years ago
- Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit☆207Updated 5 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆251Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Updated 3 years ago
- Spatio-Temporal Prediction Paper List☆260Updated 8 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆274Updated 8 months ago
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆57Updated 4 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆14Updated 2 years ago
- In this study, we propose an end-to-end deep learning model-RCL-Learning that integrates ResNet and ConvLSTM.☆18Updated 3 years ago
- Traffic data processing tools in LibCity☆230Updated 2 years ago
- Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction☆48Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆170Updated 4 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆36Updated 2 years ago
- Paper list in traffic prediction field☆227Updated last year
- Chinese Docs of LibCity☆26Updated 2 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆276Updated 3 years ago
- 交通流量预测项目在研，以下是本人学习过程中积累整理的资源，会持续更新☆240Updated 5 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆158Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆95Updated 4 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 3 years ago
- PyTorch implementation of AirFormer, AAAI-23☆155Updated 3 years ago
- ☆22Updated last year
- Deep Learning for Spatio-Temporal Data☆67Updated 9 years ago
- An Open Source Spatio-Temporal Prediction Package☆221Updated last year