DEVELOPMENT OF A METHOD FOR THE INTERACTIVE CONSTRUCTION OF EXPLANATIONS IN INTELLIGENT INFORMATION SYSTEMS BASED ON THE PROBABILISTIC APPROACH by Serhii Chalyi, Volodymyr Leshchynskyi

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Confirmatory structural model of a collaborative network in a university in central Mexico during the COVID-19 era by Cruz García Lirios

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Using independent component analysis to extract a cross-modality and individual-specific brain baseline pattern by Wei Liu, Xuemin Zhang

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Pre Hoc and Co Hoc Explainability: Frameworks for Integrating Interpretability into Machine Learning Training for Enhanced Transparency and Performance by Cagla Acun, Olfa Nasraoui

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Ontologies for Smart Agriculture: A Path Toward Explainable AI—A Systematic Literature Review by Rima Grati, Najla Fattouch, Khouloud Boukadi

Subjects: “…Explainable AI…”
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An Efficient Explainability of Deep Models on Medical Images by Salim Khiat, Sidi Ahmed Mahmoudi, Sédrick Stassin, Lillia Boukerroui, Besma Senaï, Saïd Mahmoudi

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Explainability and Interpretability in Concept and Data Drift: A Systematic Literature Review by Daniele Pelosi, Diletta Cacciagrano, Marco Piangerelli

Subjects: “…explainability…”
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A Study Comparing Explainability Methods: A Medical User Perspective by Matejová Miroslava, Gojdičová Lucia, Paralič Ján

Subjects: “…explainability…”
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Explainable AI analysis for smog rating prediction by Yazeed Yasin Ghadi, Sheikh Muhammad Saqib, Tehseen Mazhar, Ahmad Almogren, Wajahat Waheed, Ayman Altameem, Habib Hamam

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Interpretable machine learning for precision cognitive aging by Abdoul Jalil Djiberou Mahamadou, Emma A. Rodrigues, Vasily Vakorin, Vasily Vakorin, Violaine Antoine, Sylvain Moreno, Sylvain Moreno

Subjects: “…explainable AI…”
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Review of eXplainable artificial intelligence for cybersecurity systems by Stéphane Reynaud, Ana Roxin

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XAI Unveiled: Revealing the Potential of Explainable AI in Medicine: A Systematic Review by Noemi Scarpato, Patrizia Ferroni, Fiorella Guadagni

Subjects: “…Explainability…”
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Modeling and Discovering Direct Causes for Predictive Models by Yizuo Chen, Amit Bhatia

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Exploration and practice of human-machine trustworthy mechanism in XAI by LUO Zhongyan, XIA Zhengxun, TANG Jianfei, YANG Yifan, YANG Hongshan, LI Haohua, ZHANG Yan

Subjects: “…explainable AI…”
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Exploration and practice of human-machine trustworthy mechanism in XAI by LUO Zhongyan, XIA Zhengxun, TANG Jianfei, YANG Yifan, YANG Hongshan, LI Haohua, ZHANG Yan

Subjects: “…explainable AI…”
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Explainable Spatio-Temporal Inference Network for Car-Sharing Demand Prediction by Nihad Brahimi, Huaping Zhang, Zahid Razzaq

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Generating Explanations for Autonomous Robots: A Systematic Review by David Sobrin-Hidalgo, Angel Manuel Guerrero-Higueras, Vicente Matellan-Olivera

Subjects: “…Explainability…”
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Explainable Machine Learning in Critical Decision Systems: Ensuring Safe Application and Correctness by Julius Wiggerthale, Christoph Reich

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Evaluating machine learning-based intrusion detection systems with explainable AI: enhancing transparency and interpretability by Vincent Zibi Mohale, Ibidun Christiana Obagbuwa

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The effectiveness of explainable AI on human factors in trust models by Justin C. Cheung, Shirley S. Ho

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