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» A Data Analysis Method for Software Performance Prediction
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ICTAI
2007
IEEE
15 years 10 months ago
Accurate Classification of SAGE Data Based on Frequent Patterns of Gene Expression
In this paper we present a method for classifying accurately SAGE (Serial Analysis of Gene Expression) data. The high dimensionality of the data, namely the large number of featur...
George Tzanis, Ioannis P. Vlahavas
101
Voted
BMCBI
2010
93views more  BMCBI 2010»
15 years 3 months ago
HAT: Hypergeometric Analysis of Tiling-arrays with application to promoter-GeneChip data
Background: Tiling-arrays are applicable to multiple types of biological research questions. Due to its advantages (high sensitivity, resolution, unbiased), the technology is ofte...
Erdogan Taskesen, Renee Beekman, Jeroen de Ridder,...
BMCBI
2006
374views more  BMCBI 2006»
15 years 3 months ago
AMDA: an R package for the automated microarray data analysis
Background: Microarrays are routinely used to assess mRNA transcript levels on a genome-wide scale. Large amount of microarray datasets are now available in several databases, and...
Mattia Pelizzola, Norman Pavelka, Maria Foti, Paol...
HT
2003
ACM
15 years 9 months ago
Do adaptation rules improve web cost estimation?
Analogy-based estimation has, over the last 15 years, and particularly over the last 7 years, emerged as a promising approach with comparable accuracy to, or better than, algorith...
Emilia Mendes, Nile Mosley, Steve Counsell
ICMLA
2009
15 years 1 months ago
Discovering Rules from Disk Events for Predicting Hard Drive Failures
Detecting impending failure of hard disks is an important prediction task which might help computer systems to prevent loss of data and performance degradation. Currently most of t...
Vipul Agarwal, Chiranjib Bhattacharyya, Thirumale ...