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@DataStories-UniPi Data Science Lab (DataStories) @ Univ. Piraeus

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    26 repositories

    • Nautilus

      Public
      Data and source code for the paper "On Vessel Location Forecasting and the Effect of Federated Learning", MDM Conference, 2024.
      machine-learningfederated-learningmobility-data-analyticsvessel-route-forecasting
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•0•Updated Mar 12, 2025Mar 12, 2025

    • ST-Visions

      Public
      A Python-based library for interactive spatio-temporal data visualization.
      Python
      •
      GNU General Public License v3.0
      •4•10•0•1•Updated Mar 11, 2025Mar 11, 2025

    • FLP-XR

      Public
      FLP-XR: Future Location Prediction on eXtreme scale maritime data in Real-time
      Rust
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Mar 7, 2025Mar 7, 2025

    • Data-Ingestion

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • Shared-Mobility

      Public
      Accompanying material (source code and data) for reproducibility purposes of the paper titled "Shared Micro-mobility Demand Forecasting using Gradient Boosting methods", to appear in the Proceedings of the Workshops of the EDBT/ICDT 2025 Joint Conference (BMDA Workshop).
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Jan 23, 2025Jan 23, 2025

    • Trajectory-Synopses-Generator

      Public
      Source code for Trajectory detection and summarization built on Apache Flink 0.10.2 (streaming) platform.
      Java
      •
      GNU General Public License v3.0
      •0•8•0•2•Updated Oct 8, 2024Oct 8, 2024

    • miniDB

      Public
      An extremely minimal DB that can be used for educational purposes and rapid prototyping
      Python
      •
      GNU General Public License v3.0
      •269•49•1•53•Updated Aug 13, 2024Aug 13, 2024

    • BasicTS

      Public
      A Standard and Fair Time Series Forecasting Benchmark and Toolkit.
      Python
      •
      Apache License 2.0
      •136•0•0•0•Updated May 14, 2024May 14, 2024

    • EvolvingClusters

      Public
      Python
      •
      GNU General Public License v3.0
      •0•5•0•2•Updated May 3, 2024May 3, 2024

    • FedVRF

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•1•Updated Feb 20, 2024Feb 20, 2024

    • VesselVision

      Public
      Source code for the "VesselVision - Fleet Safety Awareness over Streaming Vessel Trajectories" demonstration paper
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 14, 2023Nov 14, 2023

    • VCRA

      Public
      Source code for the "Collision Risk Assessment and Forecasting on Maritime Data" paper
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •3•10•0•0•Updated Oct 8, 2023Oct 8, 2023

    • VLF_VRF

      Public
      Python
      •0•1•0•0•Updated Mar 20, 2023Mar 20, 2023

    • MovinPy

      Public
      MovinPy is python library that can be used to process and analyze mobility data.
      Python
      •
      GNU General Public License v3.0
      •7•7•0•1•Updated Oct 20, 2022Oct 20, 2022

    • OkeanosDevOPs

      Public
      This repo is a collection of scripts and tools that make using Okeanos easier
      Shell
      •0•0•0•0•Updated Jun 26, 2022Jun 26, 2022

    • Hermes_Oracle

      Public
      Hermes@Oracle provides MOD functionality to OpenGIS-compatible state-of-the-art Object-Relational DBMS.
      PLSQL
      •0•0•0•0•Updated Jun 10, 2022Jun 10, 2022

    • Hermes_PostgreSQL

      Public
      Hermes is a robust MOD engine designed to efficiently process moving object trajectories through a data type system that unifies the spatial and temporal dimensions of moving object trajectories.
      C
      •
      Other
      •0•0•0•0•Updated Jun 10, 2022Jun 10, 2022

    • unipi-ais

      Public
      Streaming AIS Positions from Vessels near Piraeus
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 17, 2022May 17, 2022

    • MaSEC

      Public
      Source Code for "MaSEC: Discovering Anchorages and Co-movement Patterns on Streaming Vessel Trajectories" paper.
      Python
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Sep 21, 2021Sep 21, 2021

    • Ship-Stop-Points-Detection

      Public
      A Pandas based Algorithm for Ship Stop Points Detection in AIS Data
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•1•0•0•Updated Jul 23, 2021Jul 23, 2021

    • NoDA

      Public
      JavaScript
      •0•1•0•0•Updated Mar 25, 2021Mar 25, 2021

    • Trajectory-Weather-Integrator

      Public
      Java
      •
      GNU General Public License v3.0
      •0•1•0•1•Updated Nov 6, 2020Nov 6, 2020

    • Distributed-Subtrajectory-Similarity-Matrix

      Public
      Java
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Apr 3, 2020Apr 3, 2020

    • Distributed-Subtrajectory-Clustering

      Public
      Java
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Apr 3, 2020Apr 3, 2020

    • Distributed-Subtrajectory-Join

      Public
      Java
      •
      GNU General Public License v3.0
      •2•0•0•0•Updated Apr 3, 2020Apr 3, 2020

    • 1pass-FixedRate-LinearResampler

      Public
      MATLAB
      •0•1•0•0•Updated Dec 23, 2019Dec 23, 2019