ishan-chaudhary / AIS_project
An analysis of AIS ship tracks through clustering, network analysis, and time series analysis.
☆9Updated 4 years ago
Alternatives and similar repositories for AIS_project:
Users that are interested in AIS_project are comparing it to the libraries listed below
- This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.☆36Updated 4 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆16Updated 3 years ago
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆24Updated 5 years ago
- “ 华为云杯”2020深圳开放数据应用创新大赛 ·深圳北站周边交通拥堵指数预测代码方案☆17Updated 4 years ago
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆44Updated 6 years ago
- 交通·未来系列线上公益学术活动PPT☆114Updated 2 years ago
- 软件研23-1+敖衔洋+472321723 本项目对 AIS 数据进行预处理及分析☆19Updated 6 months ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated last month
- plot_map包提供了在matplotlib上绘制地图底图的功能☆55Updated 2 years ago
- implementation segmentation of urban areas using road network 自动生成自然街区（交通小区）☆42Updated 6 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆10Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆112Updated 6 months ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- 利用已有的地铁流量历史数据建立模型，实现数据间存在的关联，为该城市未来一天的地铁流量进行一个较为准确的预测☆24Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆125Updated last year
- ☆30Updated 3 years ago
- 《交通大数据理论与方法》☆161Updated 2 years ago
- OD数据可视化工具☆52Updated 8 months ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆117Updated last year
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆66Updated 11 months ago
- 航迹检测☆21Updated 6 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆65Updated 3 years ago
- 利用transformer进行船舶轨迹预测。☆53Updated last year
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆180Updated last year
- The data and codes corresponding to the paper "Evaluation and prediction of transportation resilience under extreme weather events: A dif…☆19Updated 5 years ago
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆43Updated last year
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆14Updated 3 months ago
- TRACLUS轨迹聚类算法的实现，包括前后端程序☆26Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆134Updated 4 years ago