Editorial: Explainable, trustworthy, and responsible AI in image processing by Akshay Agarwal

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ENHANCING EXPLAINABILITY IN DEEPFAKE DETECTION WITH GRAPH ATTENTION NETWORKS by Aleksandr S. Pikul, Ilya Yu. Popov

Subjects: “…deepfake, explainability, attention, deepfake detection, graph attention network.…”
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Review of eXplainable artificial intelligence for cybersecurity systems by Stéphane Reynaud, Ana Roxin

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NEW APPROACHES TO EXPLAINING THE ETIOLOGY IN RECURRENT PREGNANCY LOSSES by Ezgi Gizem Berkay, Seher Başaran

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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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Modeling the factors that explain customer loyalty in retail banking by Marko van Deventer, Ephrem Habtemichael Redda

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Explainable Predictive Factors for Inter-Agency Partnership Success by Nicola Drago, Goncalo Afonso Braz, Tullio Vardanega

Subjects: “…Explainable algorithms…”
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Towards Explainable Machine Learning for Prediction of Disease Progression by Stijn Berendse, Johannes Krabbe, Jonas Klaus, Faizan Ahmed

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Predicting Porosity in Freeze Casting with Explainable Machine Learning by Rafael Gaspar Bessa de Oliveira, Jones Yudi, Edson Paulo da Silva, Guillermo Alvarez Bestard, Luiz Antonio Ribeiro Junior, Alysson Martins Almeida Silva

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Explainable AI for Healthcare 5.0: Opportunities and Challenges by Deepti Saraswat, Pronaya Bhattacharya, Ashwin Verma, Vivek Kumar Prasad, Sudeep Tanwar, Gulshan Sharma, Pitshou N. Bokoro, Ravi Sharma

Subjects: “…Explainable AI…”
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Understanding Polymers Through Transfer Learning and Explainable AI by Luis A. Miccio

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Explainable Abuse Detection as Intent Classification and Slot Filling by Agostina Calabrese, Björn Ross, Mirella Lapata

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Assessing the performance and explainability of an avalanche danger forecast model by C. Pérez-Guillén, F. Techel, M. Volpi, A. van Herwijnen

“…Beyond increasing the explainability of model predictions, the model encapsulates 20 years of forecasters' experience in aligning weather and snowpack conditions with danger levels. …”
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EXPLAINING DEMOCRATIC DECONSOLIDATION: EVIDENCE FROM ASIAN DEMOCRACIES by Saiful Mujani, R. William Liddle

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Toward the role of social agency in explaining the personalization effect by Maike Lindhaus, Julia S. Bolin, Laura Weßeling, Luisa Oest, Stephan Dutke

“…The aim of the present study was to investigate the role of social agency in explaining the personalization effect. For this purpose, a theory-based scale for measuring social agency was designed including four facets: conversational character, sympathy and emotional connection, explanatory effect, and task involvement. …”
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Mixed Hydrometeorological Processes Explain Regional Landslide Potential by Chuxuan Li, Alexander L. Handwerger, Daniel E. Horton

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Engineering Responsible And Explainable Models In Human-Agent Collectives by Dhaminda B. Abeywickrama, Sarvapali D. Ramchurn

“…In this paper, we propose a novel engineering methodology based on formal model checking as a step toward providing evidence for the certification of responsible and explainable decision making within human-agent collectives. …”
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Climate‐Scale Variability in Soil Moisture Explained by a Simple Theory by Tara Gallagher, Kaighin A. McColl

“…Common alternative mechanisms, which invoke changes in vapor pressure deficit or plant responses to CO2, are inessential to explaining first‐order changes in soil moisture with warming.…”
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Lead Time Bias in Medicine and Psychiatry: A Concept Simply Explained by Chittaranjan Andrade

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Editorial: Drug discovery and development explained: introductory notes for the general public by Bruno O. Villoutreix, Bruno O. Villoutreix, Jean-Luc Poyet, Katya Tsaioun, Katya Tsaioun

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