335 search results - page 4 / 67 » A Model of User-Oriented Reduct Construction for Machine Lea... |
ICML
2005
IEEE
14 years 7 months ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
ICML
2007
IEEE
14 years 7 months ago
2007
IEEE
This paper proposes a new map building framework for mobile robot named Localization-Free Mapping by Dimensionality Reduction (LFMDR). In this framework, the robot map building is...
ICML
2005
IEEE
14 years 7 months ago
2005
IEEE
Given a classification problem, our goal is to find a low-dimensional linear transformation of the feature vectors which retains information needed to predict the class labels. We...
ICALT
2007
IEEE
13 years 6 months ago
2007
IEEE
School custom is the base of its sustainable development ability. Addressing the present dilemma of constructing the school customs, the paper argued school organizational knowled...
NIPS
2004
13 years 8 months ago
2004
Many machine learning algorithms for clustering or dimensionality reduction take as input a cloud of points in Euclidean space, and construct a graph with the input data points as...