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IJCAI
2007
13 years 10 months ago
Kernel Conjugate Gradient for Fast Kernel Machines
We propose a novel variant of the conjugate gradient algorithm, Kernel Conjugate Gradient (KCG), designed to speed up learning for kernel machines with differentiable loss functio...
Nathan D. Ratliff, J. Andrew Bagnell
CANDC
2009
ACM
14 years 3 months ago
Musicomputation: teaching computer science to teenage musicians
While algorithms have existed in math, music and other fields for over one thousand years, the use of algorithms to solve problems has become easier than ever before due to the a...
Adam L. Meyers, Marilyn C. Cole, Evan Korth, Sam P...
CORR
2010
Springer
175views Education» more  CORR 2010»
13 years 9 months ago
Detecting Security threats in the Router using Computational Intelligence
Information security is an issue of global concern. As the Internet is delivering great convenience and benefits to the modern society, the rapidly increasing connectivity and acc...
J. Visumathi, K. L. Shunmuganathan
KDD
1997
ACM
109views Data Mining» more  KDD 1997»
14 years 1 months ago
Beyond Concise and Colorful: Learning Intelligible Rules
A variety of techniques from statistics, signal processing, pattern recognition, machine learning, and neural networks have been proposed to understand data by discovering useful ...
Michael J. Pazzani, Subramani Mani, William Rodman...
ISVC
2010
Springer
13 years 7 months ago
Automatic Learning of Gesture Recognition Model Using SOM and SVM
In this paper, we propose an automatic learning method for gesture recognition. We combine two different pattern recognition techniques: the SelfOrganizing Map (SOM) and Support Ve...
Masaki Oshita, Takefumi Matsunaga