Fatemeh Aghaeipoor

11 papers B 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainability of vision transformers: a comprehensive review and new perspectives.
Multim. Tools Appl.
Rojina Kashefi, Leili Barekatain, Mohammad Sabokrou, Fatemeh Aghaeipoor
2025 J jnl
A unified concept-based system for local, global, and misclassification explanations.
Neurocomputing
Fatemeh Aghaeipoor, Dorsa Asgarian, Mohammad Sabokrou
2023 J jnl
Expanding Explainability Horizons: A Unified Concept-Based System for Local, Global, and Misclassification Explanations.
CoRR
Fatemeh Aghaeipoor, Dorsa Asgarian, Mohammad Sabokrou
2023 J jnl
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives.
CoRR
Rojina Kashefi, Leili Barekatain, Mohammad Sabokrou, Fatemeh Aghaeipoor
2023 J jnl
Fuzzy Rule-Based Explainer Systems for Deep Neural Networks: From Local Explainability to Global Understanding.
IEEE Trans. Fuzzy Syst.
Fatemeh Aghaeipoor, Mohammad Sabokrou, Alberto Fernández
2022 J jnl
IFC-BD: An Interpretable Fuzzy Classifier for Boosting Explainable Artificial Intelligence in Big Data.
IEEE Trans. Fuzzy Syst.
Fatemeh Aghaeipoor, Mohammad Masoud Javidi, Alberto Fernández
2020 J jnl
A hybrid fuzzy feature selection algorithm for high-dimensional regression problems: An mRMR-based framework.
Expert Syst. Appl.
Fatemeh Aghaeipoor, Mohammad Masoud Javidi
2020 B conf
Chi-BD-DRF: Design of Scalable Fuzzy Classifiers for Big Data via A Dynamic Rule Filtering Approach.
FUZZ-IEEE
Fatemeh Aghaeipoor, Mohammad Masoud Javidi, Isaac Triguero, Alberto Fernández
2019 J jnl
EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms.
Soft Comput.
Fatemeh Aghaeipoor, Mahdi Eftekhari
2019 J jnl
MOKBL+MOMs: An interpretable multi-objective evolutionary fuzzy system for learning high-dimensional regression data.
Inf. Sci.
Fatemeh Aghaeipoor, Mohammad Masoud Javidi
2019 J jnl
On the influence of using fuzzy extensions in linguistic fuzzy rule-based regression systems.
Appl. Soft Comput.
Fatemeh Aghaeipoor, Mohammad Masoud Javidi