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ORCIDJean-Sébastien Dessureault
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2020 – today
- 2024
[j4]Jean-Sébastien Dessureault
, Félix Clément, Seydou Ba, François Meunier, Daniel Massicotte:
Explainable Machine Learning Method for Aesthetic Prediction of Doors and Home Designs. Inf. 15(4): 203 (2024)- [j3]Jean-Sébastien Dessureault, Daniel Massicotte:
DPDR: A Novel Machine Learning Method for the Decision Process for Dimensionality Reduction. SN Comput. Sci. 5(1): 124 (2024) - 2023
- [j2]Jean-Sébastien Dessureault, Daniel Massicotte:
Explainable global error weighted on feature importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation. Appl. Intell. 53(19): 21532-21542 (2023) - [j1]Jean-Sébastien Dessureault, Daniel Massicotte:
AI2: the next leap toward native language-based and explainable machine learning framework. Autom. Softw. Eng. 30(2): 32 (2023) - [c2]Jean-Sébastien Dessureault, Daniel Massicotte:
AI2: a novel explainable machine learning framework using an NLP interface. ICMLT 2023: 1-7 - [i6]Jean-Sébastien Dessureault, Daniel Massicotte:
AI2: The next leap toward native language based and explainable machine learning framework. CoRR abs/2301.03391 (2023) - 2022
- [c1]Jean-Sébastien Dessureault, Jonathan Simard, Daniel Massicotte:
Unsupervised Machine Learning Methods for City Vitality Index. SAI (2) 2022: 230-246 - [i5]Jean-Sébastien Dessureault, Daniel Massicotte:
DPDR: A novel machine learning method for the Decision Process for Dimensionality Reduction. CoRR abs/2206.08974 (2022) - [i4]Jean-Sébastien Dessureault, Daniel Massicotte:
Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation. CoRR abs/2206.08980 (2022) - [i3]Jean-Sébastien Dessureault, Daniel Massicotte:
ck-means, a novel unsupervised learning method that combines fuzzy and crispy clustering methods to extract intersecting data. CoRR abs/2206.08982 (2022) - 2021
- [i2]Jean-Sébastien Dessureault, Daniel Massicotte:
Feature selection or extraction decision process for clustering using PCA and FRSD. CoRR abs/2111.10492 (2021) - 2020
- [i1]Jean-Sébastien Dessureault, Jonathan Simard, Daniel Massicotte:
Unsupervised Machine learning methods for city vitality index. CoRR abs/2012.12082 (2020)
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