Jensen–Shannon divergence (JSD)horizontal visibility graph (HVG)time series irreversibilityKullback–Leibler divergence (KLD)complex time seriesIn this paper, we propose Jensen–Shannon divergence (JSD) based on horizontal visibility graph (HVG) to measure the time series irreversibility for both ...
关键词: Complex networks Jensen–Shannon divergence Statistical complexity DOI: 10.1209/0295-5075/88/68007 被引量: 12 年份: 2009 收藏 引用 批量引用 报错 分享 全部来源 免费下载 求助全文 全文购买 IOP (全网免费下载) IOP 国家科技图书文献中心 (权威机构) 掌桥科研 dx.doi.org 查看更多 相似文献 ...
Based on this distribution, they calculated the Shannon Entropy and the Statistical Complexity. For the evaluation of the disequilibrium, they used the Jensen-Shannon divergence between the actual network and random networks and used the last as a reference model. To obtain this divergence it is ...
Probability Distributions: Jensen-Shannon and Kullback-Leibler Divergences #include <simsimd/simsimd.h> int main() { simsimd_f64_t f64s[1536]; simsimd_f32_t f32s[1536]; simsimd_f16_t f16s[1536]; simsimd_distance_t distance; // Jensen-Shannon divergence between two vectors simsimd_js...
#include <simsimd/simsimd.h> int main() { simsimd_f64_t f64s[1536]; simsimd_f32_t f32s[1536]; simsimd_f16_t f16s[1536]; simsimd_distance_t distance; // Jensen-Shannon divergence between two vectors simsimd_js_f16(f16s, f16s, 1536, &distance); simsimd_js_f32(f32s, f32s...
The first form, which is equivalent to minimizing the Jensen-Shannon Divergence (JSD) between the generated distribution and the real distribution under the optimal discriminator, faces the gradient vanishing problem, Due to the discontinuity of the JSD and the difficulty in generating a random ...
While the deep relationships between thecrapaudsubfamilies are unresolved, there seems to be two patterns of divergence: one is the ladder-like evolution of the LTR2-LTR7-LTR12 clade with subfamilies evolving from other subfamilies, and the other is star-like, where subfamilies have a single...
Bottom panel, organization of predicted orthologs and paralogs in the human (top) and mouse (bottom) ZNF gene family region, according to Shannon et al. (18). Recruitment of PRMT5 to the Aldolase A Promoter In a previous report we found, using ChIP and co-transfection assays, that the ...
This divergence, that is a measure of (dis)similarity, is shown to be maximum when the two original networks are isomorphic60. The square root of quantum Jensen–Shannon divergence has the nice property of defining a metric, allowing one to define a distance between networks. If ρ and σ ...
Complex & Intelligent Systems is an open access journal that focuses on the cross-fertilization of complex systems, computational simulation, and intelligent ...