(2) With bigger f, GPU, which reveals the space complexity of the model, apparently decreases. This shows that focal decomposition method efficiently reduce the space complexity of FDNet without bringing distinct performance drop. (3) f is set to 5 in our main results in Table 5, however,...
This complexity is essentially determined by the number of paths that need to be updated as a result of the new sequence edge. Because we are only interested in the longest paths found so far, the number of updates equals V2 in the worst case. In most cases, the addition of a sequence...
Time series classification (TSC) is a form of machine learning where the features of the input vector are real valued and ordered. This scenario adds a layer of complexity to the problem, as important characteristics of the data can be missed by traditional algorithms. Over recent years, a ne...
aThe complexity of the NC receiver is equivalent to calculation of the inverse of Nt matrices with dimensions of Nr×i,i=1,2,…,Nt. It is noteworthy that the inverse of each matrix must be calculated Nc times (one time for each subcarrier). 北卡罗来纳接收器的复杂与Nt矩阵反面的演算是等...
Several schemes for correcting temperature and velocity measurements from moored current meters are tested on two moorings, one of which experienced large vertical excursions as the Gulf Stream meandered over it. The addition of two extr... AHEARNE,F J. - 《Science》 被引量: 3发表: 1985年 ...
Despite recent advances, the field still encounters major challenges, such as the complexity of behavior deconstruction and the high specificity of the existing solutions4,5. In this study we aim to provide a generalized tool that can be used broadly for a variety of data and coupled with ...
[ 12 ]. recently, dynamic bayesian networks have been proposed to model temporal gene expression and represent a promising direction. however, most of the current work in this area is limited to the analysis of a relatively small set of genes due to computational complexity [ 9 – 11 ]. ...
time complexity ofO(rlogm), whereris the number of timestamps between the requested start and end time. It achieves this by performing multiple single point slices for every overlapping timestamp. This approach results in multiple traversals of the tree for to slice a time interval. The ...
P. Butkovic, Regularity of matrices in min-algebra and its time-complexity, Discrete Appl. Math. 57 (1995) 121-132.Butkoviˇc P., Regularity of Matrices in Min-Algebra and its Time-Complexity, Proceeding Combinatorial Optimization, Oxford (1992)....
However, the physical properties of numerous materials of high practical significance are rendered by the viscoelastic rheological model because of the complexity of the two-dimensional viscoelastic differential constitutive relation. In literature, one can find works about the viscoelastic model, such as ...