ICAISC
2010
Springer
13 years 11 months ago
2010
Springer
Attempts to extract logical rules from data often lead to large sets of classification rules that need to be pruned. Training two classifiers, the C4.5 decision tree and the Non-Ne...
ICAISC
2010
Springer
13 years 11 months ago
2010
Springer
ICAISC
2010
Springer
14 years 1 months ago
2010
Springer
Abstract. Multigame playing agents are programs capable of autonomously learning to play new, previously unknown games. In this paper, we concentrate on the General Game Playing Co...
ICAISC
2010
Springer
14 years 1 months ago
2010
Springer
The problem of finding optimal locations of base stations, their pilot powers and channel assignments in UMTS mobile networks belongs to a class of NP-hard problems, and hence, me...
ICAISC
2010
Springer
14 years 1 months ago
2010
Springer
In this paper, we present arguments for the need of emotion modelling and we define elements for a study in Human-Robot Interaction (HRI) using music. We also propose an adaptatio...
ICAISC
2010
Springer
14 years 1 months ago
2010
Springer
Abstract. We propose a non-standard neural network called TPNN which offers the direct mapping from a peptide sequence to a property of interest in order to model the quantitative ...
ICAISC
2010
Springer
14 years 1 months ago
2010
Springer
Hotelling’s Canonical Correlation Analysis (CCA) works with two sets of related variables, also called views, and its goal is to find their linear projections with maximal mutual...
ICAISC
2010
Springer
14 years 1 months ago
2010
Springer
Abstract. This paper proposes the Sequential Coordinate-Wise Algorithm (SCWA) to Discriminant Nonnegative Matrix Factorization (DNMF) for improving face recognition. DNMF incorpora...
ICAISC
2010
Springer
14 years 1 months ago
2010
Springer
Abstract. Many sophisticated classification algorithms have been proposed. However, there is no clear methodology of comparing the results among different methods. According to ou...
ICAISC
2010
Springer
14 years 4 months ago
2010
Springer
Abstract. Short range excitation, long range inhibition sometimes referred to as mexican hat connectivity seems to play important role in organization of the cortex, leading to fai...