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…
☆48Jun 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:
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆50Dec 8, 2019Updated 6 years ago
- ☆49Aug 2, 2022Updated 4 years ago
- TrajSuite is a cross-platform Java application that provides a suite of trajectory data-mining and visualisation features.☆19Mar 17, 2018Updated 8 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆106Oct 24, 2018Updated 8 years ago
- Transportation Mode Detection with Unconstrained Smartphones Sensors☆46Apr 20, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- GPS Data Prediction Using Keras RNN LSTM Time Series GPS data and Movement of vehicle☆20Oct 25, 2019Updated 7 years ago
- Artificial Intelligence in Transportation☆17Jun 6, 2020Updated 6 years ago
- ☆135Aug 1, 2017Updated 9 years ago
- LSTM Mobility Model implementation using Tensorflow☆21Apr 29, 2018Updated 8 years ago
- [SC2023] POMELO: Fine-grained Population Mapping from Coarse Census Counts and Open Geodata☆13Aug 5, 2024Updated 2 years ago
- code for "Trajectory clustering via deep representation learning"☆200Oct 25, 2017Updated 9 years ago
- ☆17Sep 11, 2017Updated 9 years ago
- Data analysis to help plan new 'pop-up' and permanent cycleways☆10Sep 23, 2026Updated last month
- Source code of WSiP model☆13Aug 14, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Clustering of Taxi Trajectories☆11Aug 23, 2018Updated 8 years ago
- ☆12Dec 18, 2020Updated 5 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
- ☆11May 7, 2015Updated 11 years ago
- A python implementation of multi-model estimation algorithm for trajectory tracking and prediction, research project from BMW ABSOLUT sel…☆11Apr 25, 2020Updated 6 years ago
- The official implementation of "SVG-Net: An SVG-based Trajectory Prediction Model"☆17Apr 8, 2022Updated 4 years ago
- ☆15Oct 16, 2024Updated 2 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Jul 5, 2020Updated 6 years ago
- This repository includes transportation mode detection with unconstrained smartphones sensors using various Machine learning algorithms.☆11Oct 4, 2020Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example cou…☆40Aug 20, 2020Updated 6 years ago
- Data and Code for "Scene-LSTM: A model for human trajectory prediction" (ISVC 2019)☆70Oct 15, 2020Updated 6 years ago
- ☆13Feb 4, 2020Updated 6 years ago
- IoT hardware sensor node that stores sensor data to IPFS and automates execution of parametric weather insurance contracts on-chain via d…☆12Jun 29, 2021Updated 5 years ago
- Learn and do some research about the trajectory datamining using geolife dataset with python.☆70Aug 16, 2020Updated 6 years ago
- ☆11Jan 27, 2021Updated 5 years ago
- ST-SiameseNet (KDD'20)☆21Dec 16, 2020Updated 5 years ago
- ☆11Jul 8, 2022Updated 4 years ago
- These codes were written a long time ago，which is simple for car following. The car in front can be in IDM mode or constant speed mode. I…☆15Oct 6, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆14Sep 25, 2020Updated 6 years ago
- System papers for connected and autonomous vehicle research☆14Apr 14, 2023Updated 3 years ago
- RoadRunner: improving the precision of road network inference from GPS trajectories☆34Nov 30, 2020Updated 5 years ago
- 这是一个智慧城市智能交通路口视觉监控后台管理系统☆14Jun 4, 2021Updated 5 years ago
- Inverse Stochastic User Equilibrium with LOGIT assignment☆15Feb 22, 2024Updated 2 years ago
- Rossmann Store Sales: https://www.kaggle.com/c/rossmann-store-sales☆10May 13, 2018Updated 8 years ago
- Processing for a NYC traffic dataset☆12Sep 2, 2018Updated 8 years ago