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ML
1998
ACM
102views Machine Learning» more  ML 1998»
13 years 7 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
STTT
2010
126views more  STTT 2010»
13 years 6 months ago
Towards an industrial grade IVE for Java and next generation research platform for JML
Tool support for the Java Modeling Language (JML) is a very pressing problem. A main issue with current tools is their architecture: the cost of keeping up with the evolution of Ja...
Patrice Chalin, Robby, Perry R. James, Jooyong Lee...
ICSE
2009
IEEE-ACM
13 years 5 months ago
Towards an assume-guarantee theory for adaptable systems
Modern software systems should be more and more designed with adaptation and run-time evolution in mind. But even with good reactions to changes, the triggered adaptation should b...
Paola Inverardi, Patrizio Pelliccione, Massimo Tiv...
PODC
1999
ACM
13 years 12 months ago
Dynamically Configurable Distributed Objects
The dynamically configurable distributed object (DCDO) model helps enable object evolution and facilitate the development of distributed objects from multiple independent implemen...
Michael J. Lewis, Andrew S. Grimshaw
ECAL
1999
Springer
13 years 12 months ago
A Generic Neutral Model for Quantitative Comparison of Genotypic Evolutionary Activity
We use a new general-purpose model of neutral evolution of genotypes to make quantitative comparisons of diversity and adaptive evolutionary activity as a function of mutation rate...
Andreas Rechtsteiner, Mark A. Bedau