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» Stability of Feature Selection Algorithms
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ICC
2000
IEEE
123views Communications» more  ICC 2000»
15 years 7 months ago
A Per-Flow Based Node Architecture for Integrated Services Packet Networks
As the Internet transforms from the traditional best-effort service network into QoS-capable multi-service network, it is essential to have new architectural design and appropriate...
Dapeng Wu, Yiwei Thomas Hou, Takeo Hamada, Zhi-Li ...
IPCV
2008
15 years 4 months ago
Neonatal Facial Pain Detection Using NNSOA and LSVM
- We report classification experiments using the pilot Infant COPE database of neonatal facial expressions. Two sets of DCT coeffiecents were used to train a neural network simulta...
Sheryl Brahnam, Loris Nanni, Randall S. Sexton
SDM
2008
SIAM
165views Data Mining» more  SDM 2008»
15 years 4 months ago
On the Dangers of Cross-Validation. An Experimental Evaluation
Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...
R. Bharat Rao, Glenn Fung
IROS
2009
IEEE
187views Robotics» more  IROS 2009»
15 years 9 months ago
Compliant quadruped locomotion over rough terrain
— Many critical elements for statically stable walking for legged robots have been known for a long time, including stability criteria based on support polygons, good foothold se...
Jonas Buchli, Mrinal Kalakrishnan, Michael Mistry,...
KDD
2005
ACM
177views Data Mining» more  KDD 2005»
15 years 8 months ago
Combining partitions by probabilistic label aggregation
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
Tilman Lange, Joachim M. Buhmann