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ISCI
2008
124views more  ISCI 2008»
14 years 10 months ago
A weighted rough set based method developed for class imbalance learning
In this paper, we introduce weights into Pawlak rough set model to balance the class distribution of a data set and develop a weighted rough set based method to deal with the clas...
Jinfu Liu, Qinghua Hu, Daren Yu
URBAN
2008
128views more  URBAN 2008»
14 years 9 months ago
Discerning landslide susceptibility using rough sets
Rough set theory has been primarily known as a mathematical approach for analysis of a vague description of objects. This paper explores the use of rough set theory to manage the ...
Pece V. Gorsevski, Piotr Jankowski
SMC
2010
IEEE
139views Control Systems» more  SMC 2010»
14 years 7 months ago
Pin-pointing concept descriptions
In this study, the task of obtaining accurate and comprehensible concept descriptions of a specific set of production instances has been investigated. The suggested method, inspire...
Cecilia Sönströd, Ulf Johansson, Henrik ...
IWANN
2009
Springer
15 years 4 months ago
Efficient Exact Pattern-Matching in Proteomic Sequences
Abstract. This paper proposes a novel algorithm for complete exact patternmatching focusing the specificities of protein sequences (alphabet of 20 symbols) but, also highly efficie...
Sérgio A. D. Deusdado, Paulo M. M. Carvalho
RSFDGRC
2005
Springer
133views Data Mining» more  RSFDGRC 2005»
15 years 3 months ago
Rough Set Approximation Based on Dynamic Granulation
In this paper, the concept of a granulation order is proposed in an information system. The positive approximation of a set under a granulation order is defined. Some properties o...
Jiye Liang, Yuhua Qian, Chengyuan Chu, Deyu Li, Ju...