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ICANN
2007
Springer
16 years 3 days ago
Incremental and Decremental Learning for Linear Support Vector Machines
Abstract. We present a method to find the exact maximal margin hyperplane for linear Support Vector Machines when a new (existing) component is added (removed) to (from) the inner...
Enrique Romero, Ignacio Barrio, Lluís Belan...
ICANN
2007
Springer
16 years 3 days ago
Incremental One-Class Learning with Bounded Computational Complexity
Rowland R. Sillito, Robert B. Fisher
SAC
2005
ACM
15 years 11 months ago
Incremental rule learning based on example nearness from numerical data streams
Francisco J. Ferrer-Troyano, Jesús S. Aguil...
SAC
2005
ACM
15 years 11 months ago
Incremental profile learning based on a reinforcement method
Hamid Tebri, Mohand Boughanem, Claude Chrisment