منابع مشابه
Interpretable Structural Analysis of Traffic Matrix
Structural analysis is concerned with the decomposition of traffic matrix into basis vectors, which corresponds to temporal patterns. In general, the effectiveness of basis vectors is determined by the extent to which it approximates the current week as well as subsequent consecutive week traffic matrix, i.e., the basis vectors should be temporally stable. Principal component analysis (PCA) is ...
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Abstract The Internet traffic matrix plays a significant roll in network operation and management, therefore, the structural analysis of traffic matrix, which decomposes different traffic components of this high-dimensional traffic dataset, is quite valuable to some network applications. In this study, based on the Robust Principal Component Analysis (RPCA) theory, a novel traffic matrix struct...
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In this paper, the effect of angle between predictor and corrector surfaces on the structural analysis is investigated. Two objective functions are formulated based on this angle and also the load factor. Optimizing these functions, and using the structural equilibrium path’s geometry, lead to two new constraints for the nonlinear solver. Besides, one more formula is achieved, which was p...
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Atrial fibrillation (AF) is a common arrhythmia, affecting approximately 5% of the population older than 65 years; the arrhythmia is associated with significant morbidity and mortality, and it is challenging and often frustrating to treat (1,2). There is a tendency for AF to become chronic and more resistant to cardioversion with increasing duration of the arrhythmia (3). Although the details a...
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ژورنال
عنوان ژورنال: Journal of Mechanical Design
سال: 1982
ISSN: 0161-8458
DOI: 10.1115/1.3256379