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IFIP12
2008
15 years 3 months ago
A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System
Sampling methods are a direct approach to tackle the problem of class imbalance. These methods sample a data set in order to alter the class distributions. Usually these methods ar...
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Mar...
DBISP2P
2004
Springer
150views Database» more  DBISP2P 2004»
15 years 7 months ago
Adapting the Content Native Space for Load Balanced Indexing
Today, there is an increasing demand to share data with complex data types (e.g., multi-dimensional) over large numbers of data sources. One of the key challenges is sharing these ...
Yanfeng Shu, Kian-Lee Tan, Aoying Zhou
SPAA
2010
ACM
15 years 6 months ago
Brief announcement: locality-aware load balancing for speculatively-parallelized irregular applications
Load balancing is an important consideration when running data-parallel programs. While traditional techniques trade off the cost of load imbalance with the overhead of mitigating...
Youngjoon Jo, Milind Kulkarni
INFOSCALE
2007
ACM
15 years 3 months ago
Citation data clustering for author name disambiguation
In this paper, we propose a new method of citation data clustering for author name disambiguation. Most citation data appearing in the reference section of scientific papers incl...
Tomonari Masada, Atsuhiro Takasu, Jun Adachi
DCOSS
2005
Springer
15 years 7 months ago
Multiple Controlled Mobile Elements (Data Mules) for Data Collection in Sensor Networks
Recent research has shown that using a mobile element to collect and carry data mechanically from a sensor network has many advantages over static multihop routing. We have an imp...
David Jea, Arun A. Somasundara, Mani B. Srivastava