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» Modelling Fuzzy Sets Using Object-Oriented Techniques
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121
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NCA
2007
IEEE
15 years 1 months ago
Handling of incomplete data sets using ICA and SOM in data mining
Based on independent component analysis (ICA) and self-organizing maps (SOM), this paper proposes an ISOM-DH model for the incomplete data’s handling in data mining. Under these ...
Hongyi Peng, Siming Zhu
ICDAR
2003
IEEE
15 years 7 months ago
Skew Detection for Complex Document Images Using Fuzzy Runlength
A skew angle estimation approach based on the application of a fuzzy directional runlength is proposed for complex address images. The proposed technique was tested on a variety o...
Zhixin Shi, Venu Govindaraju
PRL
2006
121views more  PRL 2006»
15 years 1 months ago
Information-preserving hybrid data reduction based on fuzzy-rough techniques
Data reduction plays an important role in machine learning and pattern recognition with a high-dimensional data. In real-world applications data usually exists with hybrid formats...
Qinghua Hu, Daren Yu, Zongxia Xie
128
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SIGMOD
2010
ACM
262views Database» more  SIGMOD 2010»
15 years 6 months ago
K-nearest neighbor search for fuzzy objects
The K-Nearest Neighbor search (kNN) problem has been investigated extensively in the past due to its broad range of applications. In this paper we study this problem in the contex...
Kai Zheng, Gabriel Pui Cheong Fung, Xiaofang Zhou
VLDB
2007
ACM
195views Database» more  VLDB 2007»
16 years 2 months ago
Modeling and Querying Vague Spatial Objects Using Shapelets
Research in modeling and querying spatial data has primarily focused on traditional "crisp" spatial objects with exact location and spatial extent. More recent work, how...
Daniel Zinn, Jim Bosch, Michael Gertz