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AINTEC
2007
Springer
16 years 10 days ago
Architecture of Satellite Internet for Asia-Wide Digital Communications
Abstract. This paper describes the network architecture of an Asiawide satellite Internet that considers the situations in developing regions. The design considerations for the arc...
Kotaro Kataoka, Achmad Husni Thamrin, Kenjiro Cho,...
EUROPAR
2006
Springer
15 years 9 months ago
Comparison of Different Methods for Next Location Prediction
Next location prediction anticipates a person's movement based on the history of previous sojourns. It is useful for proactive actions taken to assist the person in an ubiquit...
Jan Petzold, Faruk Bagci, Wolfgang Trumler, Theo U...
AAAI
2007
15 years 8 months ago
Clustering with Local and Global Regularization
Clustering is an old research topic in data mining and machine learning communities. Most of the traditional clustering methods can be categorized local or global ones. In this pa...
Fei Wang, Changshui Zhang, Tao Li
ESANN
2008
15 years 7 months ago
Phase transitions in Vector Quantization
Abstract. We study Winner-Takes-All and rank based Vector Quantization along the lines of the statistical physics of off-line learning. Typical behavior of the system is obtained w...
Aree Witoelar, Anarta Ghosh, Michael Biehl
ICPR
2010
IEEE
15 years 6 months ago
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and a Proposal of Algorithmic Workaround
Abstract—We point out a problem inherent in the optimization scheme of many popular feature selection methods. It follows from the implicit assumption that higher feature selecti...
Petr Somol, Jiri Grim, Pavel Pudil