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

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

2021

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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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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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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) 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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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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XAI-enabled neural network analysis of metabolite spatial distributions

Analytical and bioanalytical chemistry, 2023-06, Vol.415 (14), p.2819-2830

2023

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XAI Systems Evaluation: A Review of Human and Computer-Centred Methods

Applied sciences, 2022-10, Vol.12 (19), p.9423

2022

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Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

Sensors (Basel, Switzerland), 2023-02, Vol.23 (4), p.1959

2023

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XSMILES: interactive visualization for molecules, SMILES and XAI attribution scores

Journal of cheminformatics, 2023-01, Vol.15 (1), p.2-2, Article 2

2023

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The Role of XAI in Advice-Taking from a Clinical Decision Support System: A Comparative User Study of Feature Contribution-Based and Example-Based Explanations

Applied sciences, 2022-10, Vol.12 (20), p.10323

2022

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Building XAI-Based Agents for IoT Systems

Applied sciences, 2023-03, Vol.13 (6), p.4040

2023

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Modeling and Predicting Urban Expansion in South Korea Using Explainable Artificial Intelligence (XAI) Model

Applied sciences, 2022-09, Vol.12 (18), p.9169

2022

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OD-XAI: Explainable AI-Based Semantic Object Detection for Autonomous Vehicles

Applied sciences, 2022-06, Vol.12 (11), p.5310

2022

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Impact of Interdependencies: Multi-Component System Perspective toward Predictive Maintenance Based on Machine Learning and XAI

Applied sciences, 2023-03, Vol.13 (5), p.3088

2023

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Cybersecurity Knowledge Extraction Using XAI

Applied sciences, 2022-09, Vol.12 (17), p.8669

2022

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Automatic False Alarm Detection Based on XAI and Reliability Analysis

Applied sciences, 2022-07, Vol.12 (13), p.6761

2022

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Classification and Explanation for Intrusion Detection System Based on Ensemble Trees and SHAP Method

Sensors (Basel, Switzerland), 2022-02, Vol.22 (3), p.1154

2022

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Overview of Explainable Artificial Intelligence for Prognostic and Health Management of Industrial Assets Based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses

Sensors (Basel, Switzerland), 2021-12, Vol.21 (23), p.8020

2021

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Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI

Advanced materials (Weinheim), 2024-02, Vol.36 (7), p.e2307160-n/a

2024

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A Proactive Attack Detection for Heating, Ventilation, and Air Conditioning (HVAC) System Using Explainable Extreme Gradient Boosting Model (XGBoost)

Sensors (Basel, Switzerland), 2022-11, Vol.22 (23), p.9235

2022

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A Review of Explainable Deep Learning Cancer Detection Models in Medical Imaging

Applied sciences, 2021-05, Vol.11 (10), p.4573

2021

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Classification of Skin Cancer Lesions Using Explainable Deep Learning

Sensors (Basel, Switzerland), 2022-09, Vol.22 (18), p.6915

2022

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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)

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

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

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

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

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

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

XAI-enabled neural network analysis of metabolite spatial distributions

XAI Systems Evaluation: A Review of Human and Computer-Centred Methods

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

XSMILES: interactive visualization for molecules, SMILES and XAI attribution scores

The Role of XAI in Advice-Taking from a Clinical Decision Support System: A Comparative User Study of Feature Contribution-Based and Example-Based Explanations

Building XAI-Based Agents for IoT Systems

Modeling and Predicting Urban Expansion in South Korea Using Explainable Artificial Intelligence (XAI) Model

OD-XAI: Explainable AI-Based Semantic Object Detection for Autonomous Vehicles

Impact of Interdependencies: Multi-Component System Perspective toward Predictive Maintenance Based on Machine Learning and XAI

Cybersecurity Knowledge Extraction Using XAI

Automatic False Alarm Detection Based on XAI and Reliability Analysis

Classification and Explanation for Intrusion Detection System Based on Ensemble Trees and SHAP Method

Overview of Explainable Artificial Intelligence for Prognostic and Health Management of Industrial Assets Based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses

Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI

A Proactive Attack Detection for Heating, Ventilation, and Air Conditioning (HVAC) System Using Explainable Extreme Gradient Boosting Model (XGBoost)

A Review of Explainable Deep Learning Cancer Detection Models in Medical Imaging

Classification of Skin Cancer Lesions Using Explainable Deep Learning

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