Search Results - "Explainable machine learning"

Explainable machine learning identifies key quality-of-life-related predictors of arthritis status: evidence from the China health and retirement longitudinal study by Kaibin Lin, Tingting Jiang, Jiafen Liao, Xianrun Zhou, Zheng Wang, Yiyue Chen, Xi Xu, Bing Zhou

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Supporting Students’ Academic Performance Using Explainable Machine Learning with Automated Prescriptive Analytics by Gomathy Ramaswami, Teo Susnjak, Anuradha Mathrani

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Explainable Fragment‐Based Molecular Property Attribution by Lingxiang Jia, Zunlei Feng, Haotian Zhang, Jie Song, Zipeng Zhong, Shaolun Yao, Mingli Song

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A Pipeline for the Implementation and Visualization of Explainable Machine Learning for Medical Imaging Using Radiomics Features by Cameron Severn, Krithika Suresh, Carsten Görg, Yoon Seong Choi, Rajan Jain, Debashis Ghosh

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An Explainable Fuzzy Framework for Assessing Preeclampsia Classification by Matías Salinas, Daira Velandia, Leondry Mayeta-Revilla, Ayleen Bertini, Marvin Querales, Fabian Pardo, Rodrigo Salas

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Can a Transparent Machine Learning Algorithm Predict Better than Its Black Box Counterparts? A Benchmarking Study Using 110 Data Sets by Ryan A. Peterson, Max McGrath, Joseph E. Cavanaugh

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Automated machine learning with interpretation: A systematic review of methodologies and applications in healthcare by Han Yuan, Kunyu Yu, Feng Xie, Mingxuan Liu, Shenghuan Sun

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Interpretable machine learning model for early prediction of delirium in elderly patients following intensive care unit admission: a derivation and validation study by Dayu Tang, Chengyong Ma, Yu Xu

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Analysis of Meteorological Drivers of Taihu Lake Algal Blooms over the Past Two Decades and Development of a VOCs Emission Inventory for Algal Bloom by Zihang Liao, Shun Lv, Chenwu Zhang, Yong Zha, Suyang Wang, Min Shao

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Explainable machine learning for public policy: Use cases, gaps, and research directions by Kasun Amarasinghe, Kit T. Rodolfa, Hemank Lamba, Rayid Ghani

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Explaining the solutions of the unit commitment with interpretable machine learning by Sara Lumbreras, Diego Tejada, Daniel Elechiguerra

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Why to Buy Insurance? An Explainable Artificial Intelligence Approach by Alex Gramegna, Paolo Giudici

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Interpreting Arabic Transformer Models: A Study on XAI Interpretability for Quranic Semantic Search Models by Ahmad M. Mustafa, Saja Nakhleh, Rama Irsheidat, Raneem Alruosan

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drexml: A command line tool and Python package for drug repurposing by Marina Esteban-Medina, Víctor Manuel de la Oliva Roque, Sara Herráiz-Gil, María Peña-Chilet, Joaquín Dopazo, Carlos Loucera

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From physical activity patterns to cognitive status: development and validation of novel digital biomarkers for cognitive assessment in older adults by Ling-Jie Fan, Feng-Yi Wang, Jun-Han Zhao, Jun-Jie Zhang, Yang-An Li, Jia Tang, Tao Lin, Quan Wei

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On the Black-Box Challenge for Fraud Detection Using Machine Learning (II): Nonlinear Analysis through Interpretable Autoencoders by Jacobo Chaquet-Ulldemolins, Francisco-Javier Gimeno-Blanes, Santiago Moral-Rubio, Sergio Muñoz-Romero, José-Luis Rojo-Álvarez

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Exploring Neural Network Hidden Layer Activity Using Vector Fields by Gabriel D. Cantareira, Elham Etemad, Fernando V. Paulovich

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An explainability framework for deep learning on chemical reactions exemplified by enzyme-catalysed reaction classification by Daniel Probst

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Insights into Cottonseed Cultivar Identification Using Raman Spectroscopy and Explainable Machine Learning by Jianan Chi, Xiangxin Bu, Xiao Zhang, Lijun Wang, Nannan Zhang

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Advancing buffet onset prediction: a deep learning approach with enhanced interpretability for aerodynamic engineering by Jing Wang, Wei Liu, Hairun Xie, Miao Zhang

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