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ICPR
2008
IEEE
16 years 28 days ago
A class-selective rejection scheme based on blockwise similarity of typicality degrees
Overlapping classes and outliers can significantly decrease a classifier performance. We adress here the problem of giving a classifier the ability to reject some patterns eith...
Hoel Le Capitaine, Carl Frélicot
GRC
2005
IEEE
16 years 3 days ago
Semantic based clustering of Web documents
Abstract. A new methodology that structures the semantics of a collection of documents into the geometry of a simplicial complex is developed. A simplicial complex is topologically...
Tsau Young Lin, I-Jen Chiang
BPM
2005
Springer
117views Business» more  BPM 2005»
16 years 1 days ago
Interoperability in Service-Based Communities
Interoperability is a multifaceted problem caused by issues surpassing those of technological incompatibilities. The real interoperability challenges are stemming from various sour...
Toni Ruokolainen, Lea Kutvonen
ICNC
2005
Springer
16 years 7 hour ago
Support Vector Based Prototype Selection Method for Nearest Neighbor Rules
The Support vector machines derive the class decision hyper planes from a few, selected prototypes, the support vectors (SVs) according to the principle of structure risk minimizat...
Yuangui Li, Zhonghui Hu, Yunze Cai, Weidong Zhang
ICDAR
2003
IEEE
15 years 11 months ago
Gabor Filter Based Multi-class Classifier for Scanned Document Images
When scanning documents with a large number of pages such as books, it is often feasible to provide a minimal number of training samples to personalize the system to compensate fo...
Huanfeng Ma, David S. Doermann