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155
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PAKDD
2005
ACM
133views Data Mining» more  PAKDD 2005»
15 years 9 months ago
Feature Selection for High Dimensional Face Image Using Self-organizing Maps
: While feature selection is very difficult for high dimensional, unstructured data such as face image, it may be much easier to do if the data can be faithfully transformed into l...
Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zh...
TC
2008
15 years 3 months ago
High-Performance Mixed-Precision Linear Solver for FPGAs
Compared to higher-precision data formats, lower-precision data formats result in higher performance for computationally intensive applications on FPGAs because of their lower res...
Junqing Sun, Gregory D. Peterson, Olaf O. Storaasl...
139
Voted
DATESO
2010
148views Database» more  DATESO 2010»
15 years 1 months ago
Using Spectral Clustering for Finding Students' Patterns of Behavior in Social Networks
Abstract. The high dimensionality of the data generated by social networks has been a big challenge for researchers. In order to solve the problems associated with this phenomenon,...
Gamila Obadi, Pavla Drázdilová, Jan ...
132
Voted
ICDM
2003
IEEE
126views Data Mining» more  ICDM 2003»
15 years 8 months ago
Mining Relevant Text from Unlabelled Documents
Automatic classification of documents is an important area of research with many applications in the fields of document searching, forensics and others. Methods to perform class...
Daniel Barbará, Carlotta Domeniconi, Ning K...
KDD
2001
ACM
216views Data Mining» more  KDD 2001»
16 years 3 months ago
Real world performance of association rule algorithms
This study compares five well-known association rule algorithms using three real-world datasets and an artificial dataset. The experimental results confirm the performance improve...
Zijian Zheng, Ron Kohavi, Llew Mason