5 results found Sort:

seljukgulcan
comparing-trajectory-clustering-methods seljukgulcan
48
176
mit
6
Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets
trajectory scikit-learn machine-learning pattern-recognition trajectory-analysis trajectory-clustering
Created 2017-12-26
11 commits to master branch, last one 2 years ago
aptx1231
START aptx1231
19
75
mit
3
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
icde icde2023 transformer trajectory-analysis contrastive-learning trajectory-clustering trajectory-prediction trajectory-similarity unsupervised-learning representation-learning graph-attention-networks self-supervised-learning trajectory-representation trajectory-representation-learning
Created 2022-11-21
5 commits to master branch, last one about a year ago
movetk
movetk movetk
15
70
apache-2.0
16
MoveTK is a library for computational movement analysis written in C++.
cpp movement algorithms trajectories movement-data movement-analytics trajectory-analysis trajectory-clustering trajectory-generation trajectory-similarity computational-geometry computational-movement-analysis
Created 2020-09-09
383 commits to master branch, last one about a year ago
changyanchuan
TrajCL changyanchuan
12
51
unknown
3
Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023
icde trajcl icde2023 spatio-temporal trajectory-analysis trajectory-distance trajectory-clustering trajectory-similarity
Created 2022-10-23
2 commits to master branch, last one about a year ago
derohde
Fred derohde
10
48
mit
2
A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.
python frechet algorithm clustering trajectory time-series nearest-centers polygonal-chain sequential-data fr-chet-distance frechet-distance polygonal-curves dimension-reduction sampling-algorithms trajectory-analysis distance-calculation dynamic-time-warping trajectory-clustering continuous-frechet-distance dimensional-polygonal-curves
Created 2020-01-29
97 commits to master branch, last one about a year ago