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» Modelling Adaptive Systems in ForSyDe
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ML
1998
ACM
102views Machine Learning» more  ML 1998»
13 years 9 months ago
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
Renato Vicente, Osame Kinouchi, Nestor Caticha
MVA
2002
106views Computer Vision» more  MVA 2002»
13 years 9 months ago
A Functionally-Distributed Hand Tracking Method for Wearable Visual Interfaces and Its Applications
This paper describes a Functionally-Distributed (FD) hand tracking method for hand-gesture-based wearable visual interfaces. The method is an extension of the Distributed Monte Ca...
Takeshi Kurata, Takekazu Kato, Masakatsu Kourogi, ...
IFIP12
2009
13 years 7 months ago
Learning Rules from User Behaviour
Pervasive computing requires infrastructures that adapt to changes in user behaviour while minimising user interactions. Policy-based approaches have been proposed as a means of pr...
Domenico Corapi, Oliver Ray, Alessandra Russo, Aro...
IEEEPACT
2009
IEEE
14 years 4 months ago
Flextream: Adaptive Compilation of Streaming Applications for Heterogeneous Architectures
Increasing demand for performance and efficiency has driven the computer industry toward multicore systems. These systems have become the industry standard in almost all segments...
Amir Hormati, Yoonseo Choi, Manjunath Kudlur, Rodr...
EICS
2009
ACM
14 years 2 months ago
Adapting ubicomp software and its evaluation
We describe work in progress on tools and infrastructure to support adaptive component-based software for mobile devices— in our case, Apple iPhones. Our high level aim is ‘de...
Malcolm Hall, Marek Bell, Alistair Morrison, Stuar...