prototype selection | Sciweavers

38

PR
2008

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A memetic algorithm for evolutionary prototype selection: A scaling up approach

13 years 11 months ago

Prototype selection problem consists of reducing the size of databases by removing samples that are considered noisy or not influential on nearest neighbour classification tasks. ...

Salvador García, José Ramón C...

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34

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PAA
2008

137views Distributed And Parallel Com...» more PAA 2008»

Prototype reduction using an artificial immune model

13 years 11 months ago

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Artificial immune system (AIS)-based pattern classification approach is relatively new in the field of pattern recognition. The study explores the potentiality of this paradigm in ...

Utpal Garain

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41

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CIKM
2008
Springer

159views Information Technology» more CIKM 2008»

A sparse gaussian processes classification framework for fast tag suggestions

14 years 1 months ago

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Tagged data is rapidly becoming more available on the World Wide Web. Web sites which populate tagging services offer a good way for Internet users to share their knowledge. An in...

Yang Song, Lu Zhang 0007, C. Lee Giles

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47

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ICDAR
2005
IEEE

120views Document Analysis» more ICDAR 2005»

Prototype Learning Methods for Online Handwriting Recognition

14 years 5 months ago

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In this paper, we study different methods for prototype selection for recognizing handwritten characters of Tamil script. In the first method, cumulative pairwise- distances of th...

B. S. Raghavendra, C. K. Narayanan, G. Sita, A. G....

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