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ICDE
2006
IEEE
114views Database» more  ICDE 2006»
16 years 1 months ago
Experiment Management with Metadata-based Integration for Collaborative Scientific Research
Scientific research is becoming increasingly relied on collaborative effort among multiple institutions and interdisciplinary consortium, through sharing experiments and data, and...
Fusheng Wang, Peiya Liu, John Pearson, Fred Azar, ...
ECAI
2004
Springer
15 years 3 months ago
Avoiding Data Overfitting in Scientific Discovery: Experiments in Functional Genomics
Functional genomics is a typical scientific discovery domain characterized by a very large number of attributes (genes) relative to the number of examples (observations). The dang...
Dragan Gamberger, Nada Lavrac
ISPW
2005
IEEE
15 years 5 months ago
Process Technology to Facilitate the Conduct of Science
This paper introduces the concept of an analytic web, a synthesis of three complementary views of a scientific process that is intended to facilitate the conduct of science. These ...
Leon J. Osterweil, Alexander E. Wise, Lori A. Clar...
HPDC
2008
IEEE
14 years 12 months ago
File grouping for scientific data management: lessons from experimenting with real traces
Abstract-The analysis of data usage in a large set of real traces from a high-energy physics collaboration revealed the existence of an emergent grouping of files that we coined &q...
Shyamala Doraimani, Adriana Iamnitchi
ALT
2006
Springer
15 years 8 months ago
e-Science and the Semantic Web: A Symbiotic Relationship
e-Science is scientific investigation performed through distributed global collaborations between scientists and their resources, and the computing infrastructure that enables this...
Carole A. Goble, Óscar Corcho, Pinar Alper,...