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» Computing Envelopes in Four Dimensions with Applications
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TVCG
2012
184views Hardware» more  TVCG 2012»
11 years 7 months ago
Output-Sensitive Construction of Reeb Graphs
—The Reeb graph of a scalar function represents the evolution of the topology of its level sets. This paper describes a near-optimal output-sensitive algorithm for computing the ...
Harish Doraiswamy, Vijay Natarajan
SAC
2006
ACM
13 years 11 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

Source Code
579views
14 years 1 months ago
The CImg Library
The CImg Library is an open source, C++ toolkit for image processing, designed with these properties in mind : Usefulness CImg defines classes and methods to manage images in y...
David Tschumperlé
ENGL
2007
180views more  ENGL 2007»
13 years 5 months ago
Biological Data Mining for Genomic Clustering Using Unsupervised Neural Learning
— The paper aims at designing a scheme for automatic identification of a species from its genome sequence. A set of 64 three-tuple keywords is first generated using the four type...
Shreyas Sen, Seetharam Narasimhan, Amit Konar