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NN
2006
Springer
108views Neural Networks» more  NN 2006»
13 years 7 months ago
Performance analysis of LVQ algorithms: A statistical physics approach
Learning vector quantization (LVQ) constitutes a powerful and intuitive method for adaptive nearest prototype classification. However, original LVQ has been introduced based on he...
Anarta Ghosh, Michael Biehl, Barbara Hammer
ICASSP
2011
IEEE
12 years 11 months ago
The least-mean-magnitude-phase algorithm with applications to communications systems
This paper presents the least-mean-magnitude-phase (LMMP) algorithm for adaptive signal processing of complex-valued signals. The algorithm employs a decomposition of the meansqua...
Scott C. Douglas, Danilo P. Mandic
DSVIS
2006
Springer
13 years 11 months ago
Rapid User-Centred Evaluation for Context-Aware Systems
This paper describes a platform for the user-centred design and evaluation of adaptive, context-aware services in the wireless, mobile and pervasive computing markets. It focuses o...
Eleanor O'Neill, David Lewis, Kris McGlinn, Simon ...
TRIDENTCOM
2005
IEEE
14 years 1 months ago
A Testbed for Evaluating Human Interaction with Ubiquitous Computing Environments
Core to ubiquitous computing environments are adaptive software systems that adapt their behavior to the context in which the user is attempting the task the system aims to suppor...
Eleanor O'Neill, Martin Klepal, David Lewis, Tony ...
CEC
2003
IEEE
12 years 1 months ago
Self Adaptive Island GA
Exploration efficiency of GAs largely depends on parameter values. But, it is hard to manually adjust these values. To cope with this problem, several adaptive GAs which automatica...
Takashima, E.,Murata, Y., Shibata, N., Ito, M.