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» Challenges in Visual Data Analysis
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BMCBI
2007
123views more  BMCBI 2007»
15 years 6 months ago
Robust clustering in high dimensional data using statistical depths
Background: Mean-based clustering algorithms such as bisecting k-means generally lack robustness. Although componentwise median is a more robust alternative, it can be a poor cent...
Yuanyuan Ding, Xin Dang, Hanxiang Peng, Dawn Wilki...
APVIS
2001
15 years 8 months ago
View Coordination Architecture for Information Visualisation
A view is a particular visual representation of a data set. Complex data sets typically require multiple views, each revealing a different aspect of the data. Coordinating the beh...
Tim Pattison, Matthew Phillips
BMCBI
2006
180views more  BMCBI 2006»
15 years 6 months ago
The Gaggle: An open-source software system for integrating bioinformatics software and data sources
Background: Systems biologists work with many kinds of data, from many different sources, using a variety of software tools. Each of these tools typically excels at one type of an...
Paul T. Shannon, David J. Reiss, Richard Bonneau, ...
SIGMOD
2005
ACM
128views Database» more  SIGMOD 2005»
16 years 6 months ago
Deriving Private Information from Randomized Data
Randomization has emerged as a useful technique for data disguising in privacy-preserving data mining. Its privacy properties have been studied in a number of papers. Kargupta et ...
Zhengli Huang, Wenliang Du, Biao Chen
P2P
2007
IEEE
16 years 27 days ago
A Data Placement Scheme with Time-Related Model for P2P Storages
Maintaining desired data availability while minimizing costs is the primary challenge in designing P2P storages. Data placement schemes and data availability calculation methods a...
Jing Tian, Zhi Yang, Yafei Dai