Support vector machines for dynamic reconstruction of a chaotic system

Selection of Meta-parameters for Support Vector Regression

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Practical selection of SVM parameters and noise estimation for SVM regression

Neural Networks

Experimentally optimal ν in support vector regression for different noise models and parameter settings

Neural Networks

A tutorial on support vector regression

Statistics and Computing

Letter to the editor: Experimentally optimal ν in support vector regression for different noise models and parameter settings

Neural Networks

New Support Vector Algorithms

Neural Computation

Efficient and interpretable fuzzy classifiers from data with support vector learning

Intelligent Data Analysis

Prediction in Marketing Using the Support Vector Machine

Marketing Science

Data mining approaches for modeling complex electronic circuit design activities

Computers and Industrial Engineering

Incorporating prior knowledge in support vector regression

Machine Learning

Online prediction model based on support vector machine

Neurocomputing

Prediction and dynamical reconstruction of non-stationary data with delay-coordinates embedding and support vector machine regression

NOLASC'05 Proceedings of the 4th WSEAS International Conference on Non-linear Analysis, Non-linear Systems and Chaos

Support vector regression from simulation data and few experimental samples

Information Sciences: an International Journal

Switched and PieceWise Nonlinear Hybrid System Identification

HSCC '08 Proceedings of the 11th international workshop on Hybrid Systems: Computation and Control

Determination of ocean primary productivity using support vector machines

International Journal of Remote Sensing - Satellite observations of the atmosphere, ocean and their interface in relation to climate, natural hazards and management of the coastal zone

AADT prediction using support vector regression with data-dependent parameters

Expert Systems with Applications: An International Journal

A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression

Expert Systems with Applications: An International Journal

Improving the training time of support vector regression algorithms through novel hyper-parameters search space reductions

Neurocomputing

Dynamic Factor Graphs for Time Series Modeling

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II

A model updating strategy for predicting time series with seasonal patterns

Applied Soft Computing

Using Support Vector Regression for Web Development Effort Estimation

IWSM '09 /Mensura '09 Proceedings of the International Conferences on Software Process and Product Measurement

Stability Bounds for Stationary φ-mixing and β-mixing Processes

The Journal of Machine Learning Research

An approach for kernel selection based on data distribution

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

GA-SVM based framework for time series forecasting

ICNC'09 Proceedings of the 5th international conference on Natural computation

Embedded support vector regression on Cerebellar Model Articulation Controller with Gaussian noise

Applied Soft Computing

A comparison of eight metamodeling techniques for the simulation of N2O fluxes and N leaching from corn crops

Environmental Modelling & Software

A new hyper-parameters selection approach for support vector machines to predict time series

ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World

Comparison of methods for the selection of genomic biomarkers

International Journal of Data Mining and Bioinformatics