Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this paper, a framework is proposed to predict transportation modes. This framework follows a sequence of five steps: (i) data preparation, where GPS points are grouped in trajectory samples; (ii) point features gen…
☆47Jun 2, 2020Updated 6 years ago
Alternatives and similar repositories for Predicting-Transportation-Modes-of-GPS-Trajectories
Users that are interested in Predicting-Transportation-Modes-of-GPS-Trajectories are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Jul 5, 2017Updated 9 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆106Oct 24, 2018Updated 7 years ago
- Transportation Mode Detection with Unconstrained Smartphones Sensors☆46Apr 20, 2021Updated 5 years ago
- GPS Data Prediction Using Keras RNN LSTM Time Series GPS data and Movement of vehicle☆20Oct 25, 2019Updated 6 years ago
- ☆17Sep 11, 2017Updated 9 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Source code of WSiP model☆13Aug 14, 2022Updated 4 years ago
- 基于GPS轨迹和神经网络(DNN,RNN)的出行方式推测☆18Jul 20, 2018Updated 8 years ago
- Clustering of Taxi Trajectories☆11Aug 23, 2018Updated 8 years ago
- Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example cou…☆41Aug 20, 2020Updated 6 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Jul 5, 2020Updated 6 years ago
- ☆15Oct 16, 2024Updated last year
- Python implementation of Traclus algorithm, for 2-D trajectories☆154Jan 26, 2024Updated 2 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆179Feb 16, 2022Updated 4 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆113Nov 11, 2015Updated 10 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆22Feb 1, 2021Updated 5 years ago
- Handling and analyzing trajectory and movement data☆31Feb 15, 2026Updated 7 months ago
- Project aimed to detect possible fishing activity in the ocean from vessel's trajectories.☆14Jun 25, 2017Updated 9 years ago
- 关注系统和网络技术,SDN、NFV、5G、边缘计算、LTE、DPDK、OpenStack等系统和网络技术领域☆14Nov 26, 2018Updated 7 years ago
- Processing for a NYC traffic dataset☆12Sep 2, 2018Updated 8 years ago
- 使用tensorflow实现手写字体分类以及web应用☆10Jan 25, 2019Updated 7 years ago
- Tensorflow implementation of Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models☆12Mar 18, 2020Updated 6 years ago
- This is a re-implementation and test on paper Deep Kalman Filter: https://arxiv.org/pdf/1511.05121.pdf☆20Dec 15, 2019Updated 6 years ago
- ☆22Nov 29, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Learning to Generate Maps from Trajectories (AAAI'20)☆57Mar 16, 2020Updated 6 years ago
- PredRNN using TensorFlow Keras☆10Oct 18, 2018Updated 7 years ago
- Using LSTM to predict the path of the driverless vehicle☆94Jul 26, 2021Updated 5 years ago
- ☆107Jan 4, 2017Updated 9 years ago
- Python3 implementation of the paper [Large-scale optimal transport map estimation using projection pursuit]☆15Feb 24, 2021Updated 5 years ago
- OTv2: a web-based Open Traffic data analysis tool☆24Dec 7, 2022Updated 3 years ago
- T-GCN交通流量动态预测,需要研究如何把流速转化为流量☆10Oct 17, 2019Updated 6 years ago
- keras encoder-decoder☆17Apr 3, 2018Updated 8 years ago
- The official code for Paper “Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction”☆22Jun 5, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python GUI for Google's Tesseract OCR engine☆12Jul 17, 2020Updated 6 years ago
- Program for obtaining the user equilibrium solution with Frank-Wolfe Algorithm in urban traffic assignment☆103Jan 23, 2022Updated 4 years ago
- OTv2: distributed service that matches raw GPS probe data to OSMLR segments and sends anonymized speeds to Datastore☆14Jul 1, 2022Updated 4 years ago
- Sandia Injury Biomechanics Laboratory (SIBL)☆17Jan 7, 2025Updated last year
- WGS84 / BD09 / GCJ02 经纬度坐标互转,基于numpy列运算☆29Feb 9, 2022Updated 4 years ago
- Using Python spider to complete a funny game named Shicijielong.☆17Feb 19, 2019Updated 7 years ago
- using dbscan cluster to detect anomal trajectories☆12Dec 27, 2022Updated 3 years ago