IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— We propose a powerful symmetric kernel classifier for nonlinear detection in challenging rank-deficient multipleantenna aided communication systems. By exploiting the inheren...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— Using the classical Parzen window estimate as the target function, the kernel density estimation is formulated as a regression problem and the orthogonal forward regression tec...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— To approximate complex data, we propose new type of low-dimensional “principal object”: principal cubic complex. This complex is a generalization of linear and nonlinear pr...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— The Self-Organising Map is a popular unsupervised neural network model which has successfully been used for clustering various kinds of data. To help in understanding the infl...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— In this paper we provide experimental results and extensions to our previous theoretical findings concerning the combination of forecasts that have been diversified by three ...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— This paper suggests a constructive fuzzy system modeling for time series prediction. The model proposed is based on Takagi-Sugeno system and it comprises two phases. First, a f...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
—Perception, prediction and generation of sequences is a fundamental aspect of human behavior and depends on the ability to detect serial order. This paper presents a plausible m...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— We present a methodology to analyze Multiple Classifiers Systems (MCS) performance, using the diversity concept. The goal is to define an alternative approach to the convention...