82
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
The main task in decision tree construction algorithms is to find the "best partition" of the set of objects. In this paper, we investigate the problem of optimal binary ...
66
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
70
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
Feature selection is used to improve performance of learning algorithms by finding a minimal subset of relevant features. Since the process of feature selection is computationally ...
94
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
: In the paper nine different approaches to missing attribute values are presented and compared. Ten input data files were used to investigate the performance of the nine methods t...
69
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We introduce an algorithm ca...
70
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
: This paper presents a Lab. implementation of a computer vision using fuzzy models for pattern recognition for the detection of boundaries in images obtained through a camera inst...
81
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
Abstract. We provide the unified methodology for searching for approximate decision reducts based on rough membership distributions. Presented study generalizes well known relation...
100
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
Abstract. In spatial reasoning the qualitative description of relations between spatial regions is of practical importance and has been widely studied. Examples of such relations a...
81
Voted
RSCTC
2000
Springer
15 years 11 days ago
2000
Springer
Abstract. Classic parsing methods are based on complete search techniques to find the different interpretations of a sentence. However, the size of the search space increases expon...