NUMERICAL APPLICATIONS ON RIGID SOLID CALCULATION by Jan-Cristian GRIGORE

“…During operation, geometric constraints may appear to limit the number of degrees offreedom of rigid. …”
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PIS for n-coupled nonlinear systems by S. K. Dey

“…A numerical algorithm dealing with solutions of equations with one variable may not be extended to solve nonlinear systems with n unknowns. …”
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Effectiveness of biomarker-guided duration of antibiotic treatment in children hospitalised with confirmed or suspected bacterial infection: the BATCH RCT by Cherry-Ann Waldron, Philip Pallmann, Simon Schoenbuchner, Debbie Harris, Lucy Brookes-Howell, Céu Mateus, Jolanta Bernatoniene, Katrina Cathie, Saul N Faust, Josie Henley, Lucy Hinds, Kerry Hood, Chao Huang, Sarah Jones, Sarah Kotecha, Sarah Milosevic, Helen Nabwera, Sanjay Patel, Stéphane Paulus, Colin VE Powell, Jenny Preston, Huasheng Xiang, Emma Thomas-Jones, Enitan D Carrol

“…Objective To determine if using a procalcitonin-guided algorithm may safely reduce duration of antibiotic therapy compared to standard of care in hospitalised children with suspected or confirmed infection. …”
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Design and testing of a crawler robot based on mid-axis row guidance in a shade house by Yu Tan, Wei Su, Qinghui Lai, Lijun Zhao, Yongjie Wang, Dake Song, Yu Lan

“…This paper uses an enhanced YOLOv5s object detection algorithm and the least squares method to identify the mid-axis of the shade house. …”
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Predicting High-Grade Patterns in Stage I Solid Lung Adenocarcinoma: A Study of 371 Patients Using Refined Radiomics and Deep Learning-Guided CatBoost Classifier by Hong Zheng MS, Wei Chen MS, Jun Liu MD, Lian Jian MD, Tao Luo BS, Xiaoping Yu MD

“…This algorithm may exhibit excellent diagnostic performance, which can facilitate its application in precision medicine.…”
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Acceptance of a computer vision facilitated protocol to measure adherence to face mask use: a single-site, observational cohort study among hospital staff by Giovanni Traverso, Adam B Landman, Peter R Chai, Hen-Wei Huang, Jack Chen, Farah Dadabhoy, Phillip Rupp, Clint Vaz, Anjali Sinha, Claas Ehmke, Akhil Thomas, Jia Y Liang, George Player, Kevin Slattery

“…One third of participants (N=36) felt that a public facing computer vision system would be an intrusion into personal privacy.Public-facing computer vision software to detect and provide feedback around mask adherence may be acceptable in the hospital setting. Similar systems may be considered for deployment in locations where mask adherence is important.…”
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The ABC Bicuspid Sizing Protocol for SAPIEN 3 Balloon-Expandable Valves by Tej Sheth, MD, Umar Ismail, MD, Jorge Chavarria, MD, Warkaa Al Shamkani, MD, Ahmed Makhdoum, MD, MSc, Kandace Forsyth, MSc, Iqbal Jaffer, MD, PhD, James Velianou, MD, Madhu Natarajan, MD, MSc

“…We therefore evaluated a novel sizing algorithm for SAPIEN 3 BEV. Methods: A prospective single-center registry from February 2020 to May 2024 including patients with bicuspid aortic stenosis treated with TAVR (and surgical aortic valve replacement starting in September 2022). …”
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Post-processing of a distributed source method for the localization of somatosensory cortex in a cohort of epilepsy patients by Kevin Tyner, Matthew McCumber, Srijita Das, Carmen Urban, Anthony J. Maxin, Tiffany Chu, Mustaffa Alfatlawi, Stephen V. Gliske

“…We compared the localization of our algorithm to current clinical methods and found that our algorithm is not inferior to dipole localization. …”
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Adaptive surge control of variable-mass unmanned surface vehicle based on super-twisting sliding mode observation by Zhaokun YAN, Guanyu YANG, Hongdong WANG

“…Specifically, leveraging the maneuvering motion mathematical model of the variable-mass USV and the draught observations from the sliding mode observer, a feedback linearization method is used to design the adaptive speed control algorithm. The asymptotic stability of the proposed control algorithm is proved using the Lyapunov theory. …”
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The quantification of down-hole fractionation for laser ablation mass spectrometry by J. C. Lloyd, J. C. Lloyd, C. Spandler, S. E. Gilbert, D. Hasterok

