Results 191 to 200 of about 582,597 (232)

Taxanorm: a novel taxa-specific normalization approach for microbiome data. [PDF]

open access: yesBMC Bioinformatics
Wang Z   +3 more
europepmc   +1 more source

Explainable Graph Spectral Clustering of text documents. [PDF]

open access: yesPLoS One
Starosta B   +5 more
europepmc   +1 more source

Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation

open access: closedIEEE Transactions on Neural Networks, 2008
This paper discusses the estimation and numerical calculation of the probability that the 0-norm and 1-norm solutions of underdetermined linear equations are equivalent in the case of sparse representation. First, we define the sparsity degree of a signal.
Shun-ichi Amari   +4 more
semanticscholar   +5 more sources
Some of the next articles are maybe not open access.

Solving inverse obstacle problems using inverse source, equivalence principles and sparsity promotion

2017 International Conference on Electromagnetics in Advanced Applications (ICEAA), 2017
This paper introduces a new linear approach for the solution of inverse obstacles problem in case of both penetrable and impenetrable objects. The approach takes advantage from the equivalence principles and from sparsity based regularizations. In particular, thank to the fact that for both high conductivity and dielectric scatterers, induced and ...
Tommaso Isernia, Martina T. Bevacqua
openaire   +3 more sources

Sparsity Constrained Joint Activity and Data Detection for Massive Access: A Difference-of-Norms Penalty Framework

IEEE Transactions on Wireless Communications, 2023
Grant-free random access is a promising mechanism to support modern massive machine-type communications in which devices are sporadically active with small payloads. Under this random access, a unique challenge is the detection of device activity without
Qingfeng Lin, Yang Li, Yik-Chung Wu
semanticscholar   +1 more source

Sparsity-enhanced equivalent source method for acoustic source reconstruction via the Generalized Minimax-Concave penalty

Mechanical Systems and Signal Processing, 2022
Abstract The Equivalent Source Method (ESM) is a powerful technique for acoustic source reconstruction, which has been widely used in noise control and machinery fault detection. Because the inverse acoustic source reconstruction problem is typically ill-conditioned, regularization techniques are often adopted in ESM to achieve meaningful solutions ...
Ran Wang   +3 more
openaire   +2 more sources

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