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ICPR
2002
IEEE
16 years 10 days ago
Object Detection in Images: Run-Time Complexity and Parameter Selection of Support Vector Machines
In this paper we address two aspects related to the exploitation of Support Vector Machines (SVM) for classification in real application domains, such as the detection of objects ...
Nicola Ancona, Grazia Cicirelli, Ettore Stella, Ar...
KDD
2002
ACM
160views Data Mining» more  KDD 2002»
15 years 11 months ago
Scaling multi-class support vector machines using inter-class confusion
Support vector machines (SVMs) excel at two-class discriminative learning problems. They often outperform generative classifiers, especially those that use inaccurate generative m...
Shantanu Godbole, Sunita Sarawagi, Soumen Chakraba...
ACMSE
2009
ACM
15 years 5 months ago
Bit vector algorithms enabling high-speed and memory-efficient firewall blacklisting
In a world of increasing Internet connectivity coupled with increasing computer security risks, security conscious network applications implementing blacklisting technology are be...
J. Lane Thames, Randal Abler, David Keeling
IROS
2006
IEEE
136views Robotics» more  IROS 2006»
15 years 5 months ago
Panoramic View-Based Navigation in Outdoor Environments Based on Support Vector Learning
— This paper describes a panoramic view-based navigation in outdoor environments. We have been developing a two-phase navigation method. In the training phase, the robot acquires...
Hideo Morita, Michael Hild, Jun Miura, Yoshiaki Sh...
ESWS
2008
Springer
15 years 1 months ago
Improving Interoperability Using Query Interpretation in Semantic Vector Spaces
Abstract. In semantic web applications where query initiators and information providers do not necessarily share the same ontology, semantic interoperability generally relies on on...
Anthony Ventresque, Sylvie Cazalens, Philippe Lama...