Výsledky vyhľadávania - "Support vector machine algorithm"

Raman spectroscopy combined with a support vector machine algorithm as a diagnostic technique for primary Sjögren’s syndrome Autor Chen, Xiaomei, Wu, Xue, Chen, Chen, Luo, Cainan, Shi, Yamei, Li, Zhengfang, Lv, Xiaoyi, Chen, Cheng, Su, Jinmei, Wu, Lijun

“…The aim of this study was to explore the feasibility of Raman spectroscopy combined with computer algorithms in the diagnosis of primary Sjögren syndrome…”
Získať plný text

Improvement of Support Vector Machine Algorithm in Big Data Background Autor Gaye, Babacar, Zhang, Dezheng, Wulamu, Aziguli

“…With the rapid development of the Internet and the rapid development of big data analysis technology, data mining has played a positive role in promoting…”
Získať plný text

Remote alpha/beta measurement system with support vector machine algorithm Autor Morishita, Yuki, Miyamura, Hiroko Nakamura, Sato, Yuki, Matsubara, Jun, Sumali, Brian, Mitsukura, Yasue

“…Decommissioning nuclear reactor sites presents challenges due to the presence of various radionuclides, including alpha emitters (e.g., Pu, Am, Cm) and beta…”
Získať plný text

A machine learning model for predicting the minimum miscibility pressure of CO2 and crude oil system based on a support vector machine algorithm approach Autor Chen, Hao, Zhang, Chao, Jia, Ninghong, Duncan, Ian, Yang, Shenglai, Yang, YongZhi

“…•The main control factors of the MMP model are firstly screened.•Multiple verification methods are firstly used to verify the prediction model.•An accurate and…”
Získať plný text

Identification of Type 2 Diabetes Based on a Ten-Gene Biomarker Prediction Model Constructed Using a Support Vector Machine Algorithm Autor Li, Jiabin, Ding, Jieying, Zhi, D. U., Gu, Kaiyun, Wang, Hui

“…Background. Type 2 diabetes is a major health concern worldwide. The present study is aimed at discovering effective biomarkers for an efficient diagnosis of…”
Získať plný text

Management and entrepreneurship management mechanism of college students based on support vector machine algorithm Autor Wang, Chao, Dong, Yazhi, Xia, Yuejun, Li, Guoxu, Martínez, Oscar Sanjuán, Crespo, Rubén González

“…For the employment and entrepreneurship management of college students, the application of big data technology can effectively improve their work efficiency, that is, the support vector machine…”
Získať plný text

An Online Support Vector Machine Algorithm for Dynamic Social Network Monitoring Autor Karami, Arya, Niaki, Seyed Taghi Akhavan

“…Online monitoring of social networks offers exciting features for platforms, enabling both technical and behavioral analysis. Numerous studies have explored…”
Získať plný text

A Low-Power Analog Integrated Implementation of the Support Vector Machine Algorithm with On-Chip Learning Tested on a Bearing Fault Application Autor Alimisis, Vassilis, Gennis, Georgios, Gourdouparis, Marios, Dimas, Christos, Sotiriadis, Paul P.

“…A novel analog integrated implementation of a hardware-friendly support vector machine algorithm that can be a part of a classification system is presented in this work…”
Získať plný text

Improved support vector machine algorithm for heterogeneous data Autor Peng, Shili, Hu, Qinghua, Chen, Yinli, Dang, Jianwu

“…A support vector machine (SVM) is a popular algorithm for classification learning. The classical SVM effectively manages classification tasks defined by means…”
Získať plný text

Diagnosis by Volatile Organic Compounds in Exhaled Breath from Lung Cancer Patients Using Support Vector Machine Algorithm Autor Sakumura, Yuichi, Koyama, Yutaro, Tokutake, Hiroaki, Hida, Toyoaki, Sato, Kazuo, Itoh, Toshio, Akamatsu, Takafumi, Shin, Woosuck

“…Monitoring exhaled breath is a very attractive, noninvasive screening technique for early diagnosis of diseases, especially lung cancer. However, the technique…”
Získať plný text

Erratum to “Predicting lysine lipoylation sites using bi-profile bayes feature extraction and fuzzy support vector machine algorithm” [Anal. Biochem. 561 (2018), 11–17] Autor Ju, Zhe, Wang, Shi-Yun

Získať plný text

ExF-SVM: Exhaustive feature selection with support vector machine algorithm for brain stroke prediction Autor Theerthagiri, Prasannavenkatesan, Ruby, A. Usha, Chandran J, George Chellin

“…Predicting brain strokes requires decision-making, and over the past few decades, artificial intelligence (AI) based technologies have greatly improved disease…”
Získať plný text

A Kernel Fuzzy c-Means Clustering-Based Fuzzy Support Vector Machine Algorithm for Classification Problems With Outliers or Noises Autor Yang, Xiaowei, Zhang, Guangquan, Lu, Jie, Ma, Jun

“…The support vector machine (SVM) has provided higher performance than traditional learning machines and has been widely applied in real-world classification…”
Získať plný text

A comparative study of quantum support vector machine algorithm for handwritten recognition with support vector machine algorithm Autor Rana, Anurag, Vaidya, Pankaj, Gupta, Gaurav

“…Quantum ML is a very fast-growing area of research with much theoretical variety & applications. For picture identification, machine learning algorithms learn…”
Získať plný text

RETRACTION: “Developing a Novel Method for Estimating the Speed of Sound in Biodiesel Known as Grey Wolf Optimizer Support Vector Machine Algorithm” Autor International, BioMed Research

“…[This retracts the article DOI: 10.1155/2021/5368987.]…”
Získať plný text

A support vector machine algorithm to classify lithofacies and model permeability in heterogeneous reservoirs Autor Al-Anazi, A., Gates, I.D.

“…Porosity, permeability, and fluid saturation distributions are critical for reservoir characterization, reserves estimation, and production forecasting…”
Získať plný text

SVM-SMO-SGD: A hybrid-parallel support vector machine algorithm using sequential minimal optimization with stochastic gradient descent Autor Mutlu, Gizen, Acı, Çiğdem İnan

Získať plný text

Vibration Based Damage Assessment of a Steel Frame Structure Using Support Vector Machine Algorithm Autor Mohapatra, Deepti Ranjan, Mukharjee, Bibhuti Bhusan, Mondal, Subhajit

“…The structural damage detection system comes under the vast field of structural health monitoring. This paper deals with the two-stage damage assessment…”
Získať plný text

An Efficient Support Vector Machine Algorithm Based Network Outlier Detection System Autor Alghushairy, Omar, Alsini, Raed, Alhassan, Zakhriya, Alshdadi, Abdulrahman A., Banjar, Ameen, Yafoz, Ayman, Ma, Xiaogang

“…With the increase of cyber-attacks and security threats in the recent decade, it is necessary to safeguard sensitive data and provide robust protection to…”
Získať plný text

Classification of Lubricating Oil Types Using Mid-Infrared Spectroscopy Combined with Linear Discriminant Analysis–Support Vector Machine Algorithm Autor Xu, Jigang, Liu, Shujun, Gao, Ming, Zuo, Yonggang

“…To realize the classification of lubricating oil types using mid-infrared (MIR) spectroscopy, linear discriminant analysis (LDA) was used for the…”
Získať plný text