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» Topic Distillation using Support Vector Data Description
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MM
2005
ACM
172views Multimedia» more  MM 2005»
14 years 1 months ago
Learning the semantics of multimedia queries and concepts from a small number of examples
In this paper we unify two supposedly distinct tasks in multimedia retrieval. One task involves answering queries with a few examples. The other involves learning models for seman...
Apostol Natsev, Milind R. Naphade, Jelena Tesic
JCP
2008
167views more  JCP 2008»
13 years 7 months ago
Accelerated Kernel CCA plus SVDD: A Three-stage Process for Improving Face Recognition
kernel canonical correlation analysis (KCCA) is a recently addressed supervised machine learning methods, which shows to be a powerful approach of extracting nonlinear features for...
Ming Li, Yuanhong Hao
DATE
2008
IEEE
133views Hardware» more  DATE 2008»
14 years 1 months ago
Memory Organization with Multi-Pattern Parallel Accesses
We propose an interleaved memory organization supporting multi-pattern parallel accesses in twodimensional (2D) addressing space. Our proposal targets computing systems with high ...
Arseni Vitkovski, Georgi Kuzmanov, Georgi Gaydadji...
KDD
2010
ACM
175views Data Mining» more  KDD 2010»
13 years 11 months ago
Learning with cost intervals
Existing cost-sensitive learning methods work with unequal misclassification cost that is given by domain knowledge and appears as precise values. In many real-world applications,...
Xu-Ying Liu, Zhi-Hua Zhou
MM
2004
ACM
130views Multimedia» more  MM 2004»
14 years 26 days ago
An approach to interactive media system for mobile devices
The interactive system which interacts human with computer has been recognized as one direction of computer development for a long time. For example, in cinema, a person gets info...
Eun-Seok Ryu, Chuck Yoo