1863 search results - page 55 / 373 » A supervised learning approach for imbalanced data sets |
145
Voted
VMV
2008
15 years 5 months ago
2008
While supervised learning approaches for 3D shape retrieval have been successfully used to incorporate human knowledge about object classes based on global shape features, the inc...
142
Voted
MLDM
2005
Springer
15 years 9 months ago
2005
Springer
In the context of large databases, data preparation takes a greater importance : instances and explanatory attributes have to be carefully selected. In supervised learning, instanc...
119
Voted
PRL
2006
15 years 3 months ago
2006
Data reduction plays an important role in machine learning and pattern recognition with a high-dimensional data. In real-world applications data usually exists with hybrid formats...
176
Voted
SDM
2012
SIAM
13 years 6 months ago
2012
SIAM
Objects linking with many other objects in an information network may imply various semantic relationships. Uncovering such knowledge is essential for role discovery, data cleanin...
138
Voted
AI
2002
Springer
15 years 3 months ago
2002
Springer
This article surveys three techniques for enhancing heuristic game-tree search pioneered in the author's Othello program Logistello, which dominated the computer Othello scen...