allanjg89 / Taxi-Trajectory-Smoothing
Problem Statement: This dataset contains the trajectories of thousands of taxis operating in China. Your task is to read through the following paper and produce the first graphs (distribution of distances and sampling time interval). Next, please pick a trajectory for a particular trip and determine its smoothed trajectory (using Kalman filter…
☆10Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for Taxi-Trajectory-Smoothing
- A fighter fly out trajectory time series data mining demo, I use agnes and k-means to clustering the flyout data samples into left, strai…☆12Updated 7 years ago
- Implement the Douglas-Peucker algorithm to compress trajectories.☆12Updated 9 years ago
- ☆17Updated 7 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
- ☆131Updated 6 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆10Updated last year
- Used LSTM and GRU for RNN, KNN for linear regression☆45Updated 6 years ago
- 航迹检测☆21Updated 6 years ago
- Dual Supervised Autoencoder Based Trajectory Classification Using Enhanced Spatio-Temporal Information☆18Updated 9 months ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 4 years ago
- ST-SiameseNet (KDD'20)☆21Updated 3 years ago
- Clustering of Taxi Trajectories☆11Updated 6 years ago
- A deep generative model to predict aircraft actual trajectories using high dimensional weather data☆78Updated 5 years ago
- code for "Trajectory clustering via deep representation learning"☆180Updated 7 years ago
- 基于GPS轨迹和神经网络(DNN,RNN)的出行方式推测☆19Updated 6 years ago
- Python code to re-produce results and illustrations of trajectory classification.☆64Updated 5 years ago
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆11Updated 5 years ago
- Several Trajectory and time series clustering Algorithms. Project features a hashing technique to approximate clustering in linear time, …☆38Updated 8 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆26Updated 5 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆108Updated 9 years ago
- ☆36Updated 5 years ago
- Trajectory Mining Library for Python☆36Updated 5 years ago
- Predict the destination of taxis in Porto, Portugal. https://www.kaggle.com/c/pkdd-15-predict-taxi-service-trajectory-i☆8Updated 9 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆99Updated 6 years ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆22Updated 4 years ago
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆47Updated 4 years ago
- Trajectory Inference☆15Updated 5 years ago
- Trajectory Mining Library☆47Updated 4 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆175Updated 2 years ago
- Implement Trajectory Clustering: A Partition-and-Group Framework☆66Updated 3 years ago