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AAAI
2006
15 years 8 months ago
Kernel Methods for Word Sense Disambiguation and Acronym Expansion
The scarcity of manually labeled data for supervised machine learning methods presents a significant limitation on their ability to acquire knowledge. The use of kernels in Suppor...
Mahesh Joshi, Ted Pedersen, Richard Maclin, Sergue...
SODA
2001
ACM
90views Algorithms» more  SODA 2001»
15 years 8 months ago
Internet packet filter management and rectangle geometry
We consider rule sets for internet packet routing and filtering, where each rule consists of a range of source addresses, a range of destination addresses, a priority, and an acti...
David Eppstein, S. Muthukrishnan
VIP
2001
15 years 8 months ago
Modelling and Design of VAML
Non-linear interactive access to video is very important in video information management. The term non-linear refers to that there are more than one video streams delivering to us...
Congrong Liu, Jesse S. Jin
JMLR
2008
84views more  JMLR 2008»
15 years 6 months ago
LIBLINEAR: A Library for Large Linear Classification
LIBLINEAR is an open source library for large-scale linear classification. It supports logistic regression and linear support vector machines. We provide easy-to-use command-line ...
Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-R...
TIT
2002
86views more  TIT 2002»
15 years 6 months ago
Lagrangian empirical design of variable-rate vector quantizers: consistency and convergence rates
Abstract--The Lagrangian formulation of variable-rate vector quantization is known to yield useful necessary conditions for quantizer optimality and generalized Lloyd algorithms fo...
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