Integration of Routine Parameters of Glycemic Variability in a Simple Screening Method for Partial Remission in Children with Type 1 Diabetes by Nina Nielens, Olivier Pollé, Annie Robert, Philippe A. Lysy

“…We then evaluated whether parameters of glycemic variability used in clinical routine may reliably define partial remission, as these would alleviate confounding factors related to insulin treatment. Using multiple linear regression, we observed that HbA1C levels and percentage of normoglycemia were efficient and sufficient to predict partial remission. …”
Get full text

Comparison of dynamic mode decomposition with other data-driven models for lung cancer incidence rate prediction by L. Raymond Guo, Jifu Tan, M. Courtney Hughes

“…We also employed time series, a linear regression model, and DMD for comparison. All models were evaluated based on their ability to predict 2021 lung cancer incidence rates.ResultsThe time series model achieved the lowest root mean squared error, followed by random forest. …”
Get full text

Comparative study between local and average constitutive models for reinforced concrete panels by Beatriz da Costa Fernandes, Jordlly Reydson de Barros Silva, Bernardo Horowitz, Luís Filipe Almeida Bernardo

“…The first phase consists of determining the initial estimation of the solution through a linear truss model with average stresses and strains, the Mohr Compatibility Truss Model (MCTM). …”
Get full text

Condition-Based Health Monitoring of Electrical Machines Using DWT and LDA Classifier by Faraz Ahmed Shaikh, Muhammad Zuhaib Kamboh, Bilal Ahmad Alvi, Sheroz Khan, Farhat Muhammad Khan

“…The development of an efficient health monitoring system based on the identification of electrical motor faults is on great demand. …”
Get full text

Investigating access and use of digital tools for agriculture among rural farmers: A case study of Nkomazi Municipality, South Africa by Olorunfemi Oluwasogo David, Mamiane Thapelo Austin, Matiwane Mona Ben

“…The data were analyzed descriptively using percentages, means, and ranks, and multiple linear regression was employed to analyze the influence of the farmers’ socio-economic characteristics on their utilization of digital tools. …”
Get full text

Hate Speech Detection and Online Public Opinion Regulation Using Support Vector Machine Algorithm: Application and Impact on Social Media by Siyuan Li, Zhi Li

“…Detecting hate speech in social media is challenging due to its rarity, high-dimensional complexity, and implicit expression via sarcasm or spelling variations, rendering linear models ineffective. In this study, the SVM (Support Vector Machine) algorithm is used to map text features from low-dimensional to high-dimensional space using kernel function techniques to meet complex nonlinear classification challenges. …”
Get full text

Eigenvalue systems for integer orthogonal bases of multi-matrix invariants at finite N by Adrian Padellaro, Sanjaye Ramgoolam, Ryo Suzuki

“…We provide examples and give computer codes in SageMath which efficiently implement the construction for operators of classical dimension up to 14. …”
Get full text

Comparative analysis of directional cue perception between vibrotactile and electrotactile using funneling illusion mapping methods by Junyeong Lee, Hosu Lee, Minkyung Kim, Yeongmi Kim, Jungwon Yoon

“…For the vibrotactile modality, Linear mapping provided the most accurate and continuous cues during the circle tracking experiment. …”
Get full text

Uncertain Parameters Adjustable Two-Stage Robust Optimization of Bulk Carrier Energy System Considering Wave Energy Utilization by Weining Zhang, Chunteng Bao, Jianting Chen

“…By applying constraint linearization, the robust coordination model is formulated as a mixed-integer linear programming (MILP) problem and solved using an efficient solver. …”
Get full text

Real-Time Transformer Detection of Underwater Objects Based on Lightweight Gated Convolutional Network by Yuhui LI, Huixia CUI, Yaomin LI, Senping JIA

“…This method first constructed a convolutional gated linear unit based on the gating mechanism to dynamically modulate feature transmission. …”
Get full text

