Independent set-based multivariate graph polynomials for fractal-type silicate triangle structures. [PDF]
Front ChemNithiya KS, Easwaramoorthy D.
europepmc +1 more source
Soft sensors based on artificial neural networks for advanced bioprocess monitoring
The Canadian Journal of Chemical Engineering, EarlyView.Abstract This study presents the development and validation of artificial neural network (ANN)‐based soft sensors for the online estimation of key bioprocess variables during fed‐batch cultivations of Pseudomonas putida KT2442 producing medium‐chain‐length polyhydroxyalkanoates (PHA), sustainable biopolymer precursors for bioplastics production.
Monika Pešková +2 more
wiley +1 more source
Deep-learning side-channel analysis of embedded ML-KEM: Single-trace message recovery, cross-device generalization, and frequency-band leakage characterization. [PDF]
PLoS OneKuo CW, Hung YI, Lin KL.
europepmc +1 more source
Lasso for hierarchical polynomial models
Canadian Journal of Statistics, EarlyView.Abstract The divisibility conditions implicit in a polynomial hierarchy suggest parameter constraints in regression. With this idea, we establish strong and weak hierarchies for both the lasso and relaxed lasso. Our proposal extends prior work on hierarchical lasso, which was mainly concerned with models of degree 2.
H. Maruri‐Aguilar, S. Lunagómez
wiley +1 more source
Machine Learning and the Use of Spectroscopy for Adulteration Detection in Turmeric Powder. [PDF]
MoleculesKisalaei A +5 more
europepmc +1 more source
Learning sparse mixture‐of‐experts generalized linear models in ultrahigh dimensions
Canadian Journal of Statistics, EarlyView.Abstract Motivated by the challenges of heterogeneity and high dimensionality in the analysis of modern data, we investigate continuous regularization methods for learning sparse mixture‐of‐experts generalized linear models (MoE‐GLM). Although there are foundational results about regularized estimators in a broad class of regression models including ...
Pengqi Liu, Abbas Khalili
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Machine Learning With Genetic and Clinical Data to Predict Ischemic Outcomes After PCI. [PDF]
Clin Transl SciGrant CW +19 more
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Corporate Social Responsibility and Environmental Management, EarlyView.ABSTRACT This study combines a bibliometric analysis and a systematic literature review (SLR) to provide a comprehensive understanding of women's leadership and entrepreneurship within small and medium‐sized enterprises (SMEs) in the context of sustainability and the green transition.
Adriana Dima +5 more
wiley +1 more source
logLIRA: a method for reliable suppression of electrical stimulation artifacts enabling short-latency neural response recovery. [PDF]
J Neural EngNegri F, Guggenmos DJ, Barban F.
europepmc +1 more source
Deep Underground Science and Engineering, EarlyView.This study proposes an eco‐friendly coal permeability enhancement technique by utilizing mine waste gangue as an abrasive in high‐pressure water jets. Integrating erosion experiments with smoothed particle hydrodynamics‐finite element method coupled simulations, the research study elucidates the flow field dynamics and a nonlinear solid–liquid ...
Qingxiang Wang +4 more
wiley +1 more source