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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

IEEE transaction on neural networks and learning systems, 2021-11, Vol.32 (11), p.4793-4813

2021

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Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

Medical image analysis, 2022-07, Vol.79, p.102470-102470, Article 102470

2022

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Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

IEEE access, 2018-01, Vol.6, p.52138-52160

2018

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Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

Applied sciences, 2021-06, Vol.11 (11), p.5088

2021

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Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)

Sensors (Basel, Switzerland), 2021-07, Vol.21 (14), p.4738

2021

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Human-centered XAI: Developing design patterns for explanations of clinical decision support systems

International journal of human-computer studies, 2021-10, Vol.154, p.102684, Article 102684

2021

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Critical Thinking About Explainable AI (XAI) for Rule-Based Fuzzy Systems

IEEE transactions on fuzzy systems, 2021-12, Vol.29 (12), p.3579-3593

2021

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Adversarial XAI Methods in Cybersecurity

IEEE transactions on information forensics and security, 2021, Vol.16, p.4924-4938

2021

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Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI)

Sensors (Basel, Switzerland), 2021-06, Vol.21 (13), p.4489

2021

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Explanatory classification of CXR images into COVID-19, Pneumonia and Tuberculosis using deep learning and XAI

Computers in biology and medicine, 2022-11, Vol.150, p.106156-106156, Article 106156

2022

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A Survey on Medical Explainable AI (XAI): Recent Progress, Explainability Approach, Human Interaction and Scoring System

Sensors (Basel, Switzerland), 2022-10, Vol.22 (20), p.8068

2022

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Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI-Explainable Artificial Intelligence

IEEE transactions on industrial informatics, 2022-08, Vol.18 (8), p.5127-5137

2022

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A model-agnostic, network theory-based framework for supporting XAI on classifiers

Expert systems with applications, 2024-05, Vol.241, p.122588, Article 122588

2024

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Classification and Automated Interpretation of Spinal Posture Data Using a Pathology-Independent Classifier and Explainable Artificial Intelligence (XAI)

Sensors (Basel, Switzerland), 2021-09, Vol.21 (18), p.6323

2021

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An eXplainable AI (XAI) model for text-based patent novelty analysis

Expert systems with applications, 2023-11, Vol.231, p.120839, Article 120839

2023

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Health condition monitoring of a complex hydraulic system using Deep Neural Network and DeepSHAP explainable XAI

Advances in engineering software (1992), 2023-01, Vol.175, p.103339, Article 103339

2023

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Designing an XAI interface for BCI experts: A contextual design for pragmatic explanation interface based on domain knowledge in a specific context

International journal of human-computer studies, 2023-06, Vol.174, p.103009, Article 103009

2023

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Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review

Applied sciences, 2023-02, Vol.13 (3), p.1252

2023

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Do stakeholder needs differ? - Designing stakeholder-tailored Explainable Artificial Intelligence (XAI) interfaces

International journal of human-computer studies, 2024-01, Vol.181, p.103160, Article 103160

2024

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Vibration Signals Analysis by Explainable Artificial Intelligence (XAI) Approach: Application on Bearing Faults Diagnosis

IEEE access, 2020, Vol.8, p.134246-134256

2020

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HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis

Computers in biology and medicine, 2022-08, Vol.147, p.105671-105671, Article 105671

2022

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Aligning XAI explanations with software developers’ expectations: A case study with code smell prioritization

Expert systems with applications, 2024-03, Vol.238, p.121640, Article 121640

2024

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XAI-MethylMarker: Explainable AI approach for biomarker discovery for breast cancer subtype classification using methylation data

Expert systems with applications, 2023-09, Vol.225, p.120130, Article 120130

2023

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A Life-Long Learning XAI Metaheuristic-based Type-2 Fuzzy System for Solar Radiation Modelling

IEEE transactions on fuzzy systems, 2023, p.1-13

2023

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Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)

Sensors (Basel, Switzerland), 2022-08, Vol.22 (17), p.6338

2022

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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)

Human-centered XAI: Developing design patterns for explanations of clinical decision support systems

Critical Thinking About Explainable AI (XAI) for Rule-Based Fuzzy Systems

Adversarial XAI Methods in Cybersecurity

Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI)

Explanatory classification of CXR images into COVID-19, Pneumonia and Tuberculosis using deep learning and XAI

A Survey on Medical Explainable AI (XAI): Recent Progress, Explainability Approach, Human Interaction and Scoring System

Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI-Explainable Artificial Intelligence

A model-agnostic, network theory-based framework for supporting XAI on classifiers

Classification and Automated Interpretation of Spinal Posture Data Using a Pathology-Independent Classifier and Explainable Artificial Intelligence (XAI)

An eXplainable AI (XAI) model for text-based patent novelty analysis

Health condition monitoring of a complex hydraulic system using Deep Neural Network and DeepSHAP explainable XAI

Designing an XAI interface for BCI experts: A contextual design for pragmatic explanation interface based on domain knowledge in a specific context

Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review

Do stakeholder needs differ? - Designing stakeholder-tailored Explainable Artificial Intelligence (XAI) interfaces

Vibration Signals Analysis by Explainable Artificial Intelligence (XAI) Approach: Application on Bearing Faults Diagnosis

HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis

Aligning XAI explanations with software developers’ expectations: A case study with code smell prioritization

XAI-MethylMarker: Explainable AI approach for biomarker discovery for breast cancer subtype classification using methylation data

A Life-Long Learning XAI Metaheuristic-based Type-2 Fuzzy System for Solar Radiation Modelling

Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)

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