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» Benchmarking Data Mining Algorithms
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IPPS
2010
IEEE
15 years 3 months ago
Attack-resistant frequency counting
We present collaborative peer-to-peer algorithms for the problem of approximating frequency counts for popular items distributed across the peers of a large-scale network. Our alg...
Bo Wu, Jared Saia, Valerie King
ISBRA
2007
Springer
15 years 11 months ago
Clustering Algorithms Optimizer: A Framework for Large Datasets
Clustering algorithms are employed in many bioinformatics tasks, including categorization of protein sequences and analysis of gene-expression data. Although these algorithms are r...
Roy Varshavsky, David Horn, Michal Linial
155
Voted
ASPLOS
1992
ACM
15 years 9 months ago
Design and Evaluation of a Compiler Algorithm for Prefetching
Software-controlled data prefetching is a promising technique for improving the performance of the memory subsystem to match today's high-performance processors. While prefet...
Todd C. Mowry, Monica S. Lam, Anoop Gupta
134
Voted
EUSFLAT
2003
120views Fuzzy Logic» more  EUSFLAT 2003»
15 years 6 months ago
A Type 2 fuzzy system modelling algorithm
In this paper, a modified fuzzy system modelling algorithm that incorporates Type 2 fuzzy sets, which is based on intervalvalued membership degrees rather than singleton membershi...
Kemal Kilic, Özge Uncu, I. Burhan Türkse...
TNN
2008
181views more  TNN 2008»
15 years 5 months ago
Optimized Approximation Algorithm in Neural Networks Without Overfitting
In this paper, an optimized approximation algorithm (OAA) is proposed to address the overfitting problem in function approximation using neural networks (NNs). The optimized approx...
Yinyin Liu, Janusz A. Starzyk, Zhen Zhu