Research on deep unfolding network reconstruction method based on scalable sampling of transient signals. [PDF]
Hu J, Niu K, Wang Y, Zhang Y, Liu X.
europepmc +1 more source
Evaluating Encodings for Bivariate Edges in Adjacency Matrices
Abstract We present the first empirical evaluation of techniques for encoding distributions of quantitative edge values within adjacency matrices. In many real‐world networks, edges represent not a single value but a set of measurements. While adjacency matrices preserve structural clarity, their compact cells limit the simultaneous display of multiple
J. Acosta‐Hernández, A. Lex, T. He
wiley +1 more source
On the Role of Artificial Intelligent Technology for Millimetre-Wave and Terahertz Applications. [PDF]
Kouhalvandi L, Matekovits L.
europepmc +1 more source
Task Complexity Effects on Writing Processes and Correlations With Text Features
ABSTRACT Research on task complexity (TC) effects on second language (L2) text features is abundant and has contributed critical insights. Comparatively, less is known about how L2 writers respond cognitively to diverse TC conditions or about potential effects of such processing activity on the characteristics of the texts produced.
Aitor Garcés‐Manzanera +4 more
wiley +1 more source
A High-Precision Ionospheric Channel Estimation Method Based on Oblique Projection and Double-Space Decomposition. [PDF]
Wei Z, Guo B, Li Z, Zhou Q.
europepmc +1 more source
A note on generalised information criteria for structured sparse models
Summary We propose a generalised information criteria ( gic) that accounts for sparsity pattern in the model. We obtain both asymptotic and nonasymptotic results for model selection. Moreover, we show that the gic is useful for selecting the regularisation parameter in regularised m$$ m $$ estimation in high‐dimensional scenarios.
Eduardo Fonseca Mendes +1 more
wiley +1 more source
MRI-based brain stroke classification using a hybrid vision transformer-BiLSTM architecture. [PDF]
Samuel R, Pandi T.
europepmc +1 more source
Assessing second‐price auctions for parcel exchanges in last‐mile logistics
Abstract The rapid growth of e‐commerce has led to multiple carriers operating in the same regions, creating opportunities for collaboration. However, logistics companies typically operate independently, leading to inefficiencies. Horizontal cooperation, where carriers share resources and infrastructure, can improve efficiency and reduce costs.
Christian Truden, Margaretha Gansterer
wiley +1 more source
An automated multi-layer perceptron discriminative neural network based on Bayesian optimization achieves high-precision one-source single-snapshot direction-of-arrival estimation. [PDF]
Zhang B, He J, Liu P, Wang L, Tang R.
europepmc +1 more source
Abstract Dietary analysis has contributed to our understanding of animal niches, interspecific interactions, community structure and the flow of matter and energy in food webs. We employed three methods of dietary analysis to estimate trophic niche overlap between two peacock bass species, Cichla cataractae and Cichla ocellaris, across sympatric ...
Benton L. Fry +2 more
wiley +1 more source

