lusccc / Trajectory-Classification-using-Dual-CSALinks
Dual Supervised Autoencoder Based Trajectory Classification Using Enhanced Spatio-Temporal Information
☆19Updated 2 years ago
Alternatives and similar repositories for Trajectory-Classification-using-Dual-CSA
Users that are interested in Trajectory-Classification-using-Dual-CSA are comparing it to the libraries listed below
Sorting:
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆183Updated 3 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- Autoencoder t-SNE for anomaly detection in aircraft trajectories☆25Updated 5 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆14Updated 3 years ago
- Implement Trajectory Clustering: A Partition-and-Group Framework☆71Updated 4 years ago
- 航迹检测☆22Updated 7 years ago
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆64Updated 2 years ago
- code for "Trajectory clustering via deep representation learning"☆198Updated 8 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆120Updated 4 years ago
- ST-SiameseNet (KDD'20)☆22Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆240Updated 5 years ago
- Seed guided neural metric learning approach for calculating trajectory similarities☆56Updated 6 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆105Updated 7 years ago
- Trajectory Mining Library for Python☆39Updated 6 years ago
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆22Updated 5 years ago
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆12Updated 7 years ago
- ☆21Updated 7 years ago
- My research work on developing scalable techniques for trajectory outlier detection☆15Updated 5 years ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆182Updated 2 years ago
- ☆36Updated 4 years ago
- ☆47Updated 3 years ago
- Deep model for accident risk prediction over sparse traffic data☆47Updated 5 years ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆25Updated 5 years ago
- Transportation data online prediction☆50Updated 4 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Updated 6 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆292Updated 6 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 9 years ago
- ☆15Updated 4 years ago