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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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eXplainable Artificial Intelligence (XAI) for improving organisational regility

PloS one, 2024-04, Vol.19 (4), p.e0301429-e0301429

2024

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Explainable Artificial Intelligence (XAI) in Healthcare

1, 2024

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Advanced insights through systematic analysis: Mapping future research directions and opportunities for xAI in deep learning and artificial intelligence used in cybersecurity

Neurocomputing (Amsterdam), 2024-07, Vol.590, Article 127759

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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Characterizing the Contribution of Dependent Features in XAI Methods

IEEE journal of biomedical and health informatics, 2024-05, Vol.PP, p.1-8

2024

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IEEE_Xplore

Automated Machine Learning and Explainable AI (AutoML-XAI) for Metabolomics: Improving Cancer Diagnostics

Journal of the American Society for Mass Spectrometry, 2024-05

2024

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Enhancing Interpretability in Deep Learning-Based Inversion of 2D Ground Penetrating Radar Data: An Explainable AI (XAI) Strategy

IEEE geoscience and remote sensing letters, 2024-05, p.1-1

2024

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IEEE_Xplore

IDF23-0446 Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus

Diabetes research and clinical practice, 2024-03, Vol.209

2024

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A lightweight xAI approach to cervical cancer classification

Medical & biological engineering & computing, 2024-03

2024

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Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists

Cognitive systems research, 2024-08, Vol.86, Article 101243

2024

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Liver Disease Classification - An XAI Approach to Biomedical AI

Informatica (Ljubljana), 2024-03, Vol.48 (1), p.79-89

2024

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Using explainable artificial intelligence (XAI) methods to understand the nonlinear relationship between the Three Gorges Dam and downstream flood

Journal of hydrology. Regional studies, 2024-06, Vol.53, p.101776, Article 101776

2024

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Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI

Journal of information security and applications, 2024-05, Vol.82, Article 103741

2024

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Improving Prediction of Arabic Fake News Using ELMO's Features-Based Tri-Ensemble Model and LIME XAI

IEEE access, 2024, Vol.12, p.63066-63076

Aljrees, Turki

2024

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Innovative approach towards early prediction of ovarian cancer: Machine learning- enabled XAI techniques

Heliyon, 2024-05, Vol.10 (9), p.e29197, Article e29197

2024

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SIDU-TXT: An XAI algorithm for NLP with a holistic assessment approach

Natural Language Processing Journal, 2024-06, Vol.7, Article 100078

2024

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Exploring DeepDream and XAI Representations for Classifying Histological Images

SN computer science, 2024-04, Vol.5 (4), p.362

2024

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XAI-FusionNet: Diabetic foot ulcer detection based on multi-scale feature fusion with explainable artificial intelligence

Heliyon, 2024-05, Vol.10 (10), Article e31228

2024

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Humans in XAI: increased reliance in decision-making under uncertainty by using explanation strategies

Frontiers in behavioral economics, 2024-03, Vol.3

2024

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Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research

Proceedings of the ACM on human-computer interaction, 2024-04, Vol.8 (CSCW1), p.1-43, Article 170

2024

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The Impact of Imperfect XAI on Human-AI Decision-Making

Proceedings of the ACM on human-computer interaction, 2024-04, Vol.8 (CSCW1), p.1-39, Article 183

2024

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Seamful XAI: Operationalizing Seamful Design in Explainable AI

Proceedings of the ACM on human-computer interaction, 2024-04, Vol.8 (CSCW1), p.1-29, Article 119

2024

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XAI Human-Machine collaboration applied to network security

Frontiers in computer science (Lausanne), 2024-05, Vol.6

2024

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Machine learning and XAI approaches highlight the strong connection between O 3 and N O 2 pollutants and Alzheimer's disease

Scientific reports, 2024-03, Vol.14 (1), p.5385-5385

2024

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

eXplainable Artificial Intelligence (XAI) for improving organisational regility

Explainable Artificial Intelligence (XAI) in Healthcare

Advanced insights through systematic analysis: Mapping future research directions and opportunities for xAI in deep learning and artificial intelligence used in cybersecurity

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

Characterizing the Contribution of Dependent Features in XAI Methods

Automated Machine Learning and Explainable AI (AutoML-XAI) for Metabolomics: Improving Cancer Diagnostics

Enhancing Interpretability in Deep Learning-Based Inversion of 2D Ground Penetrating Radar Data: An Explainable AI (XAI) Strategy

IDF23-0446 Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus

A lightweight xAI approach to cervical cancer classification

Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists

Liver Disease Classification - An XAI Approach to Biomedical AI

Using explainable artificial intelligence (XAI) methods to understand the nonlinear relationship between the Three Gorges Dam and downstream flood

Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI

Improving Prediction of Arabic Fake News Using ELMO's Features-Based Tri-Ensemble Model and LIME XAI

Innovative approach towards early prediction of ovarian cancer: Machine learning- enabled XAI techniques

SIDU-TXT: An XAI algorithm for NLP with a holistic assessment approach

Exploring DeepDream and XAI Representations for Classifying Histological Images

XAI-FusionNet: Diabetic foot ulcer detection based on multi-scale feature fusion with explainable artificial intelligence

Humans in XAI: increased reliance in decision-making under uncertainty by using explanation strategies

Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research

The Impact of Imperfect XAI on Human-AI Decision-Making

Seamful XAI: Operationalizing Seamful Design in Explainable AI

XAI Human-Machine collaboration applied to network security

Machine learning and XAI approaches highlight the strong connection between O 3 and N O 2 pollutants and Alzheimer's disease

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