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PAKDD
2005
ACM
160views Data Mining» more  PAKDD 2005»
15 years 5 months ago
Improving Mining Quality by Exploiting Data Dependency
The usefulness of the results produced by data mining methods can be critically impaired by several factors such as (1) low quality of data, including errors due to contamination, ...
Fang Chu, Yizhou Wang, Carlo Zaniolo, Douglas Stot...
DATE
2003
IEEE
97views Hardware» more  DATE 2003»
15 years 5 months ago
Enhancing Speedup in Network Processing Applications by Exploiting Instruction Reuse with Flow Aggregation
Instruction reuse is a microarchitectural technique that improves the execution time of a program by removing redundant computations at run-time. Although this is the job of an op...
G. Surendra, Subhasis Banerjee, S. K. Nandy
ICDM
2007
IEEE
162views Data Mining» more  ICDM 2007»
15 years 3 months ago
Exploiting Network Structure for Active Inference in Collective Classification
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
Matthew J. Rattigan, Marc Maier, David Jensen, Bin...
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IEEECIT
2010
IEEE
14 years 10 months ago
Exploiting More Parallelism from Applications Having Generalized Reductions on GPU Architectures
Reduction is a common component of many applications, but can often be the limiting factor for parallelization. Previous reduction work has focused on detecting reduction idioms a...
Xiao-Long Wu, Nady Obeid, Wen-Mei Hwu
ADMA
2010
Springer
271views Data Mining» more  ADMA 2010»
14 years 6 months ago
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization
We introduce a novel approach to incremental e-mail categorization based on identifying and exploiting "clumps" of messages that are classified similarly. Clumping reflec...
Alfred Krzywicki, Wayne Wobcke