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ICPR
2004
IEEE
16 years 3 months ago
Tangent Vector Kernels for Invariant Image Classification with SVMs
This paper presents an application of the general sample-to-object approach to the problem of invariant image classification. The approach results in defining new SVM kernels base...
Alexei Pozdnoukhov, Samy Bengio
117
Voted
IJIT
2004
15 years 4 months ago
An Improved Preprocessing for Biosonar Target Classification
An improved processing description to be employed in biosonar signal processing in a cochlea model is proposed and examined. It is compared to conventional models using a modified ...
Turgay Temel, John Hallam
165
Voted
ICDM
2009
IEEE
184views Data Mining» more  ICDM 2009»
15 years 14 days ago
Improved Multi Label Classification in Hierarchical Taxonomies
Hierarchical taxonomies are used to organize and retrieve information in many domains, especially those dealing with large and rapidly growing amounts of information. In many of t...
Kunal Punera, Suju Rajan
121
Voted
ICDAR
2005
IEEE
15 years 8 months ago
A Hierarchical Classifier Using New Support Vector Machine
A binary hierarchical classifier is proposed to solve the multi-class classification problem. We also require rejection of non-target inputs, which thus producing a very difficult...
Yu-Chiang Frank Wang, David Casasent
113
Voted
IJDMB
2006
86views more  IJDMB 2006»
15 years 2 months ago
Improving domain-based protein interaction prediction using biologically-significant negative dataset
: We propose a domain-based classification method to predict protein-protein interactions using probabilities of putative interacting domain pairs derived from both experimentally-...
Xiaoli Li, Soon-Heng Tan, See-Kiong Ng