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Toward Human-Understandable, Explainable AI

Computer (Long Beach, Calif.), 2018-09, Vol.51 (9), p.28-36

Hagras, Hani

2018

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Introduction To Type-2 Fuzzy Logic Control: Theory and Applications

1, 2014

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A Self-Adaptive Online Brain–Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System

IEEE transactions on fuzzy systems, 2018-02, Vol.26 (1), p.101-116

2018

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An explainable artificial intelligence approach for decoding the enhancer histone modifications code and identification of novel enhancers in Drosophila

Genome Biology, 2021-11, Vol.22 (1), p.308-308, Article 308

2021

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An overview of artificial intelligence in the field of genomics

Discover Artificial Intelligence, 2024-12, Vol.4 (1), p.9-12, Article 9

2024

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Explainable artificial intelligence based analysis for interpreting infant fNIRS data in developmental cognitive neuroscience

Communications biology, 2021-09, Vol.4 (1), p.1077-1077, Article 1077

2021

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Toward General Type-2 Fuzzy Logic Systems Based on zSlices

IEEE transactions on fuzzy systems, 2010-08, Vol.18 (4), p.637-660

2010

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A Self-Tuning zSlices-Based General Type-2 Fuzzy PI Controller

IEEE transactions on fuzzy systems, 2015-08, Vol.23 (4), p.991-1013

2015

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Big Bang–Big Crunch optimization based interval type-2 fuzzy PID cascade controller design strategy

Information sciences, 2014-10, Vol.282, p.277-295

2014

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NNIR: N-Non-Intersecting-Routing Algorithm for Multi-Path Resilient Routing in Telecommunications Applications

International journal of computational intelligence systems, 2020-01, Vol.13 (1), p.352-365

2020

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Employing Computational Intelligence to Generate More Intelligent and Energy Efficient Living Spaces

International journal of automation and computing, 2008, Vol.5 (1), p.1-9

Hagras, Hani

2008

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A Life-Long Learning XAI Metaheuristic-Based Type-2 Fuzzy System for Solar Radiation Modeling

IEEE transactions on fuzzy systems, 2024-04, Vol.32 (4), p.2102-2115

2024

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A Type-2 Fuzzy Time Series Classification System with Optimized Time Period Selection

2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2024, p.1-9

2024

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Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification

IEEE transactions on fuzzy systems, 2017-04, Vol.25 (2), p.249-264

2017

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Type-2 Fuzzy Logic and Systems: Dedicated to Professor Jerry Mendel for his Pioneering Contribution

1st ed. 2018., 2018

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A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots

IEEE transactions on fuzzy systems, 2004-08, Vol.12 (4), p.524-539

Hagras, H.A.

2004

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Comparing the Performance Potentials of Singleton and Non-singleton Type-1 and Interval Type-2 Fuzzy Systems in Terms of Sculpting the State Space

IEEE transactions on fuzzy systems, 2020-04, Vol.28 (4), p.783-794

2020

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A Type-2 Fuzzy Logic Approach to Explainable AI for regulatory compliance, fair customer outcomes and market stability in the Global Financial Sector

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020, p.1-8

2020

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A Historical Account of Types of Fuzzy Sets and Their Relationships

IEEE transactions on fuzzy systems, 2016-02, Vol.24 (1), p.179-194

2016

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A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data

IEEE transactions on fuzzy systems, 2015-08, Vol.23 (4), p.973-990

2015

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A Time Series Based Explainable Interval Type-2 Fuzzy Logic System

2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2022, p.1-7

2022

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A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms

Journal of Artificial Intelligence and Soft Computing Research, 2017-01, Vol.7 (1), p.47-64

2017

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Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets

IEEE transactions on fuzzy systems, 2019-12, Vol.27 (12), p.2381-2395

2019

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A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization

Information sciences, 2016-02, Vol.329, p.390-411

2016

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Identifying and Rectifying Rational Gaps in Fuzzy Rule Based Systems for Regression Problems

2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021, p.1-6

2021

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Toward Human-Understandable, Explainable AI

Introduction To Type-2 Fuzzy Logic Control: Theory and Applications

A Self-Adaptive Online Brain–Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System

An explainable artificial intelligence approach for decoding the enhancer histone modifications code and identification of novel enhancers in Drosophila

An overview of artificial intelligence in the field of genomics

Explainable artificial intelligence based analysis for interpreting infant fNIRS data in developmental cognitive neuroscience

Toward General Type-2 Fuzzy Logic Systems Based on zSlices

A Self-Tuning zSlices-Based General Type-2 Fuzzy PI Controller

Big Bang–Big Crunch optimization based interval type-2 fuzzy PID cascade controller design strategy

NNIR: N-Non-Intersecting-Routing Algorithm for Multi-Path Resilient Routing in Telecommunications Applications

Employing Computational Intelligence to Generate More Intelligent and Energy Efficient Living Spaces

A Life-Long Learning XAI Metaheuristic-Based Type-2 Fuzzy System for Solar Radiation Modeling

A Type-2 Fuzzy Time Series Classification System with Optimized Time Period Selection

Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification

Type-2 Fuzzy Logic and Systems: Dedicated to Professor Jerry Mendel for his Pioneering Contribution

A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots

Comparing the Performance Potentials of Singleton and Non-singleton Type-1 and Interval Type-2 Fuzzy Systems in Terms of Sculpting the State Space

A Type-2 Fuzzy Logic Approach to Explainable AI for regulatory compliance, fair customer outcomes and market stability in the Global Financial Sector

A Historical Account of Types of Fuzzy Sets and Their Relationships

A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data

A Time Series Based Explainable Interval Type-2 Fuzzy Logic System

A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms

Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets

A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization

Identifying and Rectifying Rational Gaps in Fuzzy Rule Based Systems for Regression Problems

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