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Explainability in Graph Neural Networks: A Taxonomic Survey
Yuan, Hao, Yu, Haiyang, Gui, Shurui, Ji, Shuiwang
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2023)
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Explainability of CNN-based Alzheimer’s disease detection from online handwriting
Sweidan, Jana, El-Yacoubi, Mounim A., Rigaud, Anne-Sophie
Published in Scientific reports (27.09.2024)
Published in Scientific reports (27.09.2024)
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Machine learning explainability via microaggregation and shallow decision trees
Blanco-Justicia, Alberto, Domingo-Ferrer, Josep, Martínez, Sergio, Sánchez, David
Published in Knowledge-based systems (22.04.2020)
Published in Knowledge-based systems (22.04.2020)
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When explainability turns into a threat - using xAI to fool a fake news detection method
Kozik, Rafał, Ficco, Massimo, Pawlicka, Aleksandra, Pawlicki, Marek, Palmieri, Francesco, Choraś, Michał
Published in Computers & security (01.02.2024)
Published in Computers & security (01.02.2024)
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Fairness, explainability and in-between: understanding the impact of different explanation methods on non-expert users’ perceptions of fairness toward an algorithmic system
Shulner-Tal, Avital, Kuflik, Tsvi, Kliger, Doron
Published in Ethics and information technology (01.03.2022)
Published in Ethics and information technology (01.03.2022)
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The Effects of Explainability and User Control on Algorithmic Transparency: The Moderating Role of Algorithmic Literacy
Moon, Jang Ho, Kim, Seheon, Jung, Youngju, Bang, Jaeyeon, Sung, Yongjun
Published in Cyberpsychology, behavior and social networking (01.07.2025)
Published in Cyberpsychology, behavior and social networking (01.07.2025)
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Analysis of sentiment in tweets addressed to a single domain-specific Twitter account: Comparison of model performance and explainability of predictions
Fiok, Krzysztof, Karwowski, Waldemar, Gutierrez, Edgar, Wilamowski, Maciej
Published in Expert systems with applications (30.12.2021)
Published in Expert systems with applications (30.12.2021)
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TorchEsegeta: Framework for Interpretability and Explainability of Image-Based Deep Learning Models
Chatterjee, Soumick, Das, Arnab, Mandal, Chirag, Mukhopadhyay, Budhaditya, Vipinraj, Manish, Shukla, Aniruddh, Nagaraja Rao, Rajatha, Sarasaen, Chompunuch, Speck, Oliver, Nürnberger, Andreas
Published in Applied sciences (01.02.2022)
Published in Applied sciences (01.02.2022)
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Residual one-dimensional convolutional neural network for neuromuscular disorder classification from needle electromyography signals with explainability
Yoo, Jaesung, Yoo, Ilhan, Youn, Ina, Kim, Sung-Min, Yu, Ri, Kim, Kwangsoo, Kim, Keewon, Lee, Seung-Bo
Published in Computer methods and programs in biomedicine (01.11.2022)
Published in Computer methods and programs in biomedicine (01.11.2022)
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