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Support vector machines

Chronic stress in practice assistants: An analytic approach comparing four machine learning classifiers with a standard logistic regression model

Arezoo Bozorgmehr, Anika Thielmann, Birgitta Weltermann

published 04 May 2021

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A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network

S. M. Isuru Niroshana, Xin Zhu, Keijiro Nakamura, Wenxi Chen

published 26 Apr 2021

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Investigating gene methylation signatures for fetal intolerance prediction

Yu-Hang Zhang, Zhandong Li, Tao Zeng, Lei Chen, Hao Li, Margarita Gamarra, Romany F. Mansour, José Escorcia-Gutierrez, Tao Huang, Yu-Dong Cai

published 22 Apr 2021

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eNose-TB: A trial study protocol of electronic nose for tuberculosis screening in Indonesia

Antonia Morita Iswari Saktiawati, Kuwat Triyana, Siska Dian Wahyuningtias, Bintari Dwihardiani, Trisna Julian, Shidiq Nur Hidayat, Riris Andono Ahmad, Ari Probandari, Yodi Mahendradhata

published 21 Apr 2021

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Predicting eyes at risk for rapid glaucoma progression based on an initial visual field test using machine learning

Scott R. Shuldiner, Michael V. Boland, Pradeep Y. Ramulu, C. Gustavo De Moraes, Tobias Elze, Jonathan Myers, Louis Pasquale, Sarah Wellik, Jithin Yohannan

published 16 Apr 2021

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A framework model using multifilter feature selection to enhance colon cancer classification

Murad Al-Rajab, Joan Lu, Qiang Xu

published 16 Apr 2021

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Enhanced streamflow prediction with SWAT using support vector regression for spatial calibration: A case study in the Illinois River watershed, U.S.

Lifeng Yuan, Kenneth J. Forshay

published 12 Apr 2021

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Deep learning classification of lipid droplets in quantitative phase images

Luke Sheneman, Gregory Stephanopoulos, Andreas E. Vasdekis

published 05 Apr 2021

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predPhogly-Site: Predicting phosphoglycerylation sites by incorporating probabilistic sequence-coupling information into PseAAC and addressing data imbalance

Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Md Khaled Ben Islam, Julia Rahman, Shamim Ahmad

published 01 Apr 2021

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ReCiter: An open source, identity-driven, authorship prediction algorithm optimized for academic institutions

Paul J. Albert, Sarbajit Dutta, Jie Lin, Zimeng Zhu, Michael Bales, Stephen B. Johnson, Mohammad Mansour, Drew Wright, Terrie R. Wheeler, Curtis L. Cole

published 01 Apr 2021

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Artificial intelligence and leukocyte epigenomics: Evaluation and prediction of late-onset Alzheimer’s disease

Ray O. Bahado-Singh, Sangeetha Vishweswaraiah, Buket Aydas, Ali Yilmaz, Raghu P. Metpally, David J. Carey, Richard C. Crist, Wade H. Berrettini, George D. Wilson, Khalid Imam, Michael Maddens, Halil Bisgin, Stewart F. Graham, Uppala Radhakrishna

published 31 Mar 2021

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Optimal strategy of sEMG feature and measurement position for grasp force estimation

Changcheng Wu, Qingqing Cao, Fei Fei, Dehua Yang, Baoguo Xu, Guanglie Zhang, Hong Zeng, Aiguo Song

published 30 Mar 2021

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Automatic fault detection of sensors in leather cutting control system under GWO-SVM algorithm

Ke Luo, Yingying Jiao

published 24 Mar 2021

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