Machine learning's model-agnostic interpretability on the prediction of students' academic performance in video-conference-assisted online learning during the covid-19 pandemic by Eka Miranda, Mediana Aryuni, Mia Ika Rahmawati, Siti Elda Hiererra, Albert Verasius Dian Sano

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Fault Diagnosis of Small Sample Automobile Planetary Gearboxes Based on Continuous Wavelet Transform and Model Agnostic Meta Learning by Xinxin Lu, Jun Ma, Yingcong Zhang

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Effective Pruning for Top-k Feature Search on the Basis of SHAP Values by Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti

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Research on Solid Motor Performance Prediction Method Based on Deep Meta-Learning by Cui Yan, Lou Bixuan, Yu Pengcheng, Yang Huixin

Subjects: “…|solid motor|motor performance|meta-learning|model-agnostic meta-learning|deep convolutional neural networks…”
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An Explainable Artificial Intelligence Model for the Classification of Breast Cancer by Tarek Khater, Abir Hussain, Riyad Bendardaf, Iman M. Talaat, Hissam Tawfik, Sam Ansari, Soliman Mahmoud

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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

Subjects: “…Local Interpretable Model Agnostic Explanation…”
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Sustainable improvement and application of multilingual english translation quality using T5 and MAML by Hongping Sun, Biao Kong

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Gaining insights into the physicochemical properties and sequence space of blood–brain barrier penetrating peptides by Abhigyan Nath, Sneha Pandey, Kottakkaran Sooppy Nisar, Anoop Kumar Tiwari

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Identifying the Roadway Infrastructure Factors Affecting Road Accidents Using Interpretable Machine Learning and Data Augmentation by Jonghak Lee, Sangyoup Kim, Tae-Young Heo, Dongwoo Lee

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An integrated framework for multi-granular explanation of video summarization by Konstantinos Tsigos, Evlampios Apostolidis, Vasileios Mezaris

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Question–Answer Methodology for Vulnerable Source Code Review via Prototype-Based Model-Agnostic Meta-Learning by Pablo Corona-Fraga, Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Linda Karina Toscano-Medina, Hector Perez-Meana, Jose Portillo-Portillo, Jesus Olivares-Mercado, Luis Javier García Villalba

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XAI-SALPAD: Explainable deep learning techniques for Saudi Arabia license plate automatic detection by Majed Alwateer, Khulood O. Aljuhani, Amin Shaqrah, Rasha ElAgamy, Ghada Elmarhomy, El-Sayed Atlam

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Towards transparency in AI: Explainable bird species image classification for ecological research by Samparthi V.S. Kumar, Hari Kishan Kondaveeti

Subjects: “…Local Interpretable Model-Agnostic Explanations (LIME)…”
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Early Prediction of Student Performance in Face-to-Face Education Environments: A Hybrid Deep Learning Approach With XAI Techniques by Ahmet Kala, Orhan Torkul, Tugba Tunacan Yildiz, Ihsan Hakan Selvi

Subjects: “…local interpretable model-agnostic explanations (LIME)…”
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