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IJCNN
2000
IEEE
15 years 7 months ago
Incremental Active Learning with Bias Reduction
The problem of designing input signals for optimal generalization in supervised learning is called active learning. In many active learning methods devised so far, the bias of the...
Masashi Sugiyama, Hidemitsu Ogawa
SIGMOD
1995
ACM
116views Database» more  SIGMOD 1995»
15 years 6 months ago
Incremental Maintenance of Views with Duplicates
We study the problem of e cient maintenance of materialized views that may contain duplicates. This problem is particularly important when queries against such views involve aggre...
Timothy Griffin, Leonid Libkin
DAGM
2008
Springer
15 years 4 months ago
Simple Incremental One-Class Support Vector Classification
We introduce the OneClassMaxMinOver (OMMO) algorithm for the problem of one-class support vector classification. The algorithm is extremely simple and therefore a convenient choice...
Kai Labusch, Fabian Timm, Thomas Martinetz
GLOBECOM
2008
IEEE
15 years 9 months ago
Distributed Multi-Interface Multi-Channel Random Access
— The aggregate capacity of wireless ad-hoc networks can be substantially increased if each wireless node is equipped with multiple network interface cards (NICs) and each NIC op...
Amir Hamed Mohsenian Rad, Vincent W. S. Wong
AGP
2010
IEEE
15 years 8 months ago
Constraint Logic Programming
Constraint Logic Programming (CLP) is one of the most successful branches of Logic Programming; it attracts the interest of theoreticians and practitioners, and it is currently use...
Marco Gavanelli, Francesca Rossi