Search Results - Support Vector Regression algorithm

The value premium and uncertainty: An approach by support vector regression algorithm by Khoa, Bui Thanh, Huynh, Tran Trong

“… Furthermore, this study combined the Support Vector Regression (SVR) algorithm with the risk premium theoretical framework for the forecasting model; consequently, it is the most efficient model…”
Get full text

Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms—Support vector regression forecast combinations by Sermpinis, Georgios, Stasinakis, Charalampos, Theofilatos, Konstantinos, Karathanasopoulos, Andreas

“…•We introduce a hybrid Rolling Genetic Algorithm-Support Vector Regression (RG-SVR) model.•In the RG-SVR, a GA is applied for optimal parameter selection and feature subset combination…”
Get full text

Estimating the refractive index of oxygenated and deoxygenated hemoglobin using genetic algorithm – support vector regression model by Alade, Ibrahim Olanrewaju, Bagudu, Aliyu, Oyehan, Tajudeen A., Rahman, Mohd Amiruddin Abd, Saleh, Tawfik A., Olatunji, Sunday Olusanya

“…•GA-SVR models for estimation of refractive index of oxygenated and deoxygenated hemoglobin is presented.•The proposed models are characterized by over 99.8%…”
Get full text

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

“… A hybrid Improved Grey Wolf Support vector regression, abbreviated as I-GWO-SVR( ), algorithm was selected as the learning method…”
Get more information

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…”
Get full text

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 traditional Landweber algorithm with the least square support vector regression (LSSVR) for cryogenic fluids…”
Get full text

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

“… Aiming at this problem, firstly, a convolutional neural network (CNN) is used to automatically extract high-level features from the data, and then these features are used as the input of support vector regression (SVR…”
Get full text

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

“… The method embeds the building transmission model (BTM) into a machine learning framework based on support vector regression…”
Get full text

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 twin support vector regression…”
Get full text

Smart Artificial Firefly Colony Algorithm-Based Support Vector Regression for Enhanced Forecasting in Civil Engineering by Chou, Jui-Sheng, Pham, Anh-Duc

“… This study proposes a novel smart artificial firefly colony algorithm‐based support vector regression (SAFCA‐SVR…”
Get full text

Intelligent Identification Method of Valve Internal Leakage in Thermal Power Station Based on Improved Kepler Optimization Algorithm-Support Vector Regression (IKOA-SVR) by Jia, Fengsheng, Jin, Tao, Guo, Ruizhou, Yuan, Xinghua, Guo, Zihao, He, Chengbing

“…) with Support Vector Regression (SVR). The Kepler Optimization Algorithm (KOA) was improved using the Sobol sequence and an adaptive Gaussian mutation strategy to achieve self-optimization of the key parameters in the SVR model…”
Get full text

A novel hybrid model based on Hodrick–Prescott filter and support vector regression algorithm for optimizing stock market price prediction by Ouahilal, Meryem, Mohajir, Mohammed El, Chahhou, Mohamed, Mohajir, Badr Eddine El

“… Support Vector Regression is one of the most powerful algorithms in machine learning. There have been countless successes in utilizing SVR algorithm for stock market prediction…”
Get full text

Cuckoo optimization algorithm for support vector regression potential analysis: An example from the Granites-Tanami Orogen, Australia by Roshanravan, Bijan, Kreuzer, Oliver P., Mohammadi, Sadjad, Bruce, Matt, Davis, James, Briggs, Matt

“…This study describes the supervised support vector regression method and cuckoo optimization algorithm (COA-SVR…”
Get full text

Application of genetic algorithm-support vector regression (GA-SVR) for quantitative analysis of herbal medicines by Xin, Ni, Gu, Xiaofeng, Wu, Hao, Hu, Yuzhu, Yang, Zhonglin

“…In this paper, a genetic algorithm‐support vector regression (GA‐SVR) coupled approach was proposed for investigating the relationship between fingerprints and properties of herbal medicines…”
Get full text

Top corner gas concentration prediction using t‐distributed Stochastic Neighbor Embedding and Support Vector Regression algorithms by Wu, Haibo, Shi, Shiliang, Lu, Yi, Liu, Yong, Huang, Weihong

“…) and the Support Vector Regression (SVR) algorithm to predict the gas concentration…”
Get full text

Prediction of hourly O 3 concentrations using support vector regression algorithms by Ortiz-García, E.G., Salcedo-Sanz, S., Pérez-Bellido, Á.M., Portilla-Figueras, J.A., Prieto, L.

“…In this paper we present an application of the Support Vector Regression algorithm (SVMr…”
Get full text

Research on Sustainable Form Design of NEV Vehicle Based on Particle Swarm Algorithm Optimized Support Vector Regression by Zongming Liu, Xuhui Chen, Xinan Liang, Shiwen Huang, Yang Zhao

“… We introduce Particle Swarm Optimization Support Vector Regression (PSO-SVR) into the perceptual engineering (KE…”
Get full text

Electromechanical equipment state forecasting based on genetic algorithm – support vector regression by Huang, Ji, Bo, Yucheng, Wang, Huiyuan

“…► Electromechanical equipment state forecasting model is established by using genetic algorithm-support vector regression…”
Get full text

Modeling optical energy gap of strontium titanate multifunctional semiconductor using stepwise regression and genetic algorithm based support vector regression by Olatunji, Sunday O.

“…[Display omitted] •Hybrid GABSVR model is developed for strontium titanate energy gap estimation.•SRA model is developed for controlling energy gap of…”
Get full text

An annual load forecasting model based on support vector regression with differential evolution algorithm by Wang, Jianjun, Li, Li, Niu, Dongxiao, Tan, Zhongfu

“… This paper proposes a hybrid load forecasting model combining differential evolution (DE) algorithm and support vector regression to deal with this problem, where the DE…”
Get full text