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ISCI
2008
67views more  ISCI 2008»
15 years 22 days ago
A multiview approach for intelligent data analysis based on data operators
Multiview intelligent data analysis explores data from different perspectives to reveal various types of structures and knowledge embedded in the data. Each view may capture a spe...
Yaohua Chen, Yiyu Yao
KDD
1997
ACM
143views Data Mining» more  KDD 1997»
15 years 4 months ago
Anytime Exploratory Data Analysis for Massive Data Sets
Exploratory data analysis is inherently an iterative, interactive endeavor. In the context of massive data sets, however, many current data analysis algorithms will not scale appr...
Padhraic Smyth, David Wolpert
97
Voted
KDD
2000
ACM
142views Data Mining» more  KDD 2000»
15 years 4 months ago
Automating exploratory data analysis for efficient data mining
Having access to large data sets for the purpose of predictive data mining does not guarantee good models, even when the size of the training data is virtually unlimited. Instead,...
Jonathan D. Becher, Pavel Berkhin, Edmund Freeman
SSDBM
2003
IEEE
160views Database» more  SSDBM 2003»
15 years 6 months ago
The Virtual Data Grid: A New Model and Architecture for Data-Intensive Collaboration
It is now common to encounter communities engaged in the collaborative analysis and transformation of large quantities of data over extended time periods. We argue that these comm...
Ian T. Foster
CORR
2011
Springer
239views Education» more  CORR 2011»
14 years 7 months ago
From Linked Data to Relevant Data -- Time is the Essence
The Semantic Web initiative puts emphasis not primarily on putting data on the Web, but rather on creating links in a way that both humans and machines can explore the Web of data...
Markus Kirchberg, Ryan K. L. Ko, Bu Sung Lee