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res [2024/10/16 05:49] – [Explainable Artificial Intelligence (XAI) Tools] sbkres [2025/10/28 12:45] (current) sbk
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   * REBIT -- [[http://kis.zarz.agh.edu.pl/rebit-flagowy-projekt-katedry/|System zarządzania regułami biznesowymi i technologicznymi]]   * REBIT -- [[http://kis.zarz.agh.edu.pl/rebit-flagowy-projekt-katedry/|System zarządzania regułami biznesowymi i technologicznymi]]
   * HeKatE -- [[https://www.geist.re/pub:projects:hekate:start|Hybrid Knowledge Engineering]]   * HeKatE -- [[https://www.geist.re/pub:projects:hekate:start|Hybrid Knowledge Engineering]]
 +===== Public Datasets Creation=====
 +  * [[https://doi.org/10.5281/zenodo.11448395|XAI-FUNGI]] Dataset from the user study on comprehensibility of XAI algorithms
 +  * [[https://doi.org/10.5281/zenodo.11469702| TCM]] Benchmark Datasets for Predictive Maintenance in Steel Manufacturing
 ===== Tools development ===== ===== Tools development =====
 ==== Explainable Artificial Intelligence (XAI) Tools ==== ==== Explainable Artificial Intelligence (XAI) Tools ====
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    * **[[https://github.com/sbobek/clamp|CLAMP]]** ia a Python library for Cluster analysis with multidimensional bounding boxes. It allows for in-depth cluster analysis with state-of-the-art XAI algorithms.    * **[[https://github.com/sbobek/clamp|CLAMP]]** ia a Python library for Cluster analysis with multidimensional bounding boxes. It allows for in-depth cluster analysis with state-of-the-art XAI algorithms.
    * **[[https://github.com/sbobek/inxai|InXAI]]** is a Python library for Intelligible XAI that allows to evaluate, compare and analyse different explainable AI algorithms    * **[[https://github.com/sbobek/inxai|InXAI]]** is a Python library for Intelligible XAI that allows to evaluate, compare and analyse different explainable AI algorithms
 +   * **[[https://github.com/sbobek/tobii-pytracker|Tobii Pytracker]]** -- Python-based framework for Tobii eye tracker experiments and multimodal data collection. Intended to human-grounded evaluaiton of XAI methods with eye-tracking and think-aloud-protocol approaches.
 ==== Knowledge engineering Tools ==== ==== Knowledge engineering Tools ====
  
res.1729057742.txt.gz · Last modified: 2024/10/16 05:49 by sbk