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PKDD
2005
Springer
109views Data Mining» more  PKDD 2005»
15 years 5 months ago
An Imbalanced Data Rule Learner
Imbalanced data learning has recently begun to receive much attention from research and industrial communities as traditional machine learners no longer give satisfactory results. ...
Canh Hao Nguyen, Tu Bao Ho
LCR
1998
Springer
150views System Software» more  LCR 1998»
15 years 4 months ago
Improving Locality in Out-of-Core Computations Using Data Layout Transformations
Programs accessing disk-resident arrays, called out-of-core programs, perform poorly in general due to an excessive number of I/O calls and insufficient help from compilers. In ord...
Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanuja...
SIGSOFT
2002
ACM
16 years 16 days ago
Improving program slicing with dynamic points-to data
Program slicing is a potentially useful analysis for aiding program understanding. However, slices of even small programs are often too large to be generally useful. Imprecise poi...
Markus Mock, Darren C. Atkinson, Craig Chambers, S...
ESWA
2006
149views more  ESWA 2006»
14 years 11 months ago
An effective refinement strategy for KNN text classifier
Due to the exponential growth of documents on the Internet and the emergent need to organize them, the automated categorization of documents into predefined labels has received an...
Songbo Tan
TSMC
2008
172views more  TSMC 2008»
14 years 11 months ago
AdaBoost-Based Algorithm for Network Intrusion Detection
Abstract--Network intrusion detection aims at distinguishing the attacks on the Internet from normal use of the Internet. It is an indispensable part of the information security sy...
Weiming Hu, Wei Hu, Stephen J. Maybank