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NPL
2000
135views more  NPL 2000»
15 years 4 months ago
Towards the Optimal Learning Rate for Backpropagation
A backpropagation learning algorithm for feedforward neural networks with an adaptive learning rate is derived. The algorithm is based upon minimising the instantaneous output erro...
Danilo P. Mandic, Jonathon A. Chambers
175
Voted
ICASSP
2011
IEEE
14 years 8 months ago
Image compression using learned dictionaries by RLS-DLA and compared with K-SVD
The recently presented recursive least squares dictionary learning algorithm (RLS-DLA) is tested in a general image compression application. Dictionaries are learned in the pixel ...
Karl Skretting, Kjersti Engan
ICALT
2009
IEEE
15 years 2 months ago
Applying Learning Styles to SCORM Compliant Courses
This paper proposes a general framework to develop SCORM compliant courses that provide adaptation according to user learning style. The SCORM standard as well as some of the most...
Ioannis Kazanidis, Maya Satratzemi
WWW
2005
ACM
16 years 5 months ago
Multi-step media adaptation: implementation of a knowledge-based engine
Continuing changes in the domains of consumer devices and multimedia formats demand for a new approach to media adaptation. The publication of customized content on a device requi...
Peter Soetens, Matthias De Geyter
210
Voted
ICCBR
2010
Springer
15 years 8 months ago
An Algorithm for Adapting Cases Represented in an Expressive Description Logic
Abstract. This paper presents an algorithm of adaptation for a case-based reasoning system with cases and domain knowledge represented in the expressive description logic ALC. The ...
Julien Cojan, Jean Lieber