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CAEPIA
2003
Springer
15 years 12 months ago
Using the Geometrical Distribution of Prototypes for Training Set Condensing
Abstract. In this paper, some new approaches to training set size reduction are presented. These schemes basically consist of defining a small number of prototypes that represent ...
María Teresa Lozano, José Salvador S...
IBPRIA
2003
Springer
15 years 12 months ago
Reducing Training Sets by NCN-based Exploratory Procedures
In this paper, a new approach to training set size reduction is presented. This scheme basically consists of defining a small number of prototypes that represent all the original ...
María Teresa Lozano, José Salvador S...
APVIS
2010
15 years 8 months ago
GMap: Visualizing graphs and clusters as maps
Information visualization is essential in making sense out of large data sets. Often, high-dimensional data are visualized as a collection of points in 2-dimensional space through...
Emden R. Gansner, Yifan Hu, Stephen G. Kobourov
SDM
2007
SIAM
96views Data Mining» more  SDM 2007»
15 years 8 months ago
Higher Order Orthogonal Iteration of Tensors (HOOI) and its Relation to PCA and GLRAM
This paper presents a unified view of a number of dimension reduction techniques under the common framework of tensors. Specifically, it is established that PCA, and the recentl...
Bernard N. Sheehan, Yousef Saad
CSREAESA
2004
15 years 8 months ago
Switching Activity Minimization in Combinational Logic Design
: In this paper we focus on the reduction of switching activity in combinational logic circuits. An algorithmic approach using k-map has been proposed which modifies the normal opt...
R. V. Menon, S. Chennupati, Naveen K. Samala, Damu...