rechardchen123 / Ship_movement_classification_from_AISLinks
This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.
☆41Updated 5 years ago
Alternatives and similar repositories for Ship_movement_classification_from_AIS
Users that are interested in Ship_movement_classification_from_AIS are comparing it to the libraries listed below
Sorting:
- A geometric-driven semi-supervised approach for fishing activity detection from AIS data.☆12Updated 3 years ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆177Updated 2 years ago
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆51Updated 7 years ago
- ☆30Updated 5 years ago
- PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.☆15Updated 10 months ago
- Public filtered data sets of AIS Trajectories from Danish Waters. Data sets vary in ROI size, time period, included ship types ect. Some …☆12Updated 2 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆118Updated 4 years ago
- ☆14Updated 11 months ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆151Updated 2 years ago
- 利用transformer进行船舶轨迹预测。☆71Updated 2 years ago
- ☆13Updated 2 years ago
- The code implementation of the FlightBERT++.☆18Updated 6 months ago
- Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit☆206Updated 5 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆16Updated last year
- Transportation data online prediction☆49Updated 4 years ago
- ☆33Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆159Updated 5 years ago
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆23Updated 6 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆14Updated 2 years ago
- An analysis of AIS ship tracks through clustering, network analysis, and time series analysis.☆10Updated 5 years ago
- 软件研23-1+敖衔洋 本项目对 AIS 数据进行预处理及分析☆38Updated last year
- Ship trajectory prediction using Recurrent Neural Networks (RNNs).☆17Updated last year
- Preprocessing data based on https://marinecadastre.gov/ais/☆33Updated 3 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆110Updated 4 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆18Updated 4 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆40Updated 8 months ago
- PARA-ATM Research Collection☆26Updated last year
- ☆56Updated last year
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆169Updated 4 years ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆152Updated 2 years ago