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Selecting representative cases by generalization capability
SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483), 2004Case-base maintenance in Case-Based Reasoning (CBR) Systems is an important issue. If the case base is too large, it may include many redundant cases which will affect the solution accuracy. Therefore, removing redundant cases is a n important issue in CBR systems.
Eric C. C. Tsang, Xi-Zhao Wang
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Social Entrepreneurship for the Generation of Networking Capabilities
2011Supporting networks within and between entrepreneurial companies to facilitate knowledge and innovation diffusion and to drive industrial change and economic growth are important for all countries. In less developed countries, despite a higher proportion of necessity based entrepreneurial firms relative to opportunity based entrepreneurial firms ...
Dewick, P, Hernandez, I
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Improving Generalization Capabilities of Dynamic Neural Networks
Neural Computation, 2004This work addresses the problem of improving the generalization capabilities of continuous recurrent neural networks. The learning task is transformed into an optimal control framework in which the weights and the initial network state are treated as unknown controls. A new learning algorithm based on a variational formulation of Pontrayagin's maximum
Miroslaw Galicki +3 more
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Is Time-Sharing a General Capability?
Proceedings of the Human Factors Society Annual Meeting, 1979The time-sharing ability of 18 students was measured under 8 separate dual-task conditions. Three distinct task characteristics were systematically varied across conditions in an effort to manipulate the nature of the specific time-sharing demands imposed.
Harold L. Hawkins +2 more
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Determination of Reserve-Generating Capability
Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems, 1958The following is a summary of the main problems to which the methods discussed have been applied and of points of special interest in connection with these problems: 1. Determination of the magnitude of required reserve in the planning of system additions to meet future load requirements.
Herman Halperin, H. A. Adler
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Generalization and Approximation Capabilities of Multilayer Networks
Neural Computation, 1993This paper develops a theory for constructing 3-layered networks. The theory allows one to specify a finite discrete set of training data and a network structure (minimum intermediate units, synaptic weights and biases) that generalizes and approximates any given continuous mapping between sets of contours on a plane within any given permissible error.
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A simple network capable of inductive generalization
Proceedings of the Royal Society of London. Series B. Biological Sciences, 1972Abstract Various networks have been described which will function as content addressable memories; when given an incomplete description of a stored item they will supply those features of the item which are missing from the description.
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On Generalized Quality Capability Index
Calcutta Statistical Association Bulletin, 2013Abtsrcat A Generalized Process Capability Index, defined as the ratio of proportion of specification conformance (or, process yield) to proportion of desired (or, natural) conformance, has been developed by Maiti et al.(2010). Almost all the process capabilities defined in the literature are directly or indirectly associated with this
Sudhansu S. Maiti, Mahendra Saha
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Training as a generator of employee capabilities
The International Journal of Human Resource Management, 2012In the current global economic environment, companies aiming to obtain lasting competitive advantages must be aware of those abilities that differentiate the company from its competitors. In this sense, personnel training may stimulate the development of certain capabilities related to the company's human resources, which could support this ...
María Dolores Vidal-Salazar +2 more
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On Generalizing Process Capability Indices
Quality Technology & Quantitative Management, 2010AbstractA generalized process capability index, defined as the ratio of proportion of specification conformance (or, process yield) to proportion of desired (or, natural) conformance, has been developed. Almost all the process capabilities defined in the literature are directly or indirectly associated with this generalized index. Normal as well as non-
Sudhansu S. Maiti +2 more
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