marthadais / AISclassification
A geometric-driven semi-supervised approach for fishing activity detection from AIS data.
☆12Updated 2 years ago
Alternatives and similar repositories for AISclassification:
Users that are interested in AISclassification are comparing it to the libraries listed below
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆23Updated 5 years ago
- This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.☆38Updated 5 years ago
- PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.☆12Updated 2 months ago
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆46Updated 6 years ago
- ☆28Updated 4 years ago
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆20Updated 3 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆11Updated 2 years ago
- ☆33Updated 4 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆105Updated 4 years ago
- ☆15Updated 2 years ago
- A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.☆50Updated 3 years ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆133Updated last year
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆59Updated 3 years ago
- 利用transformer进行船舶轨迹预测。☆60Updated last year
- Ship trajectory prediction using Recurrent Neural Networks (RNNs).☆12Updated 7 months ago
- Preprocessing data based on https://marinecadastre.gov/ais/☆33Updated 2 years ago
- A multi-task model for vessel monitoring using AIS data streams☆75Updated 5 years ago
- Spatio-temporal attention LSTM model for Spatio-temporal series problems☆37Updated 4 years ago
- Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example cou…☆35Updated 4 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆37Updated 2 weeks ago
- Using fuzzy cognitive maps for multivariate data forecasting in Python 3.8.☆23Updated 4 years ago
- ☆31Updated 3 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆14Updated 6 months ago
- Autoencoder t-SNE for anomaly detection in aircraft trajectories☆24Updated 5 years ago
- ☆12Updated 2 years ago
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆16Updated last year
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆75Updated 5 years ago
- This repo is to compare Transformer and LSTM on time series forecasting☆16Updated 3 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☆25Updated 9 months ago
- Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations☆16Updated 9 months ago