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Titlebook: Computer Information Systems and Industrial Management; 16th IFIP TC8 Intern Khalid Saeed,Władysław Homenda,Rituparna Chaki Conference proc

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Optimal Controlled Random Testsion especially for the multi-run tests with small number of iterations. The given tests can be applied for hardware and software testing but it seems they may be particularly interesting from the perspective of the effective detection of pattern sensitive faults in RAMs.
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Object Classification Using Sequences of Zernike Momentsffiliation to the class is decided with the MSE criterion calculated for the object’s Zernike moments sequence and the reference Zernike moments sequence of the class. The method is tested using grayscale images of handwritten digits and microscopic sections.
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NMF in Screening Some Spirometric Data, an Insight into 12-Dimensional Data Space12-dimensional data using heatmaps and Kohonen’s self-organizing maps..The data set can be reconstructed with a 0.9746 accuracy (fraction of explained variance) from 6 base vectors provided by the NMF and using appropriate encoders provided also by the NMF; while 3 factors yield an 0.8573 fraction of explained variance.
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Khalid Saeed,Władysław Homenda,Rituparna ChakiIncludes supplementary material:
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Computer Information Systems and Industrial Management978-3-319-59105-6Series ISSN 0302-9743 Series E-ISSN 1611-3349
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https://doi.org/10.1007/b138816 as well as their application to the testing of both hardware and software systems are discussed. Available evidences suggest that high computational complexity is one of the main drawbacks of these methods. Therefore we propose a technique to overcome this problem. In the paper we propose the algor
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