Differentiability of voice disorders through explainable AI by Fatma Özcan

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Explainable data mining model for hyperinsulinemia diagnostics by Nevena Rankovic, Dragica Rankovic, Mirjana Ivanovic, Igor Lukic

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Explainable AI for Spectral Analysis of Electromagnetic Fields by Dimitris Kalatzis, Agapi Ploussi, Ellas Spyratou, Theodor Panagiotakopoulos, Efstathios P. Efstathopoulos, Yiannis Kiouvrekis

Subjects: “…Explainable artificial intelligence (XAI)…”
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Explainability in machine learning: a pedagogical perspective by Andreas Bueff, Ioannis Papantonis, Auste Simkute, Vaishak Belle

“…Despite the growing importance of explainable AI (XAI) in professional practice, systematic pedagogical approaches for teaching these techniques remain underdeveloped.MethodIn an attempt to fill this gap, we provide a pedagogical perspective on how to structure a course to better impart knowledge to students and researchers in machine learning about when and how to implement various explainability techniques. …”
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THE ROLE OF BEHAVIORAL ECONOMICS IN EXPLAINING CONSUMPTION DECISION by Mihaela Andreea STROE

“…At this stage of the paper, we explain the inconsistency in consumer preferences and the exceptions to the standard theory by making light upon what is called in behavioral economics: the effects of property, loss aversion and framing effects. …”
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Voluntarist Theories; Explaining and Justifying Political Obligation by Mohammad Salami, Sadegh Larijani

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Understanding Online Purchases with Explainable Machine Learning by João A. Bastos, Maria Inês Bernardes

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ON THE THEORIES EXPLAINING PEOPLE’S ENTRY ON THE PATH OF TERROR by V. V. Zheltov, M. V. Zheltov

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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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Multimodal and Explainable Android Adware Classification Techniques by Momoreoluwa Ayinde, Sheikh Rabiul Islam, Iman Dehzangi, Fahmida Tasnim Lisa

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Enhancing Accuracy and Explainability of Recidivism Prediction Models by Tammy Babad, Soon Ae Chun

“…In addition, we investigate the influencing features that contribute to recidivism prediction, which can enhance the explainability of the learned models.…”
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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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Less Is More: The Influence of Pruning on the Explainability of CNNs by Florian Merkle, David Weber, Pascal Schottle, Stephan Schlogl, Martin Nocker

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Explainable Graph Spectral Clustering of text documents. by Bartłomiej Starosta, Mieczysław A Kłopotek, Sławomir T Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

“…However, the results of such algorithms, when applied e.g. to text documents, are hard to explain to the user, especially due to embedding in the spectral space which has no obvious relation to document contents. …”
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Explainable machine learning to predict the cost of capital by Niklas Bussmann, Paolo Giudici, Paolo Giudici, Alessandra Tanda, Alessandra Tanda, Ellen Pei-Yi Yu

Subjects: “…explainable AI…”
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A complexity approach to explaining the origins of life by Carlos Eduardo Maldonado

“…Life is a self-organizing system or also autopoietic, a twofold approach that helps explain why and how living beings arose. We need redefine the interactions between geology and microbiology while keeping in mind that the evolution of life is a historical process. …”
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Analyzing and Explaining the Theory of lntentionality in Logical investigations by Asif Ehsani

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Explainable AI in Education: Techniques and Qualitative Assessment by Sachini Gunasekara, Mirka Saarela

“…Many of the articles on AI in education compare the performance and fairness of different models, but few specifically focus on quantitatively analyzing their explainability. To bridge this gap, we analyzed key evaluation metrics for two machine learning models—ANN and DT—with a focus on their performance and explainability in predicting student outcomes using the OULAD. …”
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Introducing Geo-Glocal Explainable Artificial Intelligence by Cedric Roussel, Klaus Bohm

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Drug detoxification dynamics explain the postantibiotic effect by Jaydeep K Srimani, Shuqiang Huang, Allison J Lopatkin, Lingchong You

“…We further show that efflux inhibition is effective against certain antibiotic motifs, which may help explain mixed cotreatment success.…”
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