Search Results - "least square support vector regression algorithm"

An improved dung beetle optimizer- hybrid kernel least square support vector regression algorithm for state of health estimation of lithium-ion batteries based on variational model decomposition by Zhu, Tao, Wang, Shunli, Fan, Yongcun, Hai, Nan, Huang, Qi, Fernandez, Carlos

“…Accurate prediction of the state of health (SOH) of lithium-ion batteries is important for real-time monitoring and safety control of lithium-ion batteries. In…”
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Evaluation of Landweber Coupled Least Square Support Vector Regression Algorithm for Electrical Capacitance Tomography for LN2–VN2 Flow by Tian, Ze-Nan, Gao, Xin-Xin, Xia, Tao, Zhang, Xiao-Bin

“…The electric capacitance tomography (ECT) technique has been widely used in phase distribution reconstruction, while the practical application raised nonideal…”
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Evaluation of Landweber Coupled Least Square Support Vector Regression Algorithm for Electrical Capacitance Tomography for LN[sub.2]–VN[sub.2] Flow by Tian, Ze-Nan, Gao, Xin-Xin, Xia, Tao, Zhang, Xiao-Bin

“…The electric capacitance tomography (ECT) technique has been widely used in phase distribution reconstruction, while the practical application raised nonideal…”
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A Novel Adaptive Weighted Least Square Support Vector Regression Algorithm-based Identification of the Ship Dynamic Model by Zhu, Man, Wen, Yuanqiao, Sun, Wuqiang, Wu, Bo

“…This study contributes to developing a novel hybrid identification method based on intelligent algorithms, i.e. the least support vector regression algorithm…”
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Extended State Observer-Based Parameter Identification of Response Model for Autonomous Vessels by Zhu, Man, Sun, Wuqiang, Wen, Yuanqiao, Huang, Liang

“…), and the well-evaluated robust weighted least square support vector regression algorithm (RW-LSSVR). A second-order linear response model is investigated in this study due to its wide use in controller designs…”
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Adaptive indoor positioning method based on direction discrimination and device conversion by Li, Shirong, Fu, Maosheng, Zhu, Xuemei, Zhang, Fenghui, He, Fugui

“…Received signal strength (RSS) greatly differs due to the different occlusion directions and receiving device heterogeneity. It greatly affects the positioning…”
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An improved least square support vector regression algorithm for traffic flow forecasting by Wanqiu Lou, Yingjie Zhou, Peng Sheng, Junfeng Wang

“…Due to the nonlinear, non-stationery, complex and stochastic characteristics of short-term traffic flow time series, traditional prediction methods do not work…”
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1376. Crack detection in a pipe by adaptive subspace iteration algorithm and least square support vector regression by Wang, Youming, Wu, Qing

“…A new combination method of beam-type finite element multiwavelet-based algorithm and least square support vector regression (LSSVR) algorithm is proposed for…”
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Robust Weighted Least Squares Support Vector Regression algorithm to estimate the nanofluid thermal properties of water/graphene Oxide–Silicon carbide mixture by Shahsavar, Amin, Bagherzadeh, Seyed Amin, Mahmoudi, Boshra, Hajizadeh, Ahmad, Afrand, Masoud, Nguyen, Truong Khang

“…A new optimization/statistical approach of “Robust Weighted Least Squares Support Vector Regression” algorithm (RWLS-SVR…”
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Flatness intelligent control via improved least squares support vector regression algorithm by Zhang, Xiu-ling, Zhang, Shao-yu, Zhao, Wen-bao, Xu, Teng

“…To overcome the disadvantage that the standard least squares support vector regression (LS-SVR) algorithm is not suitable to multiple-input multiple-output…”
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Adaptive modeling of maritime autonomous surface ships with uncertainty using a weighted LS-SVR robust to outliers by Zhu, Man, Sun, Wuqiang, Hahn, Axel, Wen, Yuanqiao, Xiao, Changshi, Tao, Wei

“…Maritime Autonomous Surface Ships (MASS) have become increasingly interesting for the commercial maritime sectors as an alternative to conventional ships. For…”
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Building a smart hydro-informatics system for flood forecasting and warning, a real case study in atlas region -Kingdom of Morocco by El Idrissi, Mohammed, El Beqqali, Omar, Riffi, Jamal

“…) for better management of flooding situations based on hydrology sensors for data gathering and least square support vector regression algorithm (LSSVR…”
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Extended state observer-based parameter identification of Nomoto model for autonomous vessels by Man ZHU, Yuanqiao WEN, Wuqiang SUN, Tao LEI

“…) and the robust weighted least square support vector regression algorithm (RW-LSSVR), our previously well-evaluated identification method…”
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Revealing accuracy in climate dynamics: enhancing evapotranspiration estimation using advanced quantile regression and machine learning models by Sharafi, Saeed, Mohammadi Ghaleni, Mehdi

“…), as well as machine learning algorithms such as extreme learning machine (ELM), random forest (RF), M5 model Tree (M5Tree), least squares support vector regression algorithm…”
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Optimization of the grid-stiffened structure via PSO-LSSVR surrogate modeling and sensitivity analysis by Gai, Jingbo, Jian, Yao, Deng, Qi, Wang, Jisong, Zheng, Mingsheng, Yang, Yanshuai

“…The grid-stiffened structure is the key load-carrying sections of launch vehicles such as the storage tank and the interstage section. Thus, its load-carrying…”
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An Intelligent Clinical Psychological Assessment Method Based on AHP-LSSVR Model by Su, Junli, Wang, Dongyang

“…Clinical psychology is a branch of applied psychology. Clinical psychology has a clear understanding of individual behavior ability and behavior…”
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Simplex basis function based sparse least squares support vector regression by Hong, Xia, Mitchell, Richard, Di Fatta, Giuseppe

“…In this paper, a novel sparse least squares support vector regression algorithm, referred to as LSSVR-SBF, is introduced which uses a new low rank kernel based on simplex basis function, which has a…”
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Parametric modeling and analysis of transonic aeroelastic systems based on incremental learning by Chen, Zhiqiang, Wang, Xiaolu, Liu, Zhanhe, Wang, Zhenghe

“… This paper presents three parametric ROMs based on the least squares support vector regression algorithm (LS-SVR…”
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Self-adjusted adsorption strategy for an aircraft skin inspection robot by Gu, Jiayue, Wang, Congqing, Wu, Xuewei

“… The relationship between the minimum value of adsorption force and offset angle of the robot barycenter is established with the least-squares support vector regression algorithm…”
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Battery Life Prediction Based on a Hybrid Support Vector Regression Model by Chen, Yuan, Duan, Wenxian, Ding, Zhenhuan, Li, Yingli

“… This article proposes a hybrid model for the prediction by combining an improved decomposition algorithm, an improved parameterization algorithm, and a least squares support vector regression algorithm…”
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