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» A Formal Model for Process Context Learning
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ICANN
2003
Springer
13 years 11 months ago
Formal Determination of Context in Contextual Recursive Cascade Correlation Networks
We consider the Contextual Recursive Cascade Correlation model (CRCC), a model able to learn contextual mappings in structured domains. We propose a formal characterization of the ...
Alessio Micheli, Diego Sona, Alessandro Sperduti
COLT
2004
Springer
13 years 11 months ago
Replacing Limit Learners with Equally Powerful One-Shot Query Learners
Different formal learning models address different aspects of human learning. Below we compare Gold-style learning—interpreting learning as a limiting process in which the lear...
Steffen Lange, Sandra Zilles
CAISE
2007
Springer
13 years 10 months ago
Formalization and Verification of EPCs with OR-Joins Based on State and Context
The semantics of the OR-join in business process modeling languages like EPCs or YAWL have been discussed for a while. Still, the existing solutions suffer from at least one of two...
Jan Mendling, Wil M. P. van der Aalst
ECTEL
2006
Springer
13 years 10 months ago
A Formal Model of Learning Object Metadata
In this paper, we introduce a new, formal model of learning object metadata. The model enables more formal, rigorous reasoning over metadata. An important feature of the model is t...
Kris Cardinaels, Erik Duval, Henk J. Olivié
ICRA
2007
IEEE
189views Robotics» more  ICRA 2007»
14 years 17 days ago
Context Estimation and Learning Control through Latent Variable Extraction: From discrete to continuous contexts
— Recent advances in machine learning and adaptive motor control have enabled efficient techniques for online learning of stationary plant dynamics and it’s use for robust pre...
Georgios Petkos, Sethu Vijayakumar