Explainable Artificial Intelligence: Advancements and Limitations by Halil Ibrahim Aysel, Xiaohao Cai, Adam Prugel-Bennett

“…Explainable artificial intelligence (XAI) has emerged as a crucial field for understanding and interpreting the decisions of complex machine learning models, particularly deep neural networks. …”
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Explainable Artificial Intelligence in Paediatric: Challenges for the Future by Ahmed M. Salih, Gloria Menegaz, Thillagavathie Pillay, Elaine M. Boyle

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Introducing Geo-Glocal Explainable Artificial Intelligence by Cedric Roussel, Klaus Bohm

“…This study introduces a novel concept ‘Geo-Glocal Explainable Artificial Intelligence’ that combines the strengths of global and local explanations to provide a more balanced explanatory power. …”
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From explainable artificial intelligence to human understanding by Jürgen Bajorath

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Explainable Artificial Intelligence in the Field of Drug Research by Ding Q, Yao R, Bai Y, Da L, Wang Y, Xiang R, Jiang X, Zhai F

Subjects: “…Explainable Artificial Intelligence…”
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The Importance of Explainable Artificial Intelligence Based Medical Diagnosis by Aigerim Mashekova, Vasilios Zarikas, Yong Zhao, Eddie Yin Kwee Ng

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The SAGE Framework for Explaining Context in Explainable Artificial Intelligence by Eleanor Mill, Wolfgang Garn, Nick Ryman-Tubb, Chris Turner

“…Scholars often recommend incorporating context into the design of an explainable artificial intelligence (XAI) model in order to ensure successful real-world adoption. …”
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Attentiveness on criticisms and definition about Explainable Artificial Intelligence by Francisco Herrera

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Explainable artificial intelligence for targeted protein degradation predictions by Francis J. Prael III, Jutta Blank, William C. Forrester, Lingling Shen, Raquel Rodríguez-Pérez

Subjects: “…Explainable artificial intelligence (XAI)…”
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Legal Perspectives for Explainable Artificial Intelligence in Medicine - Quo Vadis? by Cătălin-Mihai PESECAN, Lăcrămioara STOICU-TIVADAR

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A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME by Ahmed M. Salih, Zahra Raisi‐Estabragh, Ilaria Boscolo Galazzo, Petia Radeva, Steffen E. Petersen, Karim Lekadir, Gloria Menegaz

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Explainable artificial intelligence for sustainable urban water systems engineering by Shofia Saghya Infant, Sundaram Vickram, A Saravanan, C M Mathan Muthu, Devarajan Yuarajan

Subjects: “…Explainable artificial intelligence (XAI)…”
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Transformative impact of explainable artificial intelligence: bridging complexity and trust by Girish Paliwal, Ashish Kumar, Kanta Prasad Sharma, Deepshika Bhargava, Vijay Mohan Shrimal

Subjects: “…Explainable artificial intelligence…”
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Developing Explainable Artificial Intelligence Models for Space Science Applications by Ambuj Kumar Agarwal, Rajat Bhardwaj, Gyanendra Tiwary, Abeer A. Aljohani, Ruchi Kawatra, Abhijit Das

“…The integration of explainable artificial intelligence (XAI) in space science has ushered in a new era of transparency and reliability in AI-driven applications. …”
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Towards an Explainable Artificial Intelligence approach for smart grid systems by Mahmoud Alfayan, Hani Hagras

“…This paper proposes a novel system which employs Explainable Artificial Intelligence (XAI) to enhance the operational efficiency of smart grids by predicting energy consumption and optimising resource allocation accordingly. …”
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Explainable Artificial Intelligence Driven Segmentation for Cervical Cancer Screening by Niruthikka Sritharan, Nishaanthini Gnanavel, Prathushan Inparaj, Dulani Meedeniya, Pratheepan Yogarajah

“…This paper addresses the development of a novel weakly supervised segmentation framework that combines binary classification, Explainable Artificial Intelligence (XAI) techniques, and GraphCut to automate cervical cancer screening. …”
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Mobile Robot Positioning with Wireless Fidelity Fingerprinting and Explainable Artificial Intelligence by Hüseyin Abacı, Ahmet Çağdaş Seçkin

Subjects: “…explainable artificial intelligence…”
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Explainable Artificial Intelligence Models for Predicting Depression Based on Polysomnographic Phenotypes by Doljinsuren Enkhbayar, Jaehoon Ko, Somin Oh, Rumana Ferdushi, Jaesoo Kim, Jaehong Key, Erdenebayar Urtnasan

Subjects: “…explainable artificial intelligence…”
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Detecting label noise in longitudinal Alzheimer’s data with explainable artificial intelligence by Paolo Sorino, Angela Lombardi, Domenico Lofù, Tommaso Colafiglio, Antonio Ferrara, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia

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Tertiary Review on Explainable Artificial Intelligence: Where Do We Stand? by Frank van Mourik, Annemarie Jutte, Stijn E. Berendse, Faiza A. Bukhsh, Faizan Ahmed

“…Research into explainable artificial intelligence (XAI) methods has exploded over the past five years. …”
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