bigdata-ufsc / petry-2020-marc
Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"
☆21Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for petry-2020-marc
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆67Updated 2 months ago
- Source code for the paper "Towards Semantic-Aware Multiple-Aspect Trajectory Similarity Measuring"☆16Updated 4 years ago
- Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility☆45Updated 2 years ago
- Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆146Updated 4 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆99Updated 6 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆134Updated 3 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Updated 5 years ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆16Updated last year
- ☆44Updated 2 years ago
- code for "Trajectory clustering via deep representation learning"☆180Updated 7 years ago
- Trajectory Mining Library for Python☆36Updated 5 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59Updated 4 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆20Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆53Updated 2 years ago
- ☆21Updated 2 years ago
- A Trajectory Preprocessing Toolkit in Python☆75Updated 4 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆10Updated 3 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 2 months ago
- Trajectory Inference☆15Updated 5 years ago
- Seed guided neural metric learning approach for calculating trajectory similarities☆51Updated 5 years ago
- Extract stay points from a GPS log file☆20Updated 4 years ago
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆65Updated 9 months ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆33Updated last month
- ☆133Updated 2 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆26Updated 5 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated last month
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆39Updated 2 years ago
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆11Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago