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» Some Notes on Applied Mathematics for Machine Learning
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ISPW
2006
IEEE
13 years 11 months ago
Ubiquitous Process Engineering: Applying Software Process Technology to Other Domains
Software engineering has learned a great deal about how to create clear and precise process definitions, and how to use them to improve final software products. This paper suggest...
Leon J. Osterweil
ASC
2011
13 years 20 days ago
A note on the learning automata based algorithms for adaptive parameter selection in PSO
: PSO, like many stochastic search methods, is very sensitive to efficient parameter setting such that modifying a single parameter may cause a considerable change in the result. I...
Ali B. Hashemi, Mohammad Reza Meybodi
MLDM
2007
Springer
13 years 12 months ago
Applying Frequent Sequence Mining to Identify Design Flaws in Enterprise Software Systems
In this paper we show how frequent sequence mining (FSM) can be applied to data produced by monitoring distributed enterprise applications. In particular we show how we applied FSM...
Trevor Parsons, John Murphy, Patrick O'Sullivan
ECML
2007
Springer
13 years 12 months ago
Conceptual Clustering Applied to Ontologies
Abstract. A clustering method is presented which can be applied to semantically annotated resources in the context of ontological knowledge bases. This method can be used to discov...
Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
MLCW
2005
Springer
13 years 11 months ago
Lessons Learned in the Challenge: Making Predictions and Scoring Them
In this paper we present lessons learned in the Evaluating Predictive Uncertainty Challenge. We describe the methods we used in regression challenges, including our winning method ...
Jukka Kohonen, Jukka Suomela