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@MSD-IRIMAS

Modeling and Data Science (MSD) research group

Github repos of MSD research group

MSD Team (Modeling and Data Science) - IRIMAS Lab

Welcome to the MSD Team's repository! We are part of the IRIMAS lab at the University of Haute-Alsace, located in Mulhouse, France. Our team specializes in data science with a particular focus on time series data, leveraging advanced machine learning and deep learning models to address a variety of tasks.

About Us

Research Focus

The MSD team tackles a diverse range of tasks within the field of data science. We specialize in classification to categorize data, regression to forecast continuous values, clustering to identify natural groupings within data, and creating prototypes that effectively represent groups of time series data. Our expertise in deep learning models allows us to address complex problems associated with time series data.

Applications

Our research encompasses a wide array of applications, including but not limited to:

  • Satellite Image Analysis
  • Human Motion Analysis
  • Surgical Data Analysis
  • Seismology

We are committed to pushing the boundaries of what is possible with time series data, contributing to significant advancements across various fields.

Contact Us

For more information about our research, collaborations, or any other inquiries, please visit our webpage to find the appropriate contact person.

We look forward to connecting with fellow researchers, students, and industry partners to advance the field of data science together.


This README is maintained by the MSD Team at IRIMAS Lab. For any updates or contributions, please reach out to the team via the contact details provided.

Popular repositories Loading

  1. Simple-KAN-4-Time-Series Simple-KAN-4-Time-Series Public

    A simple feature-based time series classifier using Kolmogorov–Arnold Networks

    Python 121 14

  2. LITE LITE Public

    LITE: Light Inception with boosTing tEchniques for Time Series Classification

    Python 36 7

  3. Multi_Comparison_Matrix Multi_Comparison_Matrix Public

    Multi Comparison Matrix: A long term approach to benchmark evaluations

    Python 24 2

  4. DeepRehabPile DeepRehabPile Public

    A Standardized Benchmark for Skeleton-Based Rehabilitation Assessment Using Deep Learning

    Python 18 1

  5. CF-4-TSC CF-4-TSC Public

    Hand-Crafted Convolutional Filters 4 Time Series

    Python 17 5

  6. Augmenting-TSC-Elastic-Averaging Augmenting-TSC-Elastic-Averaging Public

    Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging

    Python 10 3

Repositories

Showing 10 of 34 repositories
  • MSD-IRIMAS/Unsupervised-Domain-Adaptation-4-TSC's past year of commit activity
    Python 0 0 0 0 Updated Sep 23, 2026
  • MSD-IRIMAS/MultiSource-TSC's past year of commit activity
    Python 0 0 0 0 Updated Sep 11, 2026
  • MSD-IRIMAS/Ensemble-Knowledge-Tracing's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 11, 2026
  • ALSAX Public

    Alternative Empirical SAX representation

    MSD-IRIMAS/ALSAX's past year of commit activity
    Python 0 0 0 0 Updated Aug 10, 2026
  • MSD-IRIMAS/msd-irimas.github.io's past year of commit activity
    HTML 0 0 0 1 Updated Jul 12, 2026
  • Pruning4TSC Public
    MSD-IRIMAS/Pruning4TSC's past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 1, 2026
  • Data-Augmentation-4-TSC Public

    Re-framing Time Series Augmentation Through the Lens of Generative Models

    MSD-IRIMAS/Data-Augmentation-4-TSC's past year of commit activity
    Python 3 GPL-3.0 0 0 0 Updated Jun 8, 2026
  • DeepRehabPile Public

    A Standardized Benchmark for Skeleton-Based Rehabilitation Assessment Using Deep Learning

    MSD-IRIMAS/DeepRehabPile's past year of commit activity
    Python 18 GPL-3.0 1 0 0 Updated Jun 7, 2026
  • KTBench Public
    MSD-IRIMAS/KTBench's past year of commit activity
    Python 4 MIT 1 0 0 Updated May 26, 2026
  • MSD-IRIMAS/decorrelated-learning's past year of commit activity
    Python 2 MIT 0 0 0 Updated May 18, 2026

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