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Machine learning

Increased interpretation of deep learning models using hierarchical cluster-based modelling

Elise Lunde Gjelsvik, Kristin Tøndel

published 07 Dec 2023

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CFM-YOLOv5:CFPNet moudle and muti-target prediction head incorporating YOLOv5 for metal surface defect detection

Yuntao Xu, Peigang Jiao, Jiaqi LIU

published 07 Dec 2023

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Deep learning hybrid model for analyzing and predicting the impact of imported malaria cases from Africa on the rise of Plasmodium falciparum in China before and during the COVID-19 pandemic

Eric Kamana, Jijun Zhao

published 06 Dec 2023

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Detection of surface defect on flexible printed circuit via guided box improvement in GA-Faster-RCNN network

Xiaole Shen, Yunlong Xing, Jinhui Lu, Fei Yu

published 05 Dec 2023

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Identification of potential immune-related hub genes in Parkinson’s disease based on machine learning and development and validation of a diagnostic classification model

Guanghao Xin, Jingyan Niu, Qinghua Tian, Yanchi Fu, Lixia Chen, Tingting Yi, Kuo Tian, Xuesong Sun, Na Wang, Jianjian Wang, Huixue Zhang, Lihua Wang

published 05 Dec 2023

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Quantifying the effects of vagus nerve stimulation on gastric myoelectric activity in ferrets using an interpretable machine learning approach

Mahmoud Zeydabadinezhad, Charles C. Horn, Babak Mahmoudi

published 01 Dec 2023

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Investigation on the fault monitoring of high-voltage circuit breaker using improved deep learning

Hao Chen, Chenlei Han, Yucheng Zhang, Zhaoxing Ma, Haihua Zhang, Zhengxi Yuan

published 01 Dec 2023

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Chronic kidney disease prediction using boosting techniques based on clinical parameters

Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Saurav Mallik, Zhongming Zhao

published 01 Dec 2023

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FakeStack: Hierarchical Tri-BERT-CNN-LSTM stacked model for effective fake news detection

Ashfia Jannat Keya, Hasibul Hossain Shajeeb, Md. Saifur Rahman, M. F. Mridha

published 01 Dec 2023

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Classification of large ornithopod dinosaur footprints using Xception transfer learning

Yeoncheol Ha, Seung-Sep Kim

published 29 Nov 2023

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Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network

Yufeng Zhang, Keith D. Aaronson, Jonathan Gryak, Emily Wittrup, Cristian Minoccheri, Jessica R. Golbus, Kayvan Najarian

published 28 Nov 2023

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Automated surgical planning in spring-assisted sagittal craniosynostosis correction using finite element analysis and machine learning

Jenson Jacob, Selim Bozkurt

published 28 Nov 2023

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A machine learning-enabled open biodata resource inventory from the scientific literature

Heidi J. Imker, Kenneth E. Schackart III, Ana-Maria Istrate, Charles E. Cook

published 28 Nov 2023

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