A new approach to multiple class pattern classification with random matrices.
Wang, Dong Q., Zhang, Mengjie (2005)
Journal of Applied Mathematics and Decision Sciences
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Wang, Dong Q., Zhang, Mengjie (2005)
Journal of Applied Mathematics and Decision Sciences
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Ján Hefty, Ľubomíra Gerhátová (2011)
Acta Universitatis Palackianae Olomucensis. Facultas Rerum Naturalium. Mathematica
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The local, regional and global geodetic networks are recently almost exclusively observed by satellite radionavigation methods, such as the U.S. Global Positioning System (GPS), and the Russian navigation system GLONASS. The unprecedented accuracy of geodetic satellite positioning allows determination of the geocentric site coordinates at millimetre level. The paper points to complex adjustment model applied for combination of 3D coordinates observed in permanent and epoch-wise satellite...
Yee Chin Wong, Malur K. Sundareshan (1999)
Kybernetika
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One of the major applications for which neural network-based methods are being successfully employed is in the design of intelligent integrated processing architectures that efficiently implement sensor fusion operations. In this paper we shall present a novel scheme for developing fused decisions for surveillance and tracking in typical multi-sensor environments characterized by the disparity in the data streams arriving from various sensors. This scheme employs an integration of a...
Jaranowski, Piotr, Królak, Andrzej (2005)
Living Reviews in Relativity [electronic only]
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Günaydın, Kemal, Günaydın, Ayten (2008)
Mathematical Problems in Engineering
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Ewa Skubalska-Rafajłowicz (2008)
International Journal of Applied Mathematics and Computer Science
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The dimensionality and the amount of data that need to be processed when intensive data streams are observed grow rapidly together with the development of sensors arrays, CCD and CMOS cameras and other devices. The aim of this paper is to propose an approach to dimensionality reduction as a first stage of training RBF nets. As a vehicle for presenting the ideas, the problem of estimating multivariate probability densities is chosen. The linear projection method is briefly surveyed. Using...
Ewa Niewiadomska-Szynkiewicz (2012)
International Journal of Applied Mathematics and Computer Science
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Recent advances in technology have enabled the development of low cost, low power and multi functional wireless sensing devices. These devices are networked through setting up a Wireless Sensor Network (WSN). Sensors that form a WSN are expected to be remotely deployed in large numbers and to self-organize to perform distributed sensing and acting tasks. WSNs are growing rapidly in both size and complexity, and it is becoming increasingly difficult to develop and investigate such large...