This new complexity metric describes the data structure complexity of operands in a program from a functional point of view. The computational methodology for the metric is presented. An empirical study is included to show the behavior of the new metric in relation to an existing set of ...
Assessing Dimensionality in Complex Data Structures: A Performance Comparison of DETECT and NOHARM Procedures The purpose of this study was to investigate the effect of complex structure on dimensionality assessment in compensatory and noncompensatory multidimensio... D Svetina,R Levy,J Gorin,... 被...
In nearly every instance, the animals’ performance exceeded levels that would be achieved by random sampling (Fig. 2a,b), and the probabilities of exceeding the limit and breaking the knapsack were uniformly low (Extended Data Fig. 2c). The performances on the first stimulus set were ...
1 and Supplementary Discussion 1) and whether it is stable in MD simulations driven by the potentials of ref. 18 (it is—see Extended Data Fig. 1). Fig. 1: HRMC yields a balanced model of ACC structure. a, The experimental Q-weighted X-ray total scattering function QFX(Q) is well ...
System design is about defining and building a system structure that is best suited to the tasks to be solved. Misguided system-design choices may lead to a highly complex architecture. In turn, this high complexity can make it impossible to implement important features such as ov...
However, the Global Innovation Index (GII) has garnered considerable attention, with various studies applying QCA to identify relationships among its components [48,49,52,53]. These studies, in addition to explaining the causal relationships that form GII´s internal structure [49], combine fsQCA...
In this dissertation we first review and motivate the use of Kolm... Evans, Scott Charles. - Rensselaer Polytechnic Institute. 被引量: 13发表: 2003年 Correction to 'Minimum Complexity Density Estimation' KOLMOGOROV COMPLEXITYMINIMUM DESCRIPTION-LENGTH CRITERIONUNIVERSAL DATA COMPRESSIONBOUNDS ON ...
A rapidly increasing number of publications have studied the role of complexity in reef ecosystems over the past four decades, with a concomitant increase in the diversity of methods used to quantify structure. Quantitative analyses of existing data indicate a strong negative relationship between ...
In this study, we consider the bipartite network of chess players and chess openings, that we built using games played on the online chess platform lichess.org15 with a Blitz time control (see Data section). We chose Blitz games since this format is the most played online. The Lichess ...
which looks only at individual pixel values. Instead, DE considers the underlying spatial image structure and pixel co-occurrence through the deldensity, which is based on gradient vectors in the image. Specifically, the two-dimensional probability density function (normalized joint histogram)\(p_{i...