Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection

A new W-SVM kernel combining PSO-neural network transformed vector and Bayesian optimized SVM in GDP forecasting

(2020) Georgios N. Kouziokas   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Multi-Step-Ahead Carbon Price Forecasting Based on Variational Mode Decomposition and Fast Multi-Output Relevance Vector Regression Optimized by the Multi-Objective Whale Optimization Algorithm

(2019) Shenghua Xiong et al.   Energies

SVM Hyper-parameters optimization using quantized multi-PSO in dynamic environment

(2019) Dhruba Jyoti Kalita et al.   SOFT COMPUTING

Bio-inspired computation: Where we stand and what's next

(2019) Javier Del Ser et al.   Swarm and Evolutionary Computation

Sensor Fusion to Estimate the Depth and Width of the Weld Bead in Real Time in GMAW Processes

(2018) Guillermo Bestard et al.   SENSORS

On the optimization of the support vector machine regression hyperparameters setting for gas sensors array applications

(2018) R. Laref et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines

(2017) Alaa Tharwat et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Epileptic seizure detection using hybrid machine learning methods

(2017) Abdulhamit Subasi et al.   NEURAL COMPUTING & APPLICATIONS

A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture

(2017) Hossam Faris et al.   NEURAL COMPUTING & APPLICATIONS

An improved chaotic fruit fly optimization based on a mutation strategy for simultaneous feature selection and parameter optimization for SVM and its applications

(2017) Fei Ye et al.   PLoS One

Self-adaptive differential evolution algorithm with crossover strategies adaptation and its application in parameter estimation

(2016) Qinqin Fan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A differential evolution algorithm with self-adaptive strategy and control parameters based on symmetric Latin hypercube design for unconstrained optimization problems

(2016) Zhiwei Zhao et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

New Hermite orthogonal polynomial kernel and combined kernels in Support Vector Machine classifier

(2016) Vahid Hooshmand Moghaddam et al.   PATTERN RECOGNITION

Short-term wind speed forecasting based on a hybrid model

(2013) Wenyu Zhang et al.   APPLIED SOFT COMPUTING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Multi-objective uniform design as a SVM model selection tool for face recognition

(2010) Weihong Li et al.   EXPERT SYSTEMS WITH APPLICATIONS