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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): Concepts, taxonomies, opportunities and challenges toward responsible AI

Information fusion, 2020-06, Vol.58, p.82-115

2020

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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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Explainable AI (XAI): Core Ideas, Techniques, and Solutions

ACM computing surveys, 2023-09, Vol.55 (9), p.1-33, Article 194

2023

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Evaluating XAI: A comparison of rule-based and example-based explanations

Artificial intelligence, 2021-02, Vol.291, p.103404, Article 103404

2021

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Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model

The Science of the total environment, 2023-06, Vol.879, p.163004-163004, Article 163004

2023

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The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

Minds and machines (Dordrecht), 2019-09, Vol.29 (3), p.441-459

Páez, Andrés

2019

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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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Explainable Artificial Intelligence (XAI) to Enhance Trust Management in Intrusion Detection Systems Using Decision Tree Model

Complexity (New York, N.Y.), 2021, Vol.2021, p.1-11

2021

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XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures

IEEE eTransactions on network and service management, 2021-12, Vol.18 (4), p.4225-4246

2021

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IEEE_Xplore

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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IEEE_Xplore

Explainable artificial intelligence (XAI) for exploring spatial variability of lung and bronchus cancer (LBC) mortality rates in the contiguous USA

Scientific reports, 2021-12, Vol.11 (1), p.24090-15, Article 24090

2021

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DARPA's explainable AI (XAI) program: A retrospective

Applied AI letters, 2021-12, Vol.2 (4), p.n/a

2021

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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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Explainable Artificial Intelligence (XAI) in auditing

International journal of accounting information systems, 2022-09, Vol.46, p.100572, Article 100572

2022

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Explaining reaction coordinates of alanine dipeptide isomerization obtained from deep neural networks using Explainable Artificial Intelligence (XAI)

The Journal of chemical physics, 2022-04, Vol.156 (15), p.154108-154108

2022

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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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Explainable AI (xAI) for Anatomic Pathology

Advances in anatomic pathology, 2020-07, Vol.27 (4), p.241

2020

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eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

PLoS computational biology, 2020-04, Vol.16 (4), p.e1007792-e1007792

2020

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Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe

Scientific reports, 2022-09, Vol.12 (1), p.16349-16349, Article 16349

2022

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XAI-empowered IoT multi-sensor system for real-time milk adulteration detection

Food control, 2024-10, Vol.164, Article 110495

2024

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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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Ensemble learning based transmission line fault classification using phasor measurement unit (PMU) data with explainable AI (XAI)

PloS one, 2024, Vol.19 (2), p.e0295144-e0295144

2024

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Improving traffic accident severity prediction using MobileNet transfer learning model and SHAP XAI technique

PloS one, 2024-04, Vol.19 (4), p.e0300640-e0300640

Aboulola, Omar Ibrahim

2024

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Machine learning and XAI approaches highlight the strong connection between O3 and NO2 pollutants and Alzheimer’s disease

Scientific reports, 2024-12, Vol.14 (1), p.5385

2024

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

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

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

Explainable AI (XAI): Core Ideas, Techniques, and Solutions

Evaluating XAI: A comparison of rule-based and example-based explanations

Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model

The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

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

Explainable Artificial Intelligence (XAI) to Enhance Trust Management in Intrusion Detection Systems Using Decision Tree Model

XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures

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

Explainable artificial intelligence (XAI) for exploring spatial variability of lung and bronchus cancer (LBC) mortality rates in the contiguous USA

DARPA's explainable AI (XAI) program: A retrospective

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

Explainable Artificial Intelligence (XAI) in auditing

Explaining reaction coordinates of alanine dipeptide isomerization obtained from deep neural networks using Explainable Artificial Intelligence (XAI)

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

Explainable AI (xAI) for Anatomic Pathology

eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe

XAI-empowered IoT multi-sensor system for real-time milk adulteration detection

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

Ensemble learning based transmission line fault classification using phasor measurement unit (PMU) data with explainable AI (XAI)

Improving traffic accident severity prediction using MobileNet transfer learning model and SHAP XAI technique

Machine learning and XAI approaches highlight the strong connection between O3 and NO2 pollutants and Alzheimer’s disease

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