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ICANN
2007
Springer
15 years 10 months ago
Boosting Unsupervised Competitive Learning Ensembles
Topology preserving mappings are great tools for data visualization and inspection in large datasets. This research presents a combination of several topology preserving mapping mo...
Emilio Corchado, Bruno Baruque, Hujun Yin
ISNN
2007
Springer
15 years 10 months ago
Extensions of Manifold Learning Algorithms in Kernel Feature Space
Manifold learning algorithms have been proven to be capable of discovering some nonlinear structures. However, it is hard for them to extend to test set directly. In this paper, a ...
Yaoliang Yu, Peng Guan, Liming Zhang
IWANN
2007
Springer
15 years 10 months ago
ViSOM Ensembles for Visualization and Classification
In this paper ensemble techniques have been applied in the frame of topology preserving mappings in two applications: classification and visualization. These techniques are applied...
Bruno Baruque, Emilio Corchado, Hujun Yin
124
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DATE
2006
IEEE
173views Hardware» more  DATE 2006»
15 years 10 months ago
3dID: a low-power, low-cost hand motion capture device
This paper presents a novel input device design for capturing gestures. The system is based on commodity components and combines accelerometers, gyroscopes and bend sensors. It is...
Michele Sama, Vincenzo Pacella, Elisabetta Farella...
HICSS
2006
IEEE
132views Biometrics» more  HICSS 2006»
15 years 10 months ago
Supporting the Module Sequencing Decision in the ERP Implementation Process
An important part of the Enterprise Resource Planning (ERP) system implementation process is the decision, which modules are implemented and in which order. We posit that the deci...
Petri Hallikainen, Harri Kimpimäki, Hannu Kiv...