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COCO
2011
Springer
209views Algorithms» more  COCO 2011»
12 years 8 months ago
Explicit Dimension Reduction and Its Applications
Zohar Shay Karnin, Yuval Rabani, Amir Shpilka
AAAI
2012
11 years 11 months ago
Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach
The recent popularization of social web services has made them one of the primary uses of the World Wide Web. An important concept in social web services is social actions such as...
Nozomi Nori, Danushka Bollegala, Hisashi Kashima
TSP
2010
13 years 3 months ago
On local intrinsic dimension estimation and its applications
In this paper, we present multiple novel applications for local intrinsic dimension estimation. There has been much work done on estimating the global dimension of a data set, typi...
Kevin M. Carter, Raviv Raich, Alfred O. Hero
IJAIT
2007
108views more  IJAIT 2007»
13 years 8 months ago
Document Retrieval by Projection Based Frequency Distribution
In document retrieval task, random projection (RP) is a useful technique of dimension reduction. It can be obtained very quickly yet the recalculation is not necessary to any chang...
Isamu Shioya, Hirohito Oh'uchi, Takao Miura