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» A General Greedy Approximation Algorithm with Applications
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IPMI
2011
Springer
14 years 5 months ago
Nonnegative Factorization of Diffusion Tensor Images and Its Applications
This paper proposes a novel method for computing linear basis images from tensor-valued image data. As a generalization of the nonnegative matrix factorization, the proposed method...
Yuchen Xie, Jeffrey Ho, Baba C. Vemuri
JIIS
2006
147views more  JIIS 2006»
15 years 2 months ago
Mining sequential patterns from data streams: a centroid approach
In recent years, emerging applications introduced new constraints for data mining methods. These constraints are typical of a new kind of data: the data streams. In data stream pro...
Alice Marascu, Florent Masseglia
146
Voted
ANCS
2008
ACM
15 years 4 months ago
On design of bandwidth scheduling algorithms for multiple data transfers in dedicated networks
The significance of high-performance dedicated networks has been well recognized due to the rapidly increasing number of large-scale applications that require high-speed data tran...
Yunyue Lin, Qishi Wu
GECCO
2005
Springer
158views Optimization» more  GECCO 2005»
15 years 8 months ago
Constructive induction and genetic algorithms for learning concepts with complex interaction
Constructive Induction is the process of transforming the original representation of hard concepts with complex interaction into a representation that highlights regularities. Mos...
Leila Shila Shafti, Eduardo Pérez
230
Voted
SIGMOD
2008
ACM
142views Database» more  SIGMOD 2008»
16 years 2 months ago
Cost-based variable-length-gram selection for string collections to support approximate queries efficiently
Approximate queries on a collection of strings are important in many applications such as record linkage, spell checking, and Web search, where inconsistencies and errors exist in...
Xiaochun Yang, Bin Wang, Chen Li