Konu "Machine learning" için listeleme
Toplam kayıt 8, listelenen: 1-8
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Accuracy comparison of dimensionality reduction techniques to determine significant features from IMU sensor-based data to diagnose vestibular system disorders
(ELSEVIER SCI LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND, 2020)This study is a significant step gone to develop Machine Learning (ML) algorithm to apply to gait sensory information collected from people to identify Vestibular System (VS) disorders. Although ML is widely used as ... -
Application of machine intelligence technology in the detection of vaccines and medicines for SARS-CoV-2
(VERDUCI PUBLISHER, VIA GREGORIO VII, ROME 186-00165, ITALY, 2020)Researchers have found many similarities between the 2003 severe acute respiratory syndrome (SARS) virus and SARSCoV-19 through existing data that reveal the SARS’s cause. Artificial intelligence (AI) learning models can ... -
Artificial intelligence technology for diagnosing COVID-19 cases: a review of substantial issues
(VERDUCI PUBLISHER, VIA GREGORIO VII, ROME 186-00165, ITALY, 2020)Today, the world suffers from the rapid spread of COVID-19, which has claimed thousands of lives. Unfortunately, its treatment is yet to be developed. Nevertheless, this phenomenon can be decelerated by diagnosing and ... -
Binary JAYA Algorithm with Adaptive Mutation for Feature Selection
(SPRINGER HEIDELBERG, TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY, 2020)In this paper, a new metaheuristic algorithm called JAYA algorithm has been adapted for feature selection. Feature selection is a typical problem in machine learning and data mining domain concerned with determining the ... -
Deep learning applications to combat the dissemination of COVID-19 disease: a review
(VERDUCI PUBLISHER, VIA GREGORIO VII, ROME 186-00165, ITALY, 2020)Recent Coronavirus (COVID-19) is one of the respiratory diseases, and it is known as fast infectious ability. This dissemination can be decelerated by diagnosing and quarantining patients with COVID-19 at early stages, ... -
Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance
(ELSEVIER - DIVISION REED ELSEVIER INDIA PVT LTD17-A/1 MAIN RING ROAD, LAJPAT NAGAR IV, NEW DELHI 110024, INDIA, 2023)In this study, the electronic design of a low-cost and portable spectrophotometer device capable of analyzing in the visible-near infrared region was established. The design of C#.NET-based user-friendly device control ... -
A machine-learning approach for nonalcoholic steatohepatitis susceptibility estimation
(SPRINGER INDIA, 7TH FLOOR, VIJAYA BUILDING, 17, BARAKHAMBA ROAD, NEW DELHI 110 001, INDIA, 2022)Background Nonalcoholic steatohepatitis (NASH), a severe form of nonalcoholic fatty liver disease, can lead to advanced liver damage and has become an increasingly prominent health problem worldwide. Predictive models for ... -
Obez ve Sağlıklı Çocuklarda Koroid Kalınlığının Klinik İlişkisi: Makine Öğrenimi Çalışması
(Erkan Mor, 2023)Amaç: “Random forest” (RF), “support vector machine” (SVM) ve “multilayer perceptrons” (MLP) algoritmalarının performansını karşılaştırarak maküler koroid kalınlığı (MKT) ve peripapiller koroid kalınlığının (PPKT) obez ...