Time Domain Similarity of Lightweight Parameters Based Soil Respiration Sensor Network Deployment by Guoying Wang, Lufeng Mo, Jizhong Zhao, Chaoqi Zhang

“…Deployment is a basic and key issue for all kinds of wireless sensor networks applications. Most of existing researches on deployment problem of wireless sensor network are on generic network level and not for specific application scenarios and also do not utilize any domain knowledge of practical applications. …”
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Phacoemulsification and calculation of intraocular lenses in patients given keratorefractive surgery. Part 2 by I. E. Ioshin

“…Effective rehabilitation of patients with cataracts who underwent keratorefractive surgeries requires that the optical power of the IOL be calculated correctly to avoid hyperopic error. The purpose of the 2nd part of the research (for the 1st part, see ROJ, 2021; 14 (2): 55–58) is to present the results of cataract phacoemulsification in patients subjected to keratorefractive surgery based on the author’s algorithm for calculating the optical power of the IOL. …”
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Mathematical models and ANFIS for determination of diffusivity and activation energy of button mushroom thin layer drying by Maryam Karimi Motlagh, Babak Beheshti, Ali Mohammad Borghei, Mohammad Gholami Parashkoohi

“…In this research, four temperature levels of 50, 60, 70, and 80 °C with a constant airflow rate of 1 (m/s). …”
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Retinal Vessel Segmentation Using Math-Inspired Metaheuristic Algorithms by Mehmet Bahadır Çetinkaya, Sevim Adige

“…Artificial intelligence-based biomedical image processing has become an important area of research in recent decades. In this context, one of the most important problems encountered is the close contrast values between the pixels to be segmented in the image and the remaining pixels. …”
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Influence of Rice Husk Ash on Crystalline Phases and Mechanical Characteristics of Sustainable Bricks by F. Booth, M.B. Carranza, G. Novak, N. Okulik, A. Mocciaro, N. Rendtorff

“…Despite the reduction in mechanical properties, bricks with up to 15% RHA are suitable for non-structural applications, offering an eco-friendly alternative to conventional bricks. This research provides a circular economy approach by transforming agricultural waste into valuable construction materials.…”
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A Novel Method Combining Radial Projection with Simultaneous Multislice Imaging for Measuring Cerebrovascular Pulse Wave Velocity by Jeong-Min Shim, Chang-Ki Kang, Young-Don Son

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Experimental Determination of a Reflective Muffler Scattering Matrix for Single-Mode Excitation by Łukasz GORAZD

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Multilingual Prediction of Cognitive Impairment with Large Language Models and Speech Analysis by Felix Agbavor, Hualou Liang

“…Traditional diagnostics like neuroimaging and clinical evaluations are often subjective, costly, and inaccessible, especially in resource-poor settings. Previous research has focused on speech analysis primarily conducted using English data, leaving multilingual settings unexplored. …”
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Locally differentially private continuous location sharing with randomized response by Xingxing Xiong, Shubo Liu, Dan Li, Jun Wang, Xiaoguang Niu

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Indirect Determination of the Internal Diameter of Glass Conical Volumetric Instruments by Omar Jair Purata Sifuentes

“…Findings: Comparing the direct measurement of the internal diameter of the volumetric instruments with an optical comparator, there is an average relative error below 10 %, with a maximum value below 20 % for the two different conical glass instruments studied. …”
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Logging Components Extraction Method and Anisotropy Recognition Based on 3D Holographic LWD Instrument by Shuyu Guo, Jie Wang, Xiangyu Xing, Jiaqi Xiao, Xiao Liu

“…Based on the theoretical support of this method, a new anisotropy signal is constructed for research. Through analysis, it is found that the anisotropy signal constructed by the extraction method can produce a significant distinguishing response to formation resistivity anisotropy and possesses excellent azimuthal characteristics. …”
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Survey of Deep Learning and Machine Learning Approaches for Major Depressive Disorder Detection Using EEG Data by Sumathi Balakrishnan, Raja Kumar Murugesan, Eng Lye Lim, Amna Faisal, Humaira Ashraf

“…With such insights, this survey aims to guide future research and improve the accuracy and reliability of EEG-based MDD detection.…”
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Improved Remote Photoplethysmography Using Machine Learning-Based Filter Bank by Jukyung Lee, Hyosung Joo, Jihwan Woo

“…It provides an unconstrained and unconscious approach that can be widely applied to health monitoring systems. In recent years, research has been actively conducted to improve rPPG signals and to extract significant information from facial videos. …”
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Random Forest-Based Machine Learning Model Design for 21,700/5 Ah Lithium Cell Health Prediction Using Experimental Data by Sid-Ali Amamra

“…In this research, the use of machine learning techniques for predicting the state of health (SoH) of 5 Ah—21,700 lithium-ion cells were explored; data from an experimental aging test were used to build the prediction model. …”
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Two-Dimensional Numerical Method for Predicting the Resistance of Ships in Pack Ice: Development and Validation by Yan Huang, Ce Sun, Jianqiao Sun

“…This study lays a solid foundation for future research on autonomous ship navigation in pack ice.…”
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A Differential Performance in the Ability Difference to Employ Test Wiseness Strategies According to Contemporary Measurement Theory by Waleed Khalid Abdulkareem Baban

“… The current research aims to utilize the Andrich Model, described as one of the Polytomous models, within the framework of Contemporary Measurement Theory. …”
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Adapting and Validating a Moral Identity Scale for Korean Intensive Care Unit Nurses by Junghoon Lee, Yeoungsuk Song

“…To understand the reason behind choosing moral values over other values such as economic and personal ones by nurses during such times, conceptual research on moral identity is required. However, this has not been studied using empirical data analysis despite the increased significance of nurses’ moral identity. …”
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Acquisition of Current and Vibration Data for Rewound Burnt Three-Phase Induction Motor by A.I. Abdullateef, O.S. Fagbolagun, M.F. Sanusi

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Maximizing efficiency and performance of water distribution systems through the implementation of optimization algorithms: A comprehensive analysis of valve and chlorine booster pl... by Mohamadreza Najarzadegan, Mehrtash Eskandaripour

“…By employing advanced optimization algorithms, specifically the Genetic Algorithm (GA) and Slime Mould Algorithm (SMA), the research identifies optimal configurations across two benchmark networks, Jowitt and Xu and GoYang. …”
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Variational AutoEncoder for synthetic insurance data by Charlotte Jamotton, Donatien Hainaut

“…This article explores the application of Variational AutoEncoders (VAEs) to insurance data. Previous research has demonstrated the successful implementation of generative models, especially VAEs, across various domains, such as image recognition, text classification, and recommender systems. …”
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