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IISWC
2006
IEEE
15 years 4 months ago
An Architectural Characterization Study of Data Mining and Bioinformatics Workloads
— Data mining is the process of automatically finding implicit, previously unknown, and potentially useful information from large volumes of data. Recent advances in data extrac...
Berkin Özisikyilmaz, Ramanathan Narayanan, Jo...
BMCBI
2006
128views more  BMCBI 2006»
14 years 10 months ago
Model-driven user interfaces for bioinformatics data resources: regenerating the wheel as an alternative to reinventing it
Background: The proliferation of data repositories in bioinformatics has resulted in the development of numerous interfaces that allow scientists to browse, search and analyse the...
Kevin L. Garwood, Christopher Garwood, Cornelia He...
KDD
2006
ACM
222views Data Mining» more  KDD 2006»
15 years 10 months ago
A component-based framework for knowledge discovery in bioinformatics
Motivation: In the field of bioinformatics there is an emerging need to integrate all knowledge discovery steps into a standardized modular framework. Indeed, component-based deve...
Julien Etienne, Bernd Wachmann, Lei Zhang
HPCA
2006
IEEE
15 years 10 months ago
Last level cache (LLC) performance of data mining workloads on a CMP - a case study of parallel bioinformatics workloads
With the continuing growth in the amount of genetic data, members of the bioinformatics community are developing a variety of data-mining applications to understand the data and d...
Aamer Jaleel, Matthew Mattina, Bruce L. Jacob
BMCBI
2006
153views more  BMCBI 2006»
14 years 10 months ago
2DDB - a bioinformatics solution for analysis of quantitative proteomics data
Background: We present 2DDB, a bioinformatics solution for storage, integration and analysis of quantitative proteomics data. As the data complexity and the rate with which it is ...
Lars Malmström, György Marko-Varga, Guni...