Interpretable and ethical learning assessment transformer (IELAT): an explainable transformer model for personalized student assessments by Hariharasitaraman S., Amudhavel Jayavel, Sambasivam Gnanasekaran, Shahab Saquib Sohail, Dag Øivind Madsen

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A Multi-Objective Optimization Framework That Incorporates Interpretable CatBoost and Modified Slime Mould Algorithm to Resolve Boiler Combustion Optimization Problem by Shan Gao, Yunpeng Ma

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User Comment-Guided Cross-Modal Attention for Interpretable Multimodal Fake News Detection by Zepu Yi, Chenxu Tang, Songfeng Lu

Subjects: “…interpretable multimodal fusion…”
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Aerospace Equipment Fault Diagnosis Method Based on Fuzzy Fault Tree Analysis and Interpretable Interval Belief Rule Base by Mingxian Long, Hailong Zhu, Guangling Zhang, Wei He

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Geometry Meets Attention: Interpretable Transformers via SVD Inspiration by Vasileios Arampatzakis, George Pavlidis, Nikolaos Mitianoudis, Nikos Papamarkos

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Investigating and Optimizing MINDWALC Node Classification to Extract Interpretable Decision Trees from Knowledge Graphs by Maximilian Legnar, Joern-Helge Heinrich Siemoneit, Gilles Vandewiele, Jürgen Hesser, Zoran Popovic, Stefan Porubsky, Cleo-Aron Weis

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Park Development, Potential Measurement, and Site Selection Study Based on Interpretable Machine Learning—A Case Study of Shenzhen City, China by Haihong Li, Li He

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Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges by Harikha Manthena, Shaghayegh Shajarian, Jeffrey C. Kimmell, Mahmoud Abdelsalam, Sajad Khorsandroo, Maanak Gupta

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Interpretable multi-instance heterogeneous graph network learning modelling CircRNA-drug sensitivity association prediction by Mengting Niu, Chunyu Wang, Yaojia Chen, Quan Zou, Ximei Luo

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Risk factors and an interpretability tool of in-hospital mortality in critically ill patients with acute myocardial infarction by Rui Yang, Tao Huang, Renqi Yao, Di Wang, Yang Hu, Longbing Ren, Shaojie Li, Yali Zhao, Zhijun Dai

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Creating interpretable deep learning models to identify species using environmental DNA sequences by Samuel Waggoner, Jon Donnelly, Rose Gurung, Laura Jackson, Chaofan Chen

Subjects: “…Interpretable machine learning…”
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Anomaly detection in medical via multimodal foundation models by Zhenyou Tang, Zhong Tang, Jing Wu

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Prediction Model and Knowledge Discovery for Roof Stress in Mined-Out Areas Integrating 3D Scanning Image Features by Yong Yang, Kepeng Hou, Huafen Sun, Linning Guo, Yalei Zhe

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Visible neural networks for multi-omics integration: a critical review by David Antony Selby, Rashika Jakhmola, Rashika Jakhmola, Maximilian Sprang, Maximilian Sprang, Gerrit Großmann, Hind Raki, Hind Raki, Niloofar Maani, Niloofar Maani, Daria Pavliuk, Daria Pavliuk, Jan Ewald, Sebastian Vollmer, Sebastian Vollmer

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Interpretable Machine Learning Models for Predicting Cesarean Delivery in Class III Obese Cohorts by Rachel Bennett, Stephanie L. Pierce, Talayeh Razzaghi

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Blood glucose level prediction in type 1 diabetes: A comparative analysis of interpretable artificial intelligence approaches by Ilaria Basile, Giovanna Sannino

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Prognostic model for log odds of negative lymph node in locally advanced rectal cancer via interpretable machine learning by Ye Wang, Zhen Pan, Huajun Cai, Shoufeng Li, Ying Huang, Jinfu Zhuang, Xing Liu, Guoxian Guan

Subjects: “…Interpretable machine learning…”
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Rapid screening and optimization of CO2 enhanced oil recovery operations in unconventional reservoirs: A case study by Shuqin Wen, Bing Wei, Junyu You, Yujiao He, Qihang Ye, Jun Lu

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Lightweight Interpretable Deep Learning Model for Nutrient Analysis in Mobile Health Applications by Zvinodashe Revesai, Okuthe P. Kogeda

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Distance Interpreting: Terminology, Taxonomy, and Key Directions of Research by E. S. Krasnopeyeva

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