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Support vector machines

Machine learning-based classification of the movements of children with profound or severe intellectual or multiple disabilities using environment data features

Von Ralph Dane Marquez Herbuela, Tomonori Karita, Yoshiya Furukawa, Yoshinori Wada, Akihiro Toya, Shuichiro Senba, Eiko Onishi, Tatsuo Saeki

published 30 Jun 2022

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Brain predictors of fatigue in rheumatoid arthritis: A machine learning study

María Goñi, Neil Basu, Alison D. Murray, Gordon D. Waiter

published 27 Jun 2022

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Exploring EEG spectral and temporal dynamics underlying a hand grasp movement

Sandeep Bodda, Shyam Diwakar

published 23 Jun 2022

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A machine learning approach to identifying important features for achieving step thresholds in individuals with chronic stroke

Allison E. Miller, Emily Russell, Darcy S. Reisman, Hyosub E. Kim, Vu Dinh

published 17 Jun 2022

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Deep learning for behaviour classification in a preclinical brain injury model

Lucas Teoh, Achintha Avin Ihalage, Srooley Harp, Zahra F. Al-Khateeb, Adina T. Michael-Titus, Jordi L. Tremoleda, Yang Hao

published 15 Jun 2022

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Predicting severity of cartilage damage in a post-traumatic porcine model: Synovial fluid and gait in a support vector machine

Jonah I. Donnenfield, Naga Padmini Karamchedu, Benedikt L. Proffen, Janine Molino, Martha M. Murray, Braden C. Fleming

published 08 Jun 2022

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Discrimination of pollen of New Zealand mānuka (Leptospermum scoparium agg.) and kānuka (Kunzea spp.) (Myrtaceae)

X. Li, J. G. Prebble, P. J. de Lange, J. I. Raine, L. Newstrom-Lloyd

published 03 Jun 2022

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Evaluation of surgical skill using machine learning with optimal wearable sensor locations

Rahul Soangra, R. Sivakumar, E. R. Anirudh, Sai Viswanth Reddy Y., Emmanuel B. John

published 03 Jun 2022

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Dam deformation forecasting using SVM-DEGWO algorithm based on phase space reconstruction

Mingjun Li, Jiangyang Pan, Yaolai Liu, Yazhou Wang, Wenchuan Zhang, Junxing Wang

published 01 Jun 2022

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Churn prediction in telecommunication industry using kernel Support Vector Machines

Nguyen Nhu Y., Tran Van Ly, Dao Vu Truong Son

published 24 May 2022

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Feature and decision-level fusion for schizophrenia detection based on resting-state fMRI data

Ali H. Algumaei, Rami F. Algunaid, Muhammad A. Rushdi, Inas A. Yassine

published 24 May 2022

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Environmental conditions driven method for automobile cabin pre-conditioning with multi-satisfaction objectives

Weijian Li, Jiqing Chen, Fengchong Lan

published 23 May 2022

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Posttraumatic stress disorder hyperarousal event detection using smartwatch physiological and activity data

Mahnoosh Sadeghi, Anthony D. McDonald, Farzan Sasangohar

published 18 May 2022

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