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Machine learning algorithms

A competition model for prediction of admission scores of colleges and universities in Chinese college entrance examination

Xiao Chen, Yi Peng, Yachun Gao, Shimin Cai

published 28 Oct 2022

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BOOME: A Python package for handling misclassified disease and ultrahigh-dimensional error-prone gene expression data

Li-Pang Chen

published 27 Oct 2022

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Machine learning predicts the short-term requirement for invasive ventilation among Australian critically ill COVID-19 patients

Roshan Karri, Yi-Ping Phoebe Chen, Aidan J. C. Burrell, Jahan C. Penny-Dimri, Tessa Broadley, Tony Trapani, Adam M. Deane, Andrew A. Udy, Mark P. Plummer, for the SPRINT-SARI Australia Investigators

published 26 Oct 2022

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Knowledge distillation for multi-depth-model-fusion recommendation algorithm

Mingbao Yang, Shaobo Li, Peng Zhou, JianJun Hu

published 25 Oct 2022

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Applications of machine learning tools for ultra-sensitive detection of lipoarabinomannan with plasmonic grating biosensors in clinical samples of tuberculosis

Yilun Huang, Charles M. Darr, Keshab Gangopadhyay, Shubhra Gangopadhyay, Sangho Bok, Sounak Chakraborty

published 25 Oct 2022

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Human knowledge models: Learning applied knowledge from the data

Egor Dudyrev, Ilia Semenkov, Sergei O. Kuznetsov, Gleb Gusev, Andrew Sharp, Oleg S. Pianykh

published 20 Oct 2022

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Classifying ball trajectories in invasion sports using dynamic time warping: A basketball case study

Yu Yi Yu, Paul Pao-Yen Wu, Kerrie Mengersen, Wade Hobbs

published 20 Oct 2022

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Artificial intelligence automates the characterization of reversibly actuating planar-flow-casted NiTi shape memory alloy foil

Ritaban Dutta, Ling Chen, David Renshaw, Daniel Liang

published 19 Oct 2022

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Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS

Sara Domínguez-Rodríguez, Miquel Serna-Pascual, Andrea Oletto, Shaun Barnabas, Peter Zuidewind, Els Dobbels, Siva Danaviah, Osee Behuhuma, Maria Grazia Lain, Paula Vaz, Sheila Fernández-Luis, Tacilta Nhampossa, Elisa Lopez-Varela, Kennedy Otwombe, Afaaf Liberty, Avy Violari, Almoustapha Issiaka Maiga, Paolo Rossi, Carlo Giaquinto, Louise Kuhn, Pablo Rojo, Alfredo Tagarro, on behalf of EPIICAL Consortium

published 14 Oct 2022

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Adversarial attacks against supervised machine learning based network intrusion detection systems

Ebtihaj Alshahrani, Daniyal Alghazzawi, Reem Alotaibi, Osama Rabie

published 14 Oct 2022

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Deploying deep learning models on unseen medical imaging using adversarial domain adaptation

Aly A. Valliani, Faris F. Gulamali, Young Joon Kwon, Michael L. Martini, Chiatse Wang, Douglas Kondziolka, Viola J. Chen, Weichung Wang, Anthony B. Costa, Eric K. Oermann

published 14 Oct 2022

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A novel abnormality annotation database for COVID-19 affected frontal lung X-rays

Surbhi Mittal, Vasantha Kumar Venugopal, Vikash Kumar Agarwal, Manu Malhotra, Jagneet Singh Chatha, Savinay Kapur, Ankur Gupta, Vikas Batra, Puspita Majumdar, Aakarsh Malhotra, Kartik Thakral, Saheb Chhabra, Mayank Vatsa, Richa Singh, Santanu Chaudhury

published 14 Oct 2022

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Analysis of college students’ canteen consumption by broad learning clustering: A case study in Guangdong Province, China

Chun Yang, Hongwei Wen, Darui Jiang, Lijuan Xu, Shaoyong Hong

published 13 Oct 2022

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