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» A data model for adaptive multi-resolution scientific data
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HPDC
2008
IEEE
13 years 7 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
ERCIMDL
2010
Springer
132views Education» more  ERCIMDL 2010»
13 years 7 months ago
A Visual Digital Library Approach for Time-Oriented Scientific Primary Data
Abstract. Digital Library support for textual and certain types of nontextual documents has significantly advanced over the last years. While Digital Library support implies many a...
Jürgen Bernard, Jan Brase, Dieter W. Fellner,...
KDD
2005
ACM
137views Data Mining» more  KDD 2005»
14 years 7 months ago
A generalized framework for mining spatio-temporal patterns in scientific data
In this paper, we present a general framework to discover spatial associations and spatio-temporal episodes for scientific datasets. In contrast to previous work in this area, fea...
Hui Yang, Srinivasan Parthasarathy, Sameep Mehta
24
Voted
WSCG
2001
113views more  WSCG 2001»
13 years 8 months ago
An Application Model for Visualization of Natural Resources Management
Natural resources data is usually geo-referenced. It contains mostly 1-n dimension scalar or vector values, and can be associated with meteorology, geology, water, weather, etc. S...
Elizabeth Simão Carvalho, José Carlo...
KDD
2004
ACM
151views Data Mining» more  KDD 2004»
14 years 7 months ago
Feature selection in scientific applications
Numerous applications of data mining to scientific data involve the induction of a classification model. In many cases, the collection of data is not performed with this task in m...
Erick Cantú-Paz, Shawn Newsam, Chandrika Ka...