José Daniel A. Santos

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 1

Top Topics

Regularization Framework

Gaussian Process Models

Pattern Classification

Top Venues

Publications

José Daniel A. Santos, Guilherme A. Barreto
A regularized estimation framework for online sparse LSSVR models. Neurocomputing 238 (2017)
José Daniel A. Santos, César Lincoln C. Mattos, Guilherme A. Barreto
Performance Evaluation of Least Squares SVR in Robust Dynamical System Identification. IWANN (2) (2015)
César Lincoln C. Mattos, José Daniel A. Santos, Guilherme A. Barreto
An Empirical Evaluation of Robust Gaussian Process Models for System Identification. IDEAL (2015)
José Daniel A. Santos, Guilherme A. Barreto
A Novel Recursive Solution to LS-SVR for Robust Identification of Dynamical Systems. IDEAL (2015)
José Daniel A. Santos, César Lincoln C. Mattos, Guilherme De A. Barreto
A Novel Recursive Kernel-Based Algorithm for Robust Pattern Classification. IDEAL (2014)
César Lincoln C. Mattos, José Daniel A. Santos, Guilherme A. Barreto
Improved Adaline Networks for Robust Pattern Classification. ICANN (2014)
José Daniel A. Santos, Guilherme De A. Barreto, Cláudio M. S. Medeiros
Estimating the Number of Hidden Neurons of the MLP Using Singular Value Decomposition and Principal Components Analysis: A Novel Approach. SBRN (2010)