RAPDOR: Using Jensen-Shannon Distance for the computational analysis of complex proteomics datasets
Sign Up to like & getrecommendations! Published in 2024 at "Nature Communications"
DOI: 10.1038/s41467-025-64086-7
Abstract: The computational analysis of large proteomics datasets, such as those from gradient profiling or spatially resolved proteomics, is often as crucial as the experimental design. We present RAPDOR, a tool for intuitive analyzing and visualizing… read more here.
Keywords: shannon distance; analysis; jensen shannon; computational analysis ... See more keywords
Hyperlink prediction via local random walks and Jensen–Shannon divergence
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Statistical Mechanics: Theory and Experiment"
DOI: 10.1088/1742-5468/acc31e
Abstract: Many real-world systems involving higher-order interactions can be modeled by hypergraphs, where vertices represent the systemic units and hyperedges describe the interactions among them. In this paper, we focus on the problem of hyperlink prediction… read more here.
Keywords: random walks; local random; hyperlink prediction; prediction ... See more keywords
A Novel Hybrid Method to Detect Arrival Times of Elastic Waves With Low SNR Based on Jensen–Shannon Divergence and Cumulative Sum Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3212529
Abstract: Arrival-time detection is one fundamental step in the time of arrival (TOA) based localization for elastic wave signals in acoustic emission (AE), ultrasonic, and seismic localization systems. The precise TOA picking is of great importance… read more here.
Keywords: based jensen; toa; arrival times; jensen shannon ... See more keywords
On a Variational Definition for the Jensen-Shannon Symmetrization of Distances Based on the Information Radius
Sign Up to like & getrecommendations! Published in 2021 at "Entropy"
DOI: 10.3390/e23040464
Abstract: We generalize the Jensen-Shannon divergence and the Jensen-Shannon diversity index by considering a variational definition with respect to a generic mean, thereby extending the notion of Sibson’s information radius. The variational definition applies to any… read more here.
Keywords: variational definition; information; jensen; jensen shannon ... See more keywords
A Skew Logistic Distribution for Modelling COVID-19 Waves and Its Evaluation Using the Empirical Survival Jensen–Shannon Divergence
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DOI: 10.3390/e24050600
Abstract: A novel yet simple extension of the symmetric logistic distribution is proposed by introducing a skewness parameter. It is shown how the three parameters of the ensuing skew logistic distribution may be estimated using maximum… read more here.
Keywords: skew logistic; logistic distribution; survival jensen; empirical survival ... See more keywords
Two Types of Geometric Jensen–Shannon Divergences
Sign Up to like & getrecommendations! Published in 2025 at "Entropy"
DOI: 10.3390/e27090947
Abstract: The geometric Jensen–Shannon divergence (G-JSD) has gained popularity in machine learning and information sciences thanks to its closed-form expression between Gaussian distributions. In this work, we introduce an alternative definition of the geometric Jensen–Shannon divergence… read more here.
Keywords: two types; geometric jensen; divergence; jensen shannon ... See more keywords