Optimal control by least squares support vector machines

Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel fisher discriminant analysis

Neural Computation

Benchmarking Least Squares Support Vector Machine Classifiers

Machine Learning

An efficient star acquisition method based on SVM with mixtures of kernels

Pattern Recognition Letters

Integrating KPCA and LS-SVM for Chaotic Time Series Forecasting Via Similarity Analysis

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks

Simultaneously Prediction of Network Traffic Flow Based on PCA-SVR

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks

Hierarchical Fuzzy Control for the Inverted Pendulum over the Set of Initial Conditions

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning

Rough ν-support vector regression

Expert Systems with Applications: An International Journal

Application of LSSVM-PSO to Load Identification in Frequency Domain

AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence

Hardenability prediction of gear steel in refining process

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Time series prediction using support vector machines: a survey

IEEE Computational Intelligence Magazine

On the simplification of an examples-based controller with support vector machines

Control and Intelligent Systems

Reducing samples for accelerating multikernel semiparametric support vector regression

Expert Systems with Applications: An International Journal

Dynamic coupling switching control incorporating Support Vector Machines for wheeled mobile manipulators with hybrid joints

Automatica (Journal of IFAC)

Least-Squares Support Vector Machine Approach to Viral Replication Origin Prediction

INFORMS Journal on Computing

Support vector machine optimal control for mobile wheeled inverted pendulums with unmodelled dynamics

Neurocomputing

Hybrid robust support vector machines for regression with outliers

Applied Soft Computing

Towards better receptor-ligand prioritization: how machine learning on protein-protein interaction data can provide insight into receptor-ligand pairs

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

A fast method to approximately train hard support vector regression

Neural Networks

Adaptive support vector regression for UAV flight control

Neural Networks

A versatile software tool making best use of sparse data for closed loop process control

Advances in Engineering Software

Design of a multiple kernel learning algorithm for LS-SVM by convex programming

Neural Networks

Wheeled mobile robot control based on SVM and nonlinear control laws

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III

Soft sensor modeling and simulation research of flotation cleaned coal ash of slime

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III

Least squares support vector machine based partially linear model identification

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

Medicine composition analysis based on PCA and SVM

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III

Study of on-line weighted least squares support vector machines

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Adaptive control scheme based on the least squares support vector machine network

International Journal of Applied Mathematics and Computer Science

Batch-to-Batch optimal control based on support vector regression model

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III

Semiparametric mixed-effect least squares support vector machine for analyzing pharmacokinetic and pharmacodynamic data

Neurocomputing

Document-level sentiment classification: An empirical comparison between SVM and ANN

Expert Systems with Applications: An International Journal

Probabilistic support vector machines for classification of noise affected data

Information Sciences: an International Journal

A tensor factorization based least squares support tensor machine for classification

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I

Multi-step prediction and filtering of pathological tremor for FES applications

Proceedings of the 7th International Convention on Rehabilitation Engineering and Assistive Technology

A unified SVM framework for signal estimation

Digital Signal Processing

Finite Newton method for implicit Lagrangian support vector regression

International Journal of Knowledge-based and Intelligent Engineering Systems