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@helsinki-sda-group

University of Helsinki SDA group

University of Helsinki spatiotemporal data analysis (SDA) research group
README.md

Spatiotemporal Data Analysis research group

SDA_profile-min.png

The Spatiotemporal Data Analysis research group does research on machine learning algorithms to solve the challenges related to developing sustainable smart cities, mainly related to navigation and situational awareness.

For more details visit:

Featured Research

1. Paper title

Repository Index

For a full list of our projects, please explore:

Repository Name Purpose Last changes
subsystem-discovery Code for the ECAI2024 paper Subsystem Discovery in High-Dimensional Time-Series Using Masked Autoencoders 05 Feb 2025
Towards-Jammer-Fingerprinting Code for fingerprinting paper published in ICL-GNSS 2024 21 Jan 2025
conciliator The project is a code implementation for the TCML paper "Conciliator steering: Imposing user preference in MORL decision-making problems" (2024). 17 Jan 2025
AnomalyDetectionLSTM Code for gnss anomaly detection paper published in ICL-GNSS 2024 17 Jan 2025
AIforLEssAuto No description provided. 17 Jan 2025
JASPER-Jamming-signal-propagation-modeler Jamming signal propagation modeler 07 Jan 2025
Sensor-Fusion Code for "A Novel Cross-Attention-Based Pedestrian Visual–Inertial Odometry With Analyses Demonstrating Challenges in Dense Optical Flow" 05 Sep 2024
SPINS No description provided. 30 Jul 2024

License

All repositories are open-source and released under MIT License.

Popular repositories Loading

  1. AIforLEssAuto AIforLEssAuto Public

    Jupyter Notebook 3

  2. Sensor-Fusion Sensor-Fusion Public

    Code for "A Novel Cross-Attention-Based Pedestrian Visual–Inertial Odometry With Analyses Demonstrating Challenges in Dense Optical Flow"

    Python 2

  3. .github .github Public

    This is a special repository that defines the helsinki-sda-group GitHub homepage.

  4. conciliator conciliator Public

    The project is a code implementation for the TCML paper "Conciliator steering: Imposing user preference in MORL decision-making problems" (2024).

    Python

  5. JASPER-Jamming-signal-propagation-modeler JASPER-Jamming-signal-propagation-modeler Public

    Jamming signal propagation modeler

    MATLAB

  6. AnomalyDetectionLSTM AnomalyDetectionLSTM Public

    Code for gnss anomaly detection paper published in ICL-GNSS 2024

    Python

Repositories

Showing 9 of 9 repositories
  • .github Public

    This is a special repository that defines the helsinki-sda-group GitHub homepage.

    helsinki-sda-group/.github’s past year of commit activity
    0 0 0 0 Updated Feb 9, 2025
  • subsystem-discovery Public

    Code for the ECAI2024 paper Subsystem Discovery in High-Dimensional Time-Series Using Masked Autoencoders

    helsinki-sda-group/subsystem-discovery’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 5, 2025
  • Towards-Jammer-Fingerprinting Public

    Code for fingerprinting paper published in ICL-GNSS 2024

    helsinki-sda-group/Towards-Jammer-Fingerprinting’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 17, 2025
  • JASPER-Jamming-signal-propagation-modeler Public

    Jamming signal propagation modeler

    helsinki-sda-group/JASPER-Jamming-signal-propagation-modeler’s past year of commit activity
    MATLAB 0 MIT 0 0 0 Updated Jan 7, 2025
  • AIforLEssAuto Public
    helsinki-sda-group/AIforLEssAuto’s past year of commit activity
    Jupyter Notebook 3 MIT 0 0 0 Updated Dec 10, 2024
  • AnomalyDetectionLSTM Public

    Code for gnss anomaly detection paper published in ICL-GNSS 2024

    helsinki-sda-group/AnomalyDetectionLSTM’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Aug 23, 2024
  • SPINS Public
    helsinki-sda-group/SPINS’s past year of commit activity
    Python 0 0 0 0 Updated Jul 30, 2024
  • conciliator Public

    The project is a code implementation for the TCML paper "Conciliator steering: Imposing user preference in MORL decision-making problems" (2024).

    helsinki-sda-group/conciliator’s past year of commit activity
    Python 0 MIT 0 0 0 Updated May 31, 2024
  • Sensor-Fusion Public

    Code for "A Novel Cross-Attention-Based Pedestrian Visual–Inertial Odometry With Analyses Demonstrating Challenges in Dense Optical Flow"

    helsinki-sda-group/Sensor-Fusion’s past year of commit activity
    Python 2 0 2 0 Updated May 30, 2024

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