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» Formal Concepts of Learning Systems Validation in Use
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ML
1998
ACM
102views Machine Learning» more  ML 1998»
13 years 8 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
CAISE
2004
Springer
14 years 1 months ago
Goal-Driven Analysis of Process Model Validity
Business process modeling and design, which has attracted much attention in recent years, emphasizes mainly graphical representation, usually without an underlying theory. The lack...
Pnina Soffer, Yair Wand
FLAIRS
2004
13 years 9 months ago
The Power of Experience: On the Usefulness of Validation Knowledge
TURING Test technologies are promising ways to validate AI systems which may have no alternative way to indicate validity. Human experts (validators) are often too expensive to in...
Rainer Knauf, Setsuo Tsuruta, Kenichi Uehara, Taka...
RSP
2006
IEEE
125views Control Systems» more  RSP 2006»
14 years 2 months ago
Creation and Validation of Embedded Assertion Statecharts
This paper addresses the need to integrate formal assertions into the modeling, implementation, and testing of statechart based designs. The paper describes an iterative process f...
Doron Drusinsky, Man-tak Shing, Kadir Alpaslan Dem...
ATAL
2007
Springer
14 years 2 months ago
Multiagent learning in adaptive dynamic systems
Classically, an approach to the multiagent policy learning supposed that the agents, via interactions and/or by using preliminary knowledge about the reward functions of all playe...
Andriy Burkov, Brahim Chaib-draa