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Adaptive rule monitoring system
Proceedings of the 1st International Workshop on Software Engineering for Cognitive Services, 2018Rule-based techniques are gaining importance with their ability to augment large scale data processing systems. However, there still remain key challenges amongst current rule-based techniques, including rule monitoring, adapting and evaluation. Among these challenges, monitoring the precision of rules is highly important as it enables analysts to ...
Alireza Tabebordbar, Amin Beheshti
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On Retention of Adaptation Rules
2014The difficulty of acquiring case adaptation knowledge is a classic problem for case-based reasoning (CBR). One method for addressing this problem is to use the cases in the case base as data from which to learn adaptation rules. For numeric prediction tasks, adaptation rules have been successfully learned from the case base by using the case difference
Vahid Jalali, David Leake
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Modularity and the Rule of Adaptation
2004This paper presents a new rule for reasoning about method calls in object-oriented programs. It is an adaptation of Hoare’s rule of adaptation to the object-oriented paradigm, which takes both the write effects and the creational effects of a method into account. The new rule contributes in various ways to the modularity of the specification.
Pierik, C., de Boer, F.S.
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Adaptive FCC+ rules for oscillatory integrals
Journal of Computational and Applied Mathematics, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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On Combining Case Adaptation Rules
2019The case adaptation process in case-based reasoning is often modeled as having two steps: enumerating differences between a new problem and the problem part of a retrieved case and then applying an adaptation rule for each difference. This model is sufficient when (1) predefined adaptation rules exist for all differences the system encounters, and (2 ...
David Leake, Xiaomeng Ye
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The Rule of Sustainability and Planning Adaptivity
AMBIO: A Journal of the Human Environment, 2005This article confronts present main stream planning approaches against the perspective of ecological sustainability, as relevant for Rule of Law countries and based on a modern environmental law approach. It discusses the setting and implementation of environmental goals against the general experience of massive implementation deficits regarding ...
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Calculating sharp adaptation rules
Information Processing Letters, 2001zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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A Framework for Rule-Based Dynamic Adaptation
2010We propose a new approach to dynamic adaptation, based on the combination of adaptation hooks provided by the adaptable application specifying where adaptation can happen, and adaptation rules external to the application, specifying when and how adaptation can be performed.
Ivan Lanese +2 more
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Adaptive quadrature rules for Galerkin BEM
Computers & Mathematics with Applications, 2022zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Adaptive Rule Adaptation in Unstructured and Dynamic Environments
2019Rule-based systems have been used to augment machine learning based algorithms for annotating data in unstructured and dynamic environments. Rules can alleviate many of shortcomings inherent in pure algorithmic approaches. Rule adaptation is a challenging and error-prone task: in a rule-based system, there is a need for an analyst to adapt rules in ...
Alireza Tabebordbar +3 more
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