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Fatemeh Aghaeipoor
Fatemeh Aghaeipoor
Postdoctoral Researcher, School of Computer Science, Institute for Research in Fundamental Sciences
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MOKBL+ MOMs: An interpretable multi-objective evolutionary fuzzy system for learning high-dimensional regression data
F Aghaeipoor, MM Javidi
Information Sciences 496, 1-24, 2019
372019
A hybrid fuzzy feature selection algorithm for high-dimensional regression problems: An mRMR-based framework
F Aghaeipoor, MM Javidi
Expert Systems with Applications 162, 113859, 2020
272020
IFC-BD: An Interpretable Fuzzy Classifier for Boosting Explainable Artificial Intelligence in Big Data
F Aghaeipoor, MM Javidi, A Fernández
IEEE Transactions on Fuzzy Systems, 1-1, 2021
202021
On the influence of using fuzzy extensions in linguistic fuzzy rule-based regression systems
F Aghaeipoor, MM Javidi
Applied Soft Computing 79, 283-299, 2019
172019
EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms
F Aghaeipoor, M Eftekhari
Soft Computing 23 (22), 11737-11757, 2019
122019
Fuzzy Rule-Based Explainer Systems for Deep Neural Networks: From Local Explainability to Global Understanding
F Aghaeipoor, M Sabokrou, A Fernández
IEEE Transactions on Fuzzy Systems, 1-12, 2023
82023
Chi-BD-DRF: design of scalable fuzzy classifiers for big data via a dynamic rule filtering approach
F Aghaeipoor, MM Javidi, I Triguero, A Fernández
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2020
82020
Target tracking in noisy wireless sensor network using artificial neural network
F Aghaeipoor, M Mohammadi, V Sattari Naeini
2014 7th International Symposium on Telecommunications (IST), 2014
72014
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives
R Kashefi, L Barekatain, M Sabokrou, F Aghaeipoor
arXiv preprint arXiv:2311.06786, 2023
12023
A Unified Concept-Based System for Local, Global, and Misclassification Explanations
F Aghaeipoor, D Asgarian, M Sabokrou
arXiv preprint arXiv:2306.03531, 2023
2023
Fuzzy Infinite-Step Opacity Measure of Discrete Event Systems and Its Applications
F Aghaeipoor, MM Javidi, A Fernández, J Xu, Y Niu, HK Lam, R Al-Hmouz, ...
IEEE Transactions on Fuzzy Systems, 2022
2022
Energy Efficient Target Tracking in Heterogeneous WSNs Using a Combination of Activation Mechanism and Prediction Method
F Aghaeipoor, V Sattari Naeini, M Mohammadi
Electronics Industries 9 (2), 83-95, 2018
2018
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