“…We utilise a relatively new data visualisation method, uniform manifold approximation and projection (UMAP), to help visualise the data relationships in this large dataset while comparing it to more traditional methods of data visualisation.</p> <p>The algorithm presented in this research advances our capability to accurately model LA-ICP-MS DHF and may facilitate reliable decoupling of the DHF correction for non-matrix-matched materials, lead to improved uncertainty propagation, and facilitate inter-laboratory comparison studies of DHF patterns.…”
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Comparison of Kolmogorov–Arnold Networks and Multi-Layer Perceptron for modelling and optimisation analysis of energy systems by Talha Ansar, Waqar Muhammad Ashraf

“…It is anticipated that the scientific, research and industrial community may benefit from the fundamental insights presented in this paper for the ML algorithm selection and carrying out model-based optimisation analysis for the performance enhancement of energy systems.…”
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Optimizing Rotary Cement Kiln modelling: A comparative analysis of metaheuristics in a real-world application by Miguel Ángel Castán-Lascorz, Antonio Alcaide-Moreno, Jorge Arroyo

“…Another notable difficulty lies in selecting among the plethora of metaheuristic methods, which may exhibit significant variations in search efficiency. …”
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DC-Link Capacitors Online Condition Monitoring Using Repetitive RLS in Hybrid-Electric Aircraft by Stanislaw Oliszewski, Marcin Pawlak, Mateusz Dybkowski

“…Different types of capacitors may be used in the future hybrid-electric aircraft power converters. …”
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A hybrid model for predicting response to risperidone after first-episode psychosis by Giovany Oliveira Costa, Vanessa K. Ota, Matheus Rodrigues Luiz, Joice Santos Rosa, Gabriela Xavier, Jessica Honorato-Mauer, Marcos L. Santoro, Carolina Muniz Carvalho, Daniel A. Cavalcante, Amanda V.G. Bugiga, Rodrigo A. Bressan, Gerome Breen, Ary Gadelha, Cristiano Noto, Diego R. Mazzotti, Sintia I. Belangero

“… Objective: Patient response to antipsychotic drugs varies and may be related to clinical and genetic heterogeneity. …”
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Implementation of SMOTE to Improve the Performance of Random Forest Classification in Credit Risk Assessment in Banking by Nafa Nur Adifia Nanda, Yuniar Farida, Wika Dianita Utami

“… Background: Credit is essential in banking operations, facilitating investment, corporate expansion, and financial satisfaction. Credit risk may emerge if the borrower defaults on payment commitments. …”
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Automatic Registration of Remote Sensing High-Resolution Hyperspectral Images Based on Global and Local Features by Xiaorong Zhang, Siyuan Li, Zhongyang Xing, Binliang Hu, Xi Zheng

“…The simulation results show that the proposed remote sensing hyperspectral image registration algorithm is superior to the existing automatic registration algorithms. …”
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Personalized prediction of negative affect in individuals with serious mental illness followed using long-term multimodal mobile phenotyping by Christian A. Webb, Boyu Ren, Habiballah Rahimi-Eichi, Bryce W. Gillis, Yoonho Chung, Justin T. Baker

“…., activity levels, location, and phone usage patterns) which may predict increases in negative affect in real-time in individuals’ daily lives. …”
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Intelligent approach to detecting online fraudulent trading with solution for imbalanced data in fintech forensics by Saad M. Darwish, Amr Ibrahim Salama, Adel A. Elzoghabi

“…Traditional machine learning algorithms trained on unbalanced datasets tend to bias towards the majority class (legitimate transactions) and may overlook minority class (fraudulent transactions) patterns. …”
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Optimization based tumor classification from microarray gene expression data. by Onur Dagliyan, Fadime Uney-Yuksektepe, I Halil Kavakli, Metin Turkay

“…These algorithms usually require parameter optimization to obtain accurate results depending on the type of data. …”
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Received Power Maximization Using Nonuniform Discrete Phase Shifts for RISs With a Limited Phase Range by Dogan Kutay Pekcan, Hongyi Liao, Ender Ayanoglu

“…In addition, we define two quantization algorithms that we call nonuniform polar quantization (NPQ) algorithm and extended nonuniform polar quantization (ENPQ) algorithm, where the latter is a novel quantization algorithm for RISs with a significant phase range restriction. …”
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