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JCP
2007
13 years 8 months ago
2007
Abstract— Analyzing unknown data sets such as multispectral images often requires unsupervised techniques. Data clustering is a well known and widely used approach in such cases....
ICDM
2005
IEEE
14 years 2 months ago
2005
IEEE
Collaborative filtering-based recommender systems, which automatically predict preferred products of a user using known preferences of other users, have become extremely popular ...
ICCV
2003
IEEE
14 years 10 months ago
2003
IEEE
Dominant sets are a new graph-theoretic concept that has proven to be relevant in partitional (flat) clustering as well as image segmentation problems. However, in many computer v...
INFOVIS
2005
IEEE
14 years 2 months ago
2005
IEEE
In order to gain insight into multivariate data, complex structures must be analysed and understood. Parallel coordinates is an excellent tool for visualizing this type of data bu...
HICSS
2009
IEEE
14 years 3 months ago
2009
IEEE
Big data presents new challenges to both cluster infrastructure software and parallel application design. We present a set of software services and design principles for data inte...