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ICML
2007
IEEE
16 years 4 months ago
Best of both: a hybridized centroid-medoid clustering heuristic
Although each iteration of the popular kMeans clustering heuristic scales well to larger problem sizes, it often requires an unacceptably-high number of iterations to converge to ...
Nizar Grira, Michael E. Houle
ICASSP
2007
IEEE
15 years 10 months ago
A Novel Adaptive Crosstalk Cancellation using Psychoacoustic Model for 3D Audio
In rendering a virtual sound over two loudspeakers, adaptive inverse filtering is required for crosstalk cancellation. Although various adaptive algorithms have been proposed for...
Jun Jun Seong Kim, Sang-Gyun Kim, Chang D. Yoo
HUMO
2007
Springer
15 years 10 months ago
3D Hand Tracking in a Stochastic Approximation Setting
Abstract. This paper introduces a hand tracking system with a theoretical proof of convergence. The tracking system follows a model-based approach and uses image-based cues, namely...
Desmond Chik, Jochen Trumpf, Nicol N. Schraudolph
ISNN
2005
Springer
15 years 9 months ago
Enhanced Fuzzy Single Layer Perceptron
Abstract. In this paper, a method of improving the learning time and convergence rate is proposed to exploit the advantages of artificial neural networks and fuzzy theory to neuron...
Kwang-Baek Kim, Sungshin Kim, Young Hoon Joo, Am S...
AMAST
2004
Springer
15 years 7 months ago
Deductive Verification of Distributed Groupware Systems
Distributed groupware systems consist of a group of users manipulating a shared object (like a text document, a filesystem, etc). Operational Transformation (OT) algorithms are app...
Abdessamad Imine, Pascal Molli, Gérald Oste...