Fuzzy Logic and Fuzzy Topology for Uncertainty Management in Machine Learning

  • Unique Paper ID: 168214
  • Volume: 11
  • Issue: 5
  • PageNo: 2122-2125
  • Abstract:
  • Uncertainty in machine learning refers to the inherent unpredictability in model predictions due to factors like data variability and model limitations. Fuzzy logic is a mathematical framework used to handle imprecise and uncertain information by allowing partial truth values between completely true and completely false. Managing uncertainty in machine learning models is crucial for improving their robustness, reliability, and interpretability.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{168214,
        author = {GAFURSO MAKANDAR},
        title = {Fuzzy Logic and Fuzzy Topology for Uncertainty Management in Machine Learning},
        journal = {International Journal of Innovative Research in Technology},
        year = {2024},
        volume = {11},
        number = {5},
        pages = {2122-2125},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=168214},
        abstract = {Uncertainty in machine learning refers to the inherent unpredictability in model predictions due to factors like data variability and model limitations. Fuzzy logic is a mathematical framework used to handle imprecise and uncertain information by allowing partial truth values between completely true and completely false. Managing uncertainty in machine learning models is crucial for improving their robustness, reliability, and interpretability.},
        keywords = {},
        month = {October},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 5
  • PageNo: 2122-2125

Fuzzy Logic and Fuzzy Topology for Uncertainty Management in Machine Learning

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