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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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Developing a hybrid deep learning model with explainable artificial intelligence (XAI) for enhanced landslide susceptibility modeling and management

Natural hazards (Dordrecht), 2024-03, Vol.120 (4), p.3719-3747

2024

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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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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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XAI–reduct: accuracy preservation despite dimensionality reduction for heart disease classification using explainable AI

The Journal of supercomputing, 2023-11, Vol.79 (16), p.18167-18197

2023

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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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Taming the chaos?! Using eXplainable Artificial Intelligence (XAI) to tackle the complexity in mental health research

European child & adolescent psychiatry, 2021-08, Vol.30 (8), p.1143-1146

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): closing the gap between image analysis and navigation in complex invasive diagnostic procedures

World journal of urology, 2022-05, Vol.40 (5), p.1125-1134

2022

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STEG-XAI: explainable steganalysis in images using neural networks

Multimedia tools and applications, 2024-05, Vol.83 (17), p.50601-50618

2024

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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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Decision support for efficient XAI services - A morphological analysis, business model archetypes, and a decision tree

Electronic markets, 2022-12, Vol.32 (4), p.2139-2158

2022

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An optimized model for network intrusion detection systems in industry 4.0 using XAI based Bi-LSTM framework

Neural computing & applications, 2023-05, Vol.35 (15), p.11459-11475

2023

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XAI for intrusion detection system: comparing explanations based on global and local scope

Journal of Computer Virology and Hacking Techniques, 2023-06, Vol.19 (2), p.217-239

2023

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Understanding via exemplification in XAI: how explaining image classification benefits from exemplars

AI & society, 2024-01

Mann, Sara

2024

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Explaining hardness modeling with XAI of C45 steel spur-gear induction hardening

International journal of material forming, 2023-09, Vol.16 (5), Article 57

2023

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Estimation of nitrogen content in wheat from proximal hyperspectral data using machine learning and explainable artificial intelligence (XAI) approach

Modeling earth systems and environment, 2022-06, Vol.8 (2), p.2505-2511

2022

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Development of a Light and Accurate Nox Prediction Model for Diesel Engines Using Machine Learning and Xai Methods

International Journal of Automotive Technology, 2023, 24(2), 132, pp.559-571

2023

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XAI-FR: Explainable AI-Based Face Recognition Using Deep Neural Networks

Wireless personal communications, 2023, Vol.129 (1), p.663-680

2023

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Innovative Insights into Knowledge-Driven Financial Distress Prediction: a Comprehensive XAI Approach

Journal of the knowledge economy, 2023-11

2023

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Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices

Journal of big data, 2024-12, Vol.11 (1), p.63-17

2024

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Improving deep learning performance by using Explainable Artificial Intelligence (XAI) approaches

Discover Artificial Intelligence, 2021-12, Vol.1 (1), Article 9

2021

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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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Disease classification for whole-blood DNA methylation: Meta-analysis, missing values imputation, and XAI

Gigascience, 2022-10, Vol.11

2022

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ViT: Quantifying Chest X-Ray Images Using Vision Transformer & XAI Technique

SN computer science, 2023-11, Vol.4 (6), p.754, Article 754

2023

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The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

Developing a hybrid deep learning model with explainable artificial intelligence (XAI) for enhanced landslide susceptibility modeling and management

XAI-enabled neural network analysis of metabolite spatial distributions

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

XAI–reduct: accuracy preservation despite dimensionality reduction for heart disease classification using explainable AI

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

Taming the chaos?! Using eXplainable Artificial Intelligence (XAI) to tackle the complexity in mental health research

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

Explainable artificial intelligence (XAI): closing the gap between image analysis and navigation in complex invasive diagnostic procedures

STEG-XAI: explainable steganalysis in images using neural networks

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

Decision support for efficient XAI services - A morphological analysis, business model archetypes, and a decision tree

An optimized model for network intrusion detection systems in industry 4.0 using XAI based Bi-LSTM framework

XAI for intrusion detection system: comparing explanations based on global and local scope

Understanding via exemplification in XAI: how explaining image classification benefits from exemplars

Explaining hardness modeling with XAI of C45 steel spur-gear induction hardening

Estimation of nitrogen content in wheat from proximal hyperspectral data using machine learning and explainable artificial intelligence (XAI) approach

Development of a Light and Accurate Nox Prediction Model for Diesel Engines Using Machine Learning and Xai Methods

XAI-FR: Explainable AI-Based Face Recognition Using Deep Neural Networks

Innovative Insights into Knowledge-Driven Financial Distress Prediction: a Comprehensive XAI Approach

Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices

Improving deep learning performance by using Explainable Artificial Intelligence (XAI) approaches

Exploring DeepDream and XAI Representations for Classifying Histological Images

Disease classification for whole-blood DNA methylation: Meta-analysis, missing values imputation, and XAI

ViT: Quantifying Chest X-Ray Images Using Vision Transformer & XAI Technique

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