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Marcos Faundez-Zanuy David A. Elizondo Miguel-Ángel Ferrer-Ballester Carlos M. Travieso-González 《Neural Processing Letters》2007,26(3):201-216
Biometric based systems for individual authentication are increasingly becoming indispensable for protecting life and property.
They provide ways for uniquely and reliably authenticating people, and are difficult to counterfeit. Biometric based authenticity
systems are currently used in governmental, commercial and public sectors. However, these systems can be expensive to put
in place and often impose physical constraint to the users. This paper introduces an inexpensive, powerful and easy to use
hand geometry based biometric person authentication system using neural networks. The proposed approach followed to construct
this system consists of an acquisition device, a pre-processing stage, and a neural network based classifier. One of the novelties
of this work comprises on the introduction of hand geometry’s related, position independent, feature extraction and identification
which can be useful in problems related to image processing and pattern recognition. Another novelty of this research comprises
on the use of error correction codes to enhance the level of performance of the neural network model. A dataset made of scanned
images of the right hand of fifty different people was created for this study. Identification rates and Detection Cost Function
(DCF) values obtained with the system were evaluated. Several strategies for coding the outputs of the neural networks were
studied. Experimental results show that, when using Error Correction Output Codes (ECOC), up to 100% identification rates and 0% DCF can be obtained. For comparison purposes, results are also given for the Support
Vector Machine method. 相似文献
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Efficient code development for improving execution performance in high-performance computing centers
Corral-García Javier Lemus-Prieto Felipe Pérez-Toledano Miguel-Ángel 《The Journal of supercomputing》2021,77(4):3261-3288
The Journal of Supercomputing - Thanks to high-performance computing (HPC), it is possible to solve all kinds of highly complex projects from multiple scientific disciplines that require... 相似文献
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Carlos Devece Daniel Palacios-Marqués Miguel-Ángel Galindo-Martín Carlos Llopis-Albert 《Information Systems Management》2017,34(3):250-264
ABSTRACTThis study, from the resource-based view, analyzes the different typologies of information systems (IS) strategy and their effects on firms’ innovation differentiation strategy and performance. Distinguishing between innovative and conservative IS strategy, results from the Spanish food industry show that an innovative IS strategy has a stronger direct effect on organizational performance, but that a conservative IS strategy can be a safer way to support the innovation differentiation strategy of firms. 相似文献
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María-Encarnación Andrés-Martínez Miguel-Ángel Gómez-Borja Juan-Antonio Mondéjar-Jiménez 《Electronic Commerce Research》2014,14(2):171-187
Research on consumer and market behavior related to prices has increased remarkably in recent years. Researchers have paid special attention to the effects of price perception in consumer purchasing processes. In this paper a model of antecedents and consequences of consumer price fairness perception in an online hotel booking setting is proposed. The results show that consumers use reference prices and are guided by their familiarity with online hotel bookings in determining price fairness. Moreover, when consumers perceive prices as fair, they show more confidence in the decisions made and are more satisfied with the price. However, there is no direct influence on loyalty, although this relationship appears indirectly through satisfaction with the price and confidence in the decision. 相似文献
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