# least squares support vector machines

### Price predictive analysis mechanism utilizing grey wolf optimizer least squares support vector machines

**Least**

**Squares**

**Support**

**Vector**

**Machines**(LSSVM) hyper-parameters' value is crucial in order to obtain a promising generalization on the unseen ...

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### The Corporate Financial Forecasting Based on Least Squares Support Vector Machines Methods

**least**

**squares**

**support**

**vector**...entirely

**least**

**squares**

**support**

**vector**

**machines**methods to build financial fo- recasting models, and to distinguish ...

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### Performance evaluation for engineering project management of particle swarm optimization based on least squares support vector machines

**least**

**squares**

**support**

**vector**

**machines**(LSSVM), this paper proposes a new classified model which combines adaptive particle swarm optimization (APSO) algorithm with ...

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### River flow time series using least squares support vector machines

**Least**

**squares**

**support**

**vector**

**machines**(LSSVM), as a modification of SVM was introduced by Suykens and Van- dewalle ...the

**least**

**squares**linear system as its loss function, ...

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### Using Least Squares Support Vector Machines for Frequency Estimation

**Support**

**Vector**Machine (SVM) [8] uses training data as an integral element of the function estimation model as opposed to simply using training data to esti- mate parameters of an a priori model using ...

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### Time Series Forecasting Using Wavelet Least Squares Support Vector Machines and Wavelet Regression Models for Monthly Stream Flow Data

**least**square

**support**

**vector**

**machines**(LSSVM) model for forecasting streamflows. The ...

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### Approximate LS-SVM, Container through- -put forecasting, Time series analysis

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### Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters

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**squares**

**support**

**vector**

**machines**, using model selection procedures with, and without, Bayesian regularisation, (LS-SVM and LS-SVM-BR respectively) over the suite of thirteen ...

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### Comparative analysis of river flow modelling by using supervised learning technique

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### Classification of Clustered Microcalcifications in Mammograms using Particle Swarm Optimization and Least Squares Support Vector Machine

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### MODELING AND SIMULATION OF GRID CONNECTED PHOTOVOLTAIC DISTRIBUTED GENERATION SYSTEM

**support**

**vector**,which lead to a shorter training time, because in calculation we have fully taken into account that constraints produced by non -

**support**

**vector**have effects on target ...

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### Quantitative Structure Property Relationships Study of Mobility of Some Benzoaromatic Carboxylate Derivatives by Partial Least Squares and Least-Square Support Vector Machine

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### Application of LSSVM to logistics demand forecasting based on grey relational analysis and kernel principal component analysis

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**squares**

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**machines**(LSSVM) model based on grey relational analysis (GRA) and kernel principal component analysis (KPCA) for forecasting logistics ...

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### Forecast of fund volatility using least squares wavelet support vector regression machines

**Least**

**squares**

**support**

**vector**

**machines**(LS-SVM), developed by Suykens and Vandevalle, is an improved type of SVM ...LS-SVM,

**Least**

**squares**

**support**

**vector**...

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### Segmentation algorithm for Hangzhou white chrysanthemums based on least squares support vector machine

**Support**

**Vector**

**Machines**for identifying plants with green spectral components masked and unmasked, the method was also valid for post-treatment evaluation, where loss of greenness in weeds was ...

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### Quantitative Analysis of Near-Infrared Spectra by Wavelet-based Interferences Removal and Least Squares Support Vector Regression

**support**

**vector**

**machines**regression (SVR) [29], has been introduced to perform multivariate regression. Instead of the quadratic programming, LS-SVR only requires solving a set of linear ...

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### Least Squares Support Vector Machine for Constitutive Modeling of Clay

**machines**such as artificial neural network (ANN) [1-5] and

**support**

**vector**machine (SVM) [6], are proposed as more effective approaches to represent complex and nonlinear constitutive ...

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### An Error Controlled Method to Determine the Stellar Density Function in a Region of the Sky

**least**

**squares**solutions

**vector**, the average square distance between the exact and the

**least**-

**squares**solutions, finally the variance of the density stellar function due to the ...

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### A Novel Approach to Design the Intelligent Technique for Intrusion Detection In Cloud

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### Multi-phase classiﬁcation by a least-squares support vector machine approach in tomography images of geological samples

**least**-

**squares**term to the cost function, which transformed the problem from solving a QP problem to the practically more convenient solving of a set of linear ...

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