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Computational Intelligence Laboratory - LITC

Computational Intelligence Laboratory - LITC

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LITC is a research laboratory located at the Department of Electronics Engineering at Federal University of Minas Gerais, Brazil. The laboratory aims at fundamental research and applications in the broad area of Machine Learning, particularly in learning from data models, such as Artificial Neural Networks, Kernel Machines, and hybrid computational intelligence systems. Topics of current research include multi-objective learning, transductive learning, kernel learning, novelty detection, graph-based models and applications in many fields. LITC was created in 1996 and up to now has hosted dozens of students, posdocs and visiting professors.

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  1. successive-projections-algorithm successive-projections-algorithm Public

    Implementação e estudo do Algoritmo das Projeções Sucessivas

    Jupyter Notebook 7 1

  2. ggne ggne Public

    The Gabriel Graph Network Ensemble (GGNE) is a non-iterative ensemble method designed to train ChipClass efficiently on large datasets.

    Python 1

  3. .github .github Public

  4. Online_classification_using_dominating_graph Online_classification_using_dominating_graph Public

    Python

  5. Interpretability_l1_l2_linearization Interpretability_l1_l2_linearization Public

    Jupyter Notebook

  6. radial-kernel-optimization radial-kernel-optimization Public

    Contains routines used to optimize the width of radial kernel functions

    Jupyter Notebook

Repositories

Showing 6 of 6 repositories
  • ggne Public

    The Gabriel Graph Network Ensemble (GGNE) is a non-iterative ensemble method designed to train ChipClass efficiently on large datasets.

    litc-ufmg/ggne's past year of commit activity
    Python 1 0 0 0 Updated Apr 28, 2026
  • successive-projections-algorithm Public

    Implementação e estudo do Algoritmo das Projeções Sucessivas

    litc-ufmg/successive-projections-algorithm's past year of commit activity
    Jupyter Notebook 7 MIT 1 0 0 Updated Jun 11, 2025
  • radial-kernel-optimization Public

    Contains routines used to optimize the width of radial kernel functions

    litc-ufmg/radial-kernel-optimization's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Feb 25, 2025
  • litc-ufmg/Interpretability_l1_l2_linearization's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 19, 2024
  • .github Public
    litc-ufmg/.github's past year of commit activity
    0 0 0 0 Updated Dec 3, 2024
  • litc-ufmg/Online_classification_using_dominating_graph's past year of commit activity
    Python 0 0 0 0 Updated Sep 13, 2024

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