Research output per year
Research output per year
Lin Han*, Luca Rossi, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
Research output: Chapter in Book/Published conference output › Conference publication
In this paper we propose a prototype size selection method for a set of sample graphs. Our first contribution is to show how approximate set coding can be extended from the vector to graph domain. With this framework to hand we show how prototype selection can be posed as optimizing the mutual information between two partitioned sets of sample graphs. We show how the resulting method can be used for prototype graph size selection. In our experiments, we apply our method to a real-world dataset and investigate its performance on prototype size selection tasks.
Original language | English |
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Title of host publication | Structural, Syntactic, and Statistical Pattern Recognition |
Subtitle of host publication | joint IAPR international workshop, SSPR&SPR 2012, Hiroshima, Japan, November 7-9, 2012. Proceedings |
Editors | Georgy Gimel’farb, Edwin Hancock, Atsushi Imiya, et al |
Place of Publication | Berlin (DE) |
Publisher | Springer |
Pages | 33-41 |
Number of pages | 9 |
ISBN (Electronic) | 978-3-642-34166-3 |
ISBN (Print) | 978-3-642-34165-6 |
DOIs | |
Publication status | Published - 2012 |
Event | Joint IAPR international workshops on Structural and Syntactic Pattern Recognition and Statistical techniques in Pattern Recognition 2012 - Hiroshima, Japan Duration: 7 Nov 2012 → 9 Nov 2012 |
Name | Lecture notes in computer science |
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Publisher | Springer |
Volume | 7626 |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Workshop | Joint IAPR international workshops on Structural and Syntactic Pattern Recognition and Statistical techniques in Pattern Recognition 2012 |
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Abbreviated title | SSPR 2012 / SPR 2012 |
Country/Territory | Japan |
City | Hiroshima |
Period | 7/11/12 → 9/11/12 |
Research output: Chapter in Book/Published conference output › Conference publication