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DAGSTUHL
2007
15 years 2 months ago
Relevance Matrices in LVQ
Abstract. We propose a new matrix learning scheme to extend Generalized Relevance Learning Vector Quantization (GRLVQ). By introducing a full matrix of relevance factors in the dis...
Petra Schneider
81
Voted
ESANN
2008
15 years 2 months ago
Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology
In this paper we present an original neighborhood mechanism for WTM self-organizing Kohonen map implemented in CMOS 0.18 m process. Proposed mechanism is an asynchronous circuit an...
Marta Kolasa, Rafal Dlugosz
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
101
Voted
HCI
2007
15 years 2 months ago
Development of Wide-Area Tracking System for Augmented Reality
In this study, two types of marker-based tracking systems for Augmented Reality were developed: a tracking system using line markers and a tracking system using circular markers. B...
Hirotake Ishii, Hidenori Fujino, Zhiqiang Bian, To...
63
Voted
IMECS
2007
15 years 2 months ago
A Novel High Speed Chinese Abacus Multiplier
—In this paper, a novel Chinese abacus multiplier is presented. The architecture of a 4-bit multiplier is demonstrated. The simulation results of our work are compared with the 4...
Yi-Chieh Lin, Chien-Hung Lin, Zi-Yi Zhao, Yu-Zhi X...