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RSCTC
2000
Springer
106views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
A Hybrid Model for Rule Discovery in Data
Ning Zhong, Juzhen Dong, Chunnian Liu, Setsuo Ohsu...
RSCTC
2000
Springer
111views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Toward a Perception-Based Theory of Probabilistic Reasoning
The perception-based theory of probabilistic reasoning which is outlined in this paper is not in the traditional spirit. Its principal aim is to lay the groundwork for a radical e...
Lotfi A. Zadeh
RSCTC
2000
Springer
143views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Rough Sets for Uncertainty Reasoning
Abstract. Rough sets have traditionally been applied to decision (classification) problems. We suggest that rough sets are even better suited for reasoning. It has already been sho...
S. K. Michael Wong, Cory J. Butz
RSCTC
2000
Springer
197views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Rough Set Approach to CBR
We discuss how Case Based Reasoning (CBR) (see e.g. [1], [4]) philosophy of adaptation of some known situations to new similar ones can be realized in rough set framework [5] for c...
Jan Wierzbicki
RSCTC
2000
Springer
113views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Approximation of Information Granule Sets
The aim of the paper is to present basic notions related to granular computing, namely the information granule syntax and semantics as well as the inclusion and closeness (similari...
Andrzej Skowron, Jaroslaw Stepaniuk, James F. Pete...
RSCTC
2000
Springer
140views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Temporal Templates and Analysis of Time Related Data
In the paper we investigate the problem of analysis of time related information systems. We introduce notion of temporal templates, i.e. homogeneous patterns occurring in some peri...
Piotr Synak
RSCTC
2000
Springer
144views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Valued Tolerance and Decision Rules
In this paper we introduce the concept of valued tolerance as an extension of the usual concept of indiscernibility (which is a crisp equivalence relation) in rough sets theory. So...
Jerzy Stefanowski, Alexis Tsoukiàs
RSCTC
2000
Springer
139views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Application of Normalized Decision Measures to the New Case Classification
The optimization of rough set based classification models with respect to parameterized balance between a model's complexity and confidence is discussed. For this purpose, the...
Dominik Slezak, Jakub Wroblewski
RSCTC
2000
Springer
147views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Towards Rough Neural Computing Based on Rough Membership Functions: Theory and Application
This paper introduces a neural network architecture based on rough sets and rough membership functions. The neurons of such networks instantiate approximate reasoning in assessing ...
James F. Peters, Andrzej Skowron, Liting Han, Shee...
RSCTC
2000
Springer
121views Fuzzy Logic» more  RSCTC 2000»
14 years 2 months ago
Situation Identification by Unmanned Aerial Vehicle
Abstract. An approach to a multi-facet task of situation identification by Unmanned Aerial Vehicle (UAV) is presented. The concept of multi-layered identification system based on s...
Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuk...