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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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Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Information fusion, 2023-11, Vol.99, p.101805, Article 101805

2023

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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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What do we want from Explainable Artificial Intelligence (XAI)? – A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research

Artificial intelligence, 2021-07, Vol.296, p.103473, Article 103473

2021

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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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A novel method using explainable artificial intelligence (XAI)-based Shapley Additive Explanations for spatial landslide prediction using Time-Series SAR dataset

Gondwana research, 2023-11, Vol.123, p.107-124

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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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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IEEE_Xplore

Toward personalized XAI: A case study in intelligent tutoring systems

Artificial intelligence, 2021-09, Vol.298, p.103503, Article 103503

2021

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The quest of parsimonious XAI: A human-agent architecture for explanation formulation

Artificial intelligence, 2022-01, Vol.302, p.103573, Article 103573

2022

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Slab breakoff triggered ca. 113Ma magmatism around Xainza area of the Lhasa Terrane, Tibet

Gondwana research, 2014-09, Vol.26 (2), p.449-463

2014

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Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

Energy and AI, 2022-08, Vol.9, p.100169, Article 100169

2022

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Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

Information fusion, 2024-06, Vol.106, Article 102301

2024

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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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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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Adversarial XAI Methods in Cybersecurity

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

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

Insight into glacio-hydrologicalprocesses using explainable machine-learning (XAI) models

Journal of hydrology (Amsterdam), 2024-05, Vol.634, Article 131047

2024

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Impact of road transport system on groundwater quality inferred from explainable artificial intelligence (XAI)

The Science of the total environment, 2024-03, Vol.917, p.170388-170388, Article 170388

2024

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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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IEEE_Xplore

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

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

2021

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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

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

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

What do we want from Explainable Artificial Intelligence (XAI)? – A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research

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

A novel method using explainable artificial intelligence (XAI)-based Shapley Additive Explanations for spatial landslide prediction using Time-Series SAR dataset

The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

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

Toward personalized XAI: A case study in intelligent tutoring systems

The quest of parsimonious XAI: A human-agent architecture for explanation formulation

Slab breakoff triggered ca. 113Ma magmatism around Xainza area of the Lhasa Terrane, Tibet

Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

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

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

Adversarial XAI Methods in Cybersecurity

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

Insight into glacio-hydrologicalprocesses using explainable machine-learning (XAI) models

Impact of road transport system on groundwater quality inferred from explainable artificial intelligence (XAI)

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

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

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