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» Dimensionality Reduction for Classification
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VC
2010
177views more  VC 2010»
15 years 1 months ago
Color-to-gray conversion using ISOMAP
In this paper we present a new algorithm to transform an RGB color image to a grayscale image. We propose using non-linear dimension reduction techniques to map higher dimensional ...
Ming Cui, Jiuxiang Hu, Anshuman Razdan, Peter Wonk...
CIDM
2007
IEEE
15 years 9 months ago
Scalable Clustering for Large High-Dimensional Data Based on Data Summarization
Clustering large data sets with high dimensionality is a challenging data-mining task. This paper presents a framework to perform such a task efficiently. It is based on the notio...
Ying Lai, Ratko Orlandic, Wai Gen Yee, Sachin Kulk...
GLVLSI
2006
IEEE
142views VLSI» more  GLVLSI 2006»
15 years 9 months ago
Dynamic instruction schedulers in a 3-dimensional integration technology
We present the design of high-performance and energy-efficient dynamic instruction schedulers in a 3-Dimensional integration technology. Based on a previous observation that the c...
Kiran Puttaswamy, Gabriel H. Loh
ISVLSI
2003
IEEE
91views VLSI» more  ISVLSI 2003»
15 years 8 months ago
Three-Dimensional Integrated Circuits: Performance, Design Methodology, and CAD Tools
Three-dimensional integration technologies have been proposed in order to mitigate design challenges posed by deep-submicron interconnect. By providing multiple layers of active d...
Shamik Das, Anantha Chandrakasan, Rafael Reif
SIGKDD
2010
154views more  SIGKDD 2010»
14 years 9 months ago
A brief survey on sequence classification
Sequence classification has a broad range of applications such as genomic analysis, information retrieval, health informatics, finance, and abnormal detection. Different from the ...
Zhengzheng Xing, Jian Pei, Eamonn J. Keogh