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ICPR
2010
IEEE
13 years 11 months ago
Kernel on Graphs Based on Dictionary of Paths for Image Retrieval
Recent approaches of graph comparison consider graphs as sets of paths [6, 5]. Kernels on graphs are then computed from kernels on paths. A common strategy for graph retrieval is ...
Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, P...
SDM
2008
SIAM
114views Data Mining» more  SDM 2008»
13 years 9 months ago
Semi-Supervised Classification with Universum
The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...
Dan Zhang, Jingdong Wang, Fei Wang, Changshui Zhan...
SIGIR
2010
ACM
13 years 11 months ago
The impact of collection size on relevance and diversity
It has been observed that precision increases with collection size. One explanation could be that the redundancy of information increases, making it easier to find multiple docum...
Marijn Koolen, Jaap Kamps
INFOSCALE
2006
ACM
14 years 1 months ago
Query-driven document partitioning and collection selection
Diego Puppin, Fabrizio Silvestri, Domenico Laforen...