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DSD
2004
IEEE
106views Hardware» more  DSD 2004»
15 years 7 months ago
Finite Precision Analysis of Support Vector Machine Classification in Logarithmic Number Systems
In this paper we present an analysis of the minimal hardware precision required to implement Support Vector Machine (SVM) classification within a Logarithmic Number System archite...
Faisal M. Khan, Mark G. Arnold, William M. Potteng...
SDM
2010
SIAM
181views Data Mining» more  SDM 2010»
15 years 4 months ago
Making k-means Even Faster
The k-means algorithm is widely used for clustering, compressing, and summarizing vector data. In this paper, we propose a new acceleration for exact k-means that gives the same a...
Greg Hamerly
117
Voted
ICVGIP
2008
15 years 4 months ago
Audio-Visual Person Authentication with Multiple Visualized-Speech Features and Multiple Face Profiles
We present an Audio-visual person authentication system which extracts several novel "VisualizedSpeech-Features" (VSF) from the spoken-password and multiple face profile...
Amitava Das, Ohil K. Manyam, Makarand Tapaswi
KDID
2004
134views Database» more  KDID 2004»
15 years 4 months ago
Theoretical Bounds on the Size of Condensed Representations
Abstract. Recent studies demonstrate the usefulness of condensed representations as a semantic compression technique for the frequent itemsets. Especially in inductive databases, c...
Nele Dexters, Toon Calders
105
Voted
VIP
2001
15 years 4 months ago
Enhancing Screen Teleconferencing with Streaming SIMD Extensions
It is often necessary to reduce storage and bandwidth requirements when recording or broadcasting a sequence of actions on a computer screen. These applications most commonly fall...
John G. Allen, Jesse S. Jin