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ATAL
2007
Springer
15 years 10 months ago
A framework for agent-based distributed machine learning and data mining
This paper proposes a framework for agent-based distributed machine learning and data mining based on (i) the exchange of meta-level descriptions of individual learning processes ...
Jan Tozicka, Michael Rovatsos, Michal Pechoucek
SPIN
2004
Springer
15 years 9 months ago
Validation of UML Models via a Mapping to Communicating Extended Timed Automata
Abstract. We present a technique and a tool for model-checking operational UML models based on a mapping of object oriented UML models into a framework of communicating extended ti...
Iulian Ober, Susanne Graf, Ileana Ober
ATAL
2008
Springer
15 years 5 months ago
Methods for complex single-mind architecture designs
The implementation of software systems with large numbers of heterogeneous components calls for a powerful design methodology. Although several such methodologies have been propos...
Kristinn R. Thórisson, Gudny Ragna Jonsdott...
SFP
2003
15 years 5 months ago
O'Camelot: adding objects to a resource-aware functional language
Abstract: We outline an object-oriented extension to Camelot, a functional language in the ML family designed for resource aware computation. Camelot is compiled for the Java Virtu...
Nicholas Wolverson, Kenneth MacKenzie
MICCAI
2008
Springer
16 years 4 months ago
Classification of Suspected Liver Metastases Using fMRI Images: A Machine Learning Approach
Abstract. This paper presents a machine-learning approach to the interactive classification of suspected liver metastases in fMRI images. The method uses fMRI-based statistical mod...
Moti Freiman, Yifat Edrei, Yehonatan Sela, Yitz...