Dynamic Features of Spectra of Single and Quasi-Periodic Measuring Signals by U. V. Suchodolov, A. V. Isaev, A. A. Sheinikau

“…The representation of the analyzed complex single signal in the form of a linear combination of given functions, limited in time by the duration of the considered signal, was chosen, and it was determined that it is most logical and efficient to use radio-frequency pulses. …”
Get full text

Trip Generation Models for Transportation Impact Analyses of Shopping Centers in Croatia by Deana Breški, Biljana Maljković, Mihaela Senjak

“…The survey was conducted in Split (Croatia) at five existing locations, and linear regression analysis was used to develop models for different time periods. …”
Get full text

Unravelling the nonlinear generation of designer vortices with dielectric metasurfaces by Laure Coudrat, Guillaume Boulliard, Jean-Michel Gérard, Aristide Lemaître, Aloyse Degiron, Giuseppe Leo

“…Through full-wave simulations and a proper fabrication protocol, we achieve efficient frequency doubling of an unstructured pump beam into SH vortices with topological charges from 1 to 10. …”
Get full text

Key Nodes Identification Method in Scale-Free Network Based on Structural Holes by Weiyan Liu

“…It introduces two innovations: Dynamic multi-hop bridge detection, extending beyond the 2-hop limitation of E-Burt to quantify long-range bridging influence efficiently; and a weighted fusion model balancing coreness (via MDD) and bridging roles (via structural holes) with linear time complexity.Experiments on synthetic (Barabási-Albert), social (dolphin), infrastructure(Western U.S. power grid), and collaboration (co-authorship) networks demonstrate superiority. …”
Get full text

Novel Energy-Aware 3D UAV Path Planning and Collision Avoidance Using Receding Horizon and Optimization-Based Control by Gamil Ahmed, Tarek Sheltami

“…We formulate the path planning problem as a minimization optimization problem, and employ Mixed-Integer Linear Programming (MILP) to achieve optimal solutions. …”
Get full text

Tensor nested ring embedding used for domain adaptation of cross-source heterogeneous remote sensing feature tensors by Tong Gao, Min Liu, Wei Hu, Hao Chen

“…Therefore, the Tensor Nested Ring Embedding (TNRE) method is proposed to achieve domain-adapted feature extraction using cross-source heterogeneous remote sensing tensors. To efficiently represent heterogeneous data and eliminate the structure difference, unlike the existing Tucker-based methods consuming an exponential storage cost with tensor order, the tensor-nested ring (TNR)-learning theory is built via rigorous mathematical analysis to learn shared feature space under a linear storage cost. …”
Get full text

Environment ensemble models for genomic prediction in common bean (Phaseolus vulgaris L.) by Isabella Chiaravallotti, Owen Pauptit, Valerio Hoyos‐Villegas

“…We tested three models (linear regression, ridge regression, and neural networks). …”
Get full text

Prognostic Survival Analysis for AD Diagnosis and Progression Using MRI Data: An AI-Based Approach by T. Deenadayalan, S. P. Shantharajah

“…This study proposes a novel AI framework combining EfficientNetB0, a state-of-the-art deep learning model, with dual attention mechanisms for robust feature extraction and survival analysis using the Alzheimer’s MRI dataset hosted on the Kaggle platform. …”
Get full text

Fretting behavior of piston ring-cylinder liner components of a diesel engine running on TiO2 nanolubricant by Ali Can Yılmaz

“…The samples directly cut from the spare piston ring of the test engine underwent severe friction and wear tests via linear friction module. Coefficient of friction was considered as comparison param-eter to understand the tribological behavior of friction pairs submerged in two different lubricants. …”
Get full text

Fractional-ordered Adams–Bashforth–Moulton (FABM) method for PIηDλ controllers’ numerical simulations for Direct Current (DC) motors in Electric Vehicles (EVs) by Aashima Bangia, Rashmi Bhardwaj

Get full text