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   Articles with "explainable fuzzy" as a keyword



Explainable Fuzzy Utility Mining on Sequences

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recommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"

DOI: 10.1109/tfuzz.2021.3089284

Abstract: Fuzzy systems have good modeling capabilities in several data science scenarios and can provide human-explainable intelligence models with explainability and interpretability. To obtain a human-explainable data intelligence model for decision making, in this article, we… read more here.

Keywords: utility mining; fuzzy utility; mining; explainable fuzzy ... See more keywords

Explainable Fuzzy AI Challenge 2022: Winner's Approach to a Computationally Efficient and Explainable Solution

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recommendations! Published in 2022 at "Axioms"

DOI: 10.3390/axioms11100489

Abstract: An explainable artificial intelligence (XAI) agent is an autonomous agent that uses a fundamental XAI model at its core to perceive its environment and suggests actions to be performed. One of the significant challenges for… read more here.

Keywords: xai; fuzzy challenge; explainable fuzzy; agent ... See more keywords

An Explainable Fuzzy Framework for Assessing Preeclampsia Classification

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recommendations! Published in 2025 at "Biomedicines"

DOI: 10.3390/biomedicines13061483

Abstract: Background: Preeclampsia remains a leading cause of maternal morbidity worldwide. There is a critical need for predictive systems that not only perform accurately but also provide interpretable insights for clinical decision-making. This work introduces SK-MOEFS,… read more here.

Keywords: classification; explainable fuzzy; framework; fuzzy framework ... See more keywords

Explainable AI and Fuzzy Linguistic Interpretation for Enhanced Transparency in Public Procurement: Analyzing EU Tender Awards

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recommendations! Published in 2025 at "Mathematics"

DOI: 10.3390/math13132215

Abstract: Despite the ideal of a unified Single Market, a powerful “home bias” pervades EU public procurement, hinting at unseen barriers that conventional analysis fails to capture. This study introduces an interpretable AI framework to investigate… read more here.

Keywords: explainable fuzzy; fuzzy linguistic; public procurement; linguistic interpretation ... See more keywords