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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A Novel Multiple-Kernel Support Vector Regression Algorithm for Estimation of Water Quality Parameters by Najafzadeh, Mohammad, Niazmardi, Saeid

“…The quality of surface waters plays a key role in the sustainability of ecological systems. Measuring water quality parameters (WQPs) is of high importance in…”
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Hybrid Improved Grey Wolf Support Vector Regression Algorithm for Modeling Solubilities of APIs in Pure Ionic Liquids: σ-Profile Descriptors by Euldji, Imane, Benmouloud, Widad, Paduszyński, Kamil, Si-Moussa, Chérif, Benkortbi, Othmane

“…The objective of this study was to model the solubility of active pharmaceutical ingredients (APIs) in different ionic liquids (ILs) based on the σ-moments of…”
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Establishment of icing prediction model of asphalt pavement based on support vector regression algorithm and Bayesian optimization by Yang, Enhui, Yang, Qinlong, Li, Jie, Zhang, Haopeng, Di, Haibo, Qiu, Yanjun

“…•A prediction method for asphalt pavement icing based on SVR algorithm was proposed.•A prediction model was established using the SVR method to analyze icing…”
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Fast prediction of patient-specific organ doses in brain CT scans using support vector regression algorithm by Shao, Wencheng, Lin, Xin, Yi, Yanling, Huang, Ying, Qu, Liangyong, Zhuo, Weihai, Liu, Haikuan

“… This study aims to develop a method for predicting patient-specific head organ doses by training a support vector regression (SVR) model based on radiomics…”
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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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An optimized twin support vector regression algorithm enhanced by ensemble empirical mode decomposition and gated recurrent unit by Ding, Shifei, Zhang, Zichen, Guo, Lili, Sun, Yuting

“…Despite the rapid development of support vector regression (SVR), it costs unacceptable training time in large-scale datasets and is hard to fit complex, high…”
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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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Prediction of daily maximum temperature using a support vector regression algorithm by Paniagua-Tineo, A., Salcedo-Sanz, S., Casanova-Mateo, C., Ortiz-García, E.G., Cony, M.A., Hernández-Martín, E.

“…Daily maximum temperature can be used a good indicator of peak energy consumption, since it can be used to predict the massive use of heating or air…”
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DDCM: A Computational Strategy for Drug Repositioning Based on Support-Vector Regression Algorithm by Xu, Manyi, Li, Wan, He, Jiaheng, Wang, Yahui, Lv, Junjie, He, Weiming, Chen, Lina, Zhi, Hui

“…Computational drug-repositioning technology is an effective tool for speeding up drug development. As biological data resources continue to grow, it becomes…”
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Generator Fault Diagnosis with Bit-Coding Support Vector Regression Algorithm by Lin, Whei-Min

“…Generator fault diagnosis has a great impact on power networks. With the coupling effects, some uncertain factors, and all the complexities of generator…”
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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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Prediction of Projectile Interception Point and Interception Time Based on Harris Hawk Optimization–Convolutional Neural Network–Support Vector Regression Algorithm by Gao, Zhanpeng, Yi, Wenjun

“…In modern warfare, the accurate prediction of the intercept time and intercept point of the interceptor is the key to achieving penetration. Aiming at this…”
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The value premium and uncertainty: An approach by support vector regression algorithm by Khoa, Bui Thanh, Huynh, Tran Trong

“…Risk premium plays an important role in stock investing. Experiments have shown that value stocks typically have a higher average return than growth stocks;…”
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Research on the Macrocell Wireless Channel Model Based on Physic‐Inspired Support Vector Regression Algorithm Wireless Channel Model in Macrocell Environment by Yao, Qi, Liu, Zhongyu, Guo, Lixin, Guo, Jiang, Nan, Zuoyong, Liu, Wei, Li, Jiangting

“…To support wireless network planning and optimization in macrocellular environments, this paper presents an efficient machine learning method capable of…”
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Wavelet-SVR: a novel wavelet-based support vector regression algorithm for time series forecasting by Paul, Ranjit Kumar, Garai, Sandip, Yeasin, Md

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A Decoupled Calibration Method Based on the Multi-Output Support Vector Regression Algorithm for Three-Dimensional Electric-Field Sensors by Zhao, Wei, Li, Zhizhong, Zhang, Haitao, Yuan, Yuan, Zhao, Ziwei

“… electric field, the causes of the coupling error was analyzed, and a decoupled calibration method based on support vector regression algorithm for three-dimensional electric field sensor is proposed…”
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Modeling the Optical Properties of a Polyvinyl Alcohol-Based Composite Using a Particle Swarm Optimized Support Vector Regression Algorithm by Owolabi, Taoreed O., Abd Rahman, Mohd Amiruddin

“…We developed particle swarm optimization-based support vector regression (PSVR) and ordinary linear regression (OLR) models for estimating the refractive index…”
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Pair- -SVR: A Novel and Efficient Pairing nu-Support Vector Regression Algorithm by Hao, Pei-Yi

“…This paper proposes a novel and efficient pairing nu-support vector regression (pair-v-SVR) algorithm that combines successfully the superior advantages of…”
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High-Temperature Deformation Constitutive Model of Zircaloy-4 Based on the Support Vector Regression Algorithm during Hot Rolling by Cao, Yuan, Cao, Jianguo, Wang, Leilei, Song, Chunning, Li, Fang, Zhang, Pengfei

“…Due to the small range of plastic deformation temperatures during hot rolling of Zircaloy-4 plates, it is important to determine the appropriate flow behaviors…”
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