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SIGKDD
2000
95views more  SIGKDD 2000»
15 years 4 months ago
Scalability for Clustering Algorithms Revisited
This paper presents a simple new algorithm that performs k-means clustering in one scan of a dataset, while using a bu er for points from the dataset of xed size. Experiments show...
Fredrik Farnstrom, James Lewis, Charles Elkan
KAIS
2010
144views more  KAIS 2010»
15 years 2 months ago
Boosting support vector machines for imbalanced data sets
Real world data mining applications must address the issue of learning from imbalanced data sets. The problem occurs when the number of instances in one class greatly outnumbers t...
Benjamin X. Wang, Nathalie Japkowicz
HPCS
2002
IEEE
15 years 9 months ago
An Evaluation of Thread Migration for Exploiting Distributed Array Locality
Thread migration is one approach to remote memory accesses on distributed memory parallel computers. In thread migration, threads of control migrate between processors to access d...
Stephen Jenks, Jean-Luc Gaudiot
ICCHP
2010
Springer
15 years 8 months ago
WebTrax: Visualizing Non-visual Web Interactions
Abstract. Web accessibility and usability problems can make evaluation difficult for non-experts who may be unfamiliar with assistive technology. Developers often (i) lack easy acc...
Jeffrey P. Bigham, Kyle Murray
ICFEM
2010
Springer
15 years 2 months ago
Model-Driven Protocol Design Based on Component Oriented Modeling
Abstract. Due to new emerging areas in the communication field there is a constant need for the design of novel communication protocols. This demands techniques for a rapid and eff...
Prabhu Shankar Kaliappan, Hartmut König, Seba...