Search Results - "support vector regression algorithm"

Optimized support vector regression algorithm-based modeling of ship dynamics by Zhu, Man, Hahn, Axel, Wen, Yuan-Qiao, Sun, Wu-Qiang

“…•A simplistic dynamic model is developed to describe dynamics of different types’ ships, which is applicable in the Maritime Traffic Simulation.•The structural…”
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Bayesian information criterion based data-driven state of charge estimation for lithium-ion battery by Liu, Xingtao, Yang, Jiacheng, Wang, Li, Wu, Ji

“…Accurate state of charge (SOC) estimation is essential for the safe and reliable operation of Li-ion batteries. To solve the problem of poor generalisation…”
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An experimental modeling of cyclone separator efficiency with PCA-PSO-SVR algorithm by Zhang, Wei, Zhang, Linlin, Yang, Jingxuan, Hao, Xiaogang, Guan, Guoqing, Gao, Zhihua

“…Accurate prediction of the complicated nonlinear relationship among the grade efficiency, geometrical dimensions, and operating parameters based on limited…”
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A Machine Learning Modeling Method for Switched Reluctance Motors Based on Few Preprocessed Flux Linkage Data by zhao, Yan, Zhu, Jingwei, Ren, Ping, Jing, Zhe

“…This article proposes a machine learning method to build the model of a switched reluctance motor (SRM) using few preprocessed flux linkage data. Firstly, the…”
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Hybrids of Support Vector Regression with Grey Wolf Optimizer and Firefly Algorithm for Spatial Prediction of Landslide Susceptibility by Liu, Ru, Peng, Jianbing, Leng, Yanqiu, Lee, Saro, Panahi, Mahdi, Chen, Wei, Zhao, Xia

“…Landslides are one of the most frequent and important natural disasters in the world. The purpose of this study is to evaluate the landslide susceptibility in…”
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Ontology inference for data quality improvement: a support vector regression-based test effort estimation model by Sakhrawi, Zaineb, Labidi, Taher, Sellami, Asma, Bouassida, Nadia

“…Accurate estimation of software testing efforts is challenging, as changes occur frequently throughout the project life cycle. Thus, employing machine learning…”
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Evaluating different strategies for machine learning training applied to flow forecasting based on clustering of flood events by Steffen, Patrícia Cristina, Gomes, Júlio, Kaviski, Eloy, Detzel, Daniel Henrique Marco

“…ABSTRACT This paper presents a new hydrological modeling approach for discharge prediction based on flood clustering. Combined with Machine Learning…”
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Microseism Detection Method in Coal Mine Based on Spatiotemporal Characteristics and Support Vector Regression Algorithm by Gao, Hong, Mu, Chaomin, Sun, Hui

“…In view of the inconsistency of guided wave energy in distributed acoustic sensing coal mine maps and the difficulty in distinguishing the vibration levels of…”
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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

“…Identification of parameters involved in the linear response model with high precision is a highly cost-effective, as well as a challenging task, in developing…”
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Sports Economic Activities Income Forecasting based on Genetic Support Vector Regression Algorithm by Guoai, G.U.

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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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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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基于PSO的SVR模型在多联机功耗预测上的应用 by 李昱瑾, 陈焕新, 刘江岩

“…TB61+1%TQ051.5; 支持向量回归(SVR)模型在多联机系统功耗预测稳定性和精度上存在不足,本文引入粒子群优化(PSO)算法,对SVR预测模型的惩罚系数C和核参数γ进行最优求解,来改…”
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基于SVR-OCSVM模型的多联机系统用能评估与诊断 by 刘佳慧, 刘江岩, 陈焕新, 黄荣庚, 李正飞

“…TB657.2%TU831.3; 直接根据多联机系统能耗数据的变化来判断导致能耗大幅波动的因素是很困难的.本文提出一种有效的可用于多联机系统的能耗评估与诊断方法:将支持向量回…”
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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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Energy Assessment and Diagnosis of Variable Refrigerant Flow System Based on SVR-OCSVM Model by Liu Jiahui, Liu Jiangyan, Chen Huanxin, Huang Ronggeng, Li Zhengfei

“…Normal factors such as complex control strategies, flexible meteorological parameters, and operation conditions or abnormal factors such as refrigerant charge…”
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Optimized Support Vector Regression Model Based on Particle Swarm Optimization for Energy Consumption Prediction of a Variable Refrigerant Flow System by Li Yujin, Chen Huanxin, Liu Jiangyan

“…Energy consumption prediction analysis has important significance in energy management, operation strategy optimization, control optimization, etc. For…”
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Support Vector Regression Algorithm under in the CAPM Framework by Khoa, Bui Thanh, Huynh, Tran Trong

“…Invertors use the Capital Asset Pricing Model framework (CAPM) to quantify the relationship between return rate and the risk premium; however, CAPM requires…”
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Predicting damage characteristics of RF ablation targets based on SVR algorithm by Yao, Zhiwei, Wu, Xiaomei, Yan, Shengjie

“…Atrial fibrillation(AF) is a very dangerous arrhythmia disease that seriously affects human health. Radiofrequency(RF) ablation technique is a new surgical…”
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Factors Affecting Forecast Accuracy of Individual Stocks: SVR Algorithm Under CAPM Framework by Khoa, Bui Thanh, Huynh, Tran Trong

“…The research was carried out with two objectives, including applying the algorithm under the Capital Asset Pricing Model framework (CAPM) to predict individual…”
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