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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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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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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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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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Extending the Nested Model for User-Centric XAI: A Design Study on GNN-based Drug Repurposing

IEEE transactions on visualization and computer graphics, 2023-01, Vol.29 (1), p.1266-1276

2023

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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) 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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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 in medical imaging: An overview for clinical practitioners – Saliency-based XAI approaches

European journal of radiology, 2023-05, Vol.162, p.110787-110787, Article 110787

2023

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XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification

Knowledge-based systems, 2022-03, Vol.240, p.108053, Article 108053

2022

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An XAI method for convolutional neural networks in self-driving cars

PloS one, 2022-08, Vol.17 (8), p.e0267282-e0267282

2022

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Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (13), p.3074

2022

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Reduce System Redundancy and Optimize Sensor Disposition for EMG–IMU Multimodal Fusion Human–Machine Interfaces With XAI

IEEE transactions on instrumentation and measurement, 2023, Vol.72, p.1-9

2023

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Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach

Stochastic environmental research and risk assessment, 2023-06, Vol.37 (6), p.2243-2270

2023

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Examining the Relationship between Land Use/Land Cover (LULC) and Land Surface Temperature (LST) Using Explainable Artificial Intelligence (XAI) Models: A Case Study of Seoul, South Korea

International journal of environmental research and public health, 2022-11, Vol.19 (23), p.15926

2022

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Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula

Remote sensing (Basel, Switzerland), 2023-04, Vol.15 (9), p.2248

2023

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Unboxing the Black Box of Attention Mechanisms in Remote Sensing Big Data Using XAI

Remote sensing (Basel, Switzerland), 2022-12, Vol.14 (24), p.6254

2022

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Assessment of the underlying causes of adult deaths using a short version of verbal autopsy in Xaiyabouli Province, Lao People's Democratic Republic

BMC public health, 2023-03, Vol.23 (1), p.560-560, Article 560

2023

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To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods

PeerJ. Computer science, 2021-04, Vol.7, p.e479-e479, Article e479

2021

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XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department

Artificial intelligence in medicine, 2023-03, Vol.137, p.102494-102494, Article 102494

2023

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Interpretable Machine Learning Models for Malicious Domains Detection Using Explainable Artificial Intelligence (XAI)

Sustainability (Basel, Switzerland), 2022-06, Vol.14 (12), p.7375

2022

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Interpretation of cluster structures in pain‐related phenotype data using explainable artificial intelligence (XAI)

European journal of pain, 2021-02, Vol.25 (2), p.442-465

2021

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Explainable reinforcement learning for broad-XAI: a conceptual framework and survey

Neural computing & applications, 2023-08, Vol.35 (23), p.16893-16916

2023

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Explainable Artificial Intelligence (XAI): Concepts and Challenges in Healthcare

AI (Basel), 2023-08, Vol.4 (3), p.652-666

Hulsen, Tim

2023

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

Toward personalized XAI: A case study in intelligent tutoring systems

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

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

Extending the Nested Model for User-Centric XAI: A Design Study on GNN-based Drug Repurposing

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) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review

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

Explainable AI in medical imaging: An overview for clinical practitioners – Saliency-based XAI approaches

XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification

An XAI method for convolutional neural networks in self-driving cars

Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing

Reduce System Redundancy and Optimize Sensor Disposition for EMG–IMU Multimodal Fusion Human–Machine Interfaces With XAI

Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach

Examining the Relationship between Land Use/Land Cover (LULC) and Land Surface Temperature (LST) Using Explainable Artificial Intelligence (XAI) Models: A Case Study of Seoul, South Korea

Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula

Unboxing the Black Box of Attention Mechanisms in Remote Sensing Big Data Using XAI

Assessment of the underlying causes of adult deaths using a short version of verbal autopsy in Xaiyabouli Province, Lao People's Democratic Republic

To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods

XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department

Interpretable Machine Learning Models for Malicious Domains Detection Using Explainable Artificial Intelligence (XAI)

Interpretation of cluster structures in pain‐related phenotype data using explainable artificial intelligence (XAI)

Explainable reinforcement learning for broad-XAI: a conceptual framework and survey

Explainable Artificial Intelligence (XAI): Concepts and Challenges in Healthcare

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