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KDD
2004
ACM
139views Data Mining» more  KDD 2004»
15 years 10 months ago
Learning a complex metabolomic dataset using random forests and support vector machines
Metabolomics is the omics science of biochemistry. The associated data include the quantitative measurements of all small molecule metabolites in a biological sample. These datase...
Young Truong, Xiaodong Lin, Chris Beecher
BMCBI
2007
187views more  BMCBI 2007»
14 years 9 months ago
BioWMS: a web-based Workflow Management System for bioinformatics
Background: An in-silico experiment can be naturally specified as a workflow of activities implementing, in a standardized environment, the process of data and control analysis. A...
Ezio Bartocci, Flavio Corradini, Emanuela Merelli,...
AUSDM
2007
Springer
140views Data Mining» more  AUSDM 2007»
15 years 3 months ago
The application of data mining techniques to characterize agricultural soil profiles
The advances in computing and information storage have provided vast amounts of data. The challenge has been to extract knowledge from this raw data; this has lead to new methods ...
Leisa Armstrong, Dean Diepeveen, Rowan Maddern
EPEW
2008
Springer
14 years 11 months ago
An Empirical Investigation of the Applicability of a Component-Based Performance Prediction Method
Abstract. Component-based software performance engineering (CBSPE) methods shall enable software architects to assess the expected response times, throughputs, and resource utiliza...
Anne Martens, Steffen Becker, Heiko Koziolek, Ralf...
JUCS
2008
144views more  JUCS 2008»
14 years 9 months ago
Applications of Mash-ups for a Digital Journal
: The WWW is currently experiencing a revolutionary growth due to numerous emerging tools, techniques and concepts. Digital journals thus need to transform themselves to cope with ...
Muhammad Salman Khan, Narayanan Kulathuramaiyer, H...