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ICDM
2009
IEEE
154views Data Mining» more  ICDM 2009»
13 years 8 months ago
GSML: A Unified Framework for Sparse Metric Learning
There has been significant recent interest in sparse metric learning (SML) in which we simultaneously learn both a good distance metric and a low-dimensional representation. Unfor...
Kaizhu Huang, Yiming Ying, Colin Campbell
HICSS
2007
IEEE
135views Biometrics» more  HICSS 2007»
14 years 5 months ago
Framework for Establishing Enterprise Modeling in the Context of Collaborative Enterprises
Increased market dynamics, shorter product lifecycles and a higher customer involvement in product design have caused great changes to competitive conditions and many companies ar...
Thomas Knothe, Timo Kahl, Dieter Boell, Kristof Sc...
ERCIMDL
2005
Springer
109views Education» more  ERCIMDL 2005»
14 years 4 months ago
MedioVis - A User-Centred Library Metadata Browser
MedioVis is a visual information seeking system which was designed especially for library data. The objective target was to create a system which simplifies and optimizes the user...
Christian Grün, Jens Gerken, Hans-Christian J...
SAC
2006
ACM
14 years 4 months ago
The impact of sample reduction on PCA-based feature extraction for supervised learning
“The curse of dimensionality” is pertinent to many learning algorithms, and it denotes the drastic raise of computational complexity and classification error in high dimension...
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
SIGMOD
1999
ACM
181views Database» more  SIGMOD 1999»
14 years 3 months ago
Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets
Computing multidimensional aggregates in high dimensions is a performance bottleneck for many OLAP applications. Obtaining the exact answer to an aggregation query can be prohibit...
Jeffrey Scott Vitter, Min Wang