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ICPR
2010
IEEE
15 years 2 months ago
Adaptive Incremental Learning with an Ensemble of Support Vector Machines
The incremental updating of classifiers implies that their internal parameter values can vary according to incoming data. As a result, in order to achieve high performance, incre...
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
169
Voted
AAIP
2009
15 years 2 months ago
Incremental Learning in Inductive Programming
Inductive programming systems characteristically exhibit an exponential explosion in search time as one increases the size of the programs to be generated. As a way of overcoming ...
Robert Henderson
118
Voted
ICONIP
2008
15 years 3 months ago
A Vector Quantization Approach for Life-Long Learning of Categories
We present a category learning vector quantization (cLVQ) approach for incremental and life-long learning of multiple visual categories where we focus on approaching the stability-...
Stephan Kirstein, Heiko Wersing, Horst-Michael Gro...
GECCO
2008
Springer
145views Optimization» more  GECCO 2008»
15 years 2 months ago
Towards incremental social learning in optimization and multiagent systems
Social learning is a mechanism that allows individuals to acquire knowledge from others without incurring the costs of acquiring it individually. Individuals that learn socially c...
Marco Antonio Montes de Oca, Thomas Stützle
60
Voted
JACIII
2007
46views more  JACIII 2007»
15 years 1 months ago
An Incremental Neural Network for Online Supervised Learning and Topology Learning
Youki Kamiya, Shen Furao, Osamu Hasegawa