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ICNC
2005
Springer
15 years 6 months ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
CRV
2004
IEEE
146views Robotics» more  CRV 2004»
15 years 4 months ago
Estimating Camera Motion through a 3D Cluttered Scene
Previous methods for estimating the motion of an observer through a static scene require that image velocities can be measured. For the case of motion through a cluttered 3D scene...
Richard Mann, Michael S. Langer
112
Voted
ICONIP
2008
15 years 2 months ago
The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method
Abstract. The concept of Ensemble Learning has been shown to increase predictive power over single base learners. Given the bias-variancecovariance decomposition, diversity is char...
Alexandra Scherbart, Tim W. Nattkemper
84
Voted
ICIS
1997
15 years 2 months ago
An information company in Mexico: extending the resource-based view of the firm
This paper extends the resource-based view of the firm to a less developed country situation by challenging three boundary conditions associated with the theory: first, the theory...
Sirkka L. Jarvenpaa, Dorothy E. Leidner
82
Voted
ICASSP
2010
IEEE
15 years 1 months ago
Cyclic tempogram - A mid-level tempo representation for musicsignals
The extraction of local tempo and beat information from audio recordings constitutes a challenging task, particularly for music that reveals significant tempo variations. Further...
Peter Grosche, Meinnard Mueller, Frank Kurth