A digital management platform for radiation processing based on IoT technology by LIU Xiaohong, SHAO Sai, LI Wenge, GUO Feng, GONG Zhi, CHEN Min, WANG Jingyu

“…Second, we explore the design and application of a hardware environment based on IoT technology in the irradiation process, including key hardware selection, production line applications, data acquisition, and processing. …”
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Advancing understanding of human variability through toxicokinetic modeling, in vitro-in vivo extrapolation, and new approach methodologies by Anna Kreutz, Xiaoqing Chang, Helena T. Hogberg, Barbara A. Wetmore

“…Driven by the mutual need to estimate internal exposures where in vivo data generation was simply not possible, the application of toxicokinetic modeling has grown exponentially in the past 30 years. …”
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Visualization using NIPTviewer support the clinical interpretation of noninvasive prenatal testing results by Patrik Smeds, Izabella Baranowska Körberg, Malin Melin, Claes Ladenvall

“…In order to facilitate this step, we developed NIPTviewer, a web-based application to visualize and guide the interpretation of NIPT data results. …”
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Artificial intelligence and numerical weather prediction models: A technical survey by Muhammad Waqas, Usa Wannasingha Humphries, Bunthid Chueasa, Angkool Wangwongchai

“…This survey also presents state-of-the-art AI-based hybrid models and assesses their applicability to weather data. It highlights the promise of AI in potentially replacing traditional NWP models but emphasizes the need for further advancements in model development and application. …”
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Editor’s Note by Juan Antonio Morente-Molinera

“…It is also important to identify data that have, in some way, reflected the reprehensible attitudes and reasoning that we as fallible human beings sometimes have. …”
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DLPLSR: Dual Label Propagation-Driven Least Squares Regression with Feature Selection for Semi-Supervised Learning by Shuanghao Zhang, Zhengtong Yang, Zhaoyin Shi

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Understanding the relationship between children's oral health utilization and parent's use of healthcare services by Shillpa Naavaal, Rashmi Lamsal

“…Descriptive and bivariate analyses were conducted, and multivariable logistic regression analyses were used to examine the associations.ResultsThe study included data from 9,927 children. Overall, 50.1%, 42.3%, and 21.2% had any dental visit, preventive visit, and fluoride or sealant application, respectively, in the past 12 months. …”
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MEASUREMENTS OF THE ROCK THERMAL PROPERTIES ON THE STANDARD CORE PLUGS AS A NECESSARY STAGE OF THE THERMALPHYSIC INVESTIGATIONS OF THE HYDROCARBON FIELDS by E. YU. Popov, R. A. Romushkevich, YU. A. Popov

“…The technique allows to measure the rock thermal properties and other rock properties just on the same rock samples that provides reliable data on correlations between the thermal properties and other properties. …”
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A Robust Fuzzy Model for Evaluating Defects in Building Elements by MANI AMROUNI HOSSEINI, Mehdi Ravanshadnia, Majid Rahimzadegan, saeed ramezani

“…Recognizing the limitations introduced by human subjectivity in defect classification, the research proposes a novel, data-driven approach to automate the process. The methodology leverages extensive field data collection, encompassing 500 painted walls from 24 geographically dispersed buildings, to develop a robust fuzzy logic-based building element condition assessment model. …”
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Status of Clinical Practice Guideline Information Platforms by ZHANG Xueqin, ZHAO Yun, LIU Jie, GE Long, XING Ying, REN Simeng, WANG Yifei, ZHANG Wenzheng, ZHANG Di, WANG Shihua, SUN Yao, WU Min, FENG Lin, WEN Tiancai

“…At present, the clinical practice guideline information platform can directly or indirectly solve the problems related to the lengthy revision cycles, decentralized dissemination and limited application of clinical practice guidelines. Therefore, this paper systematically examines different types of clinical practice guideline information platforms and investigates their corresponding challenges and emerging trends in platform design, data integration, and practical implementation, with the aim of clarifying the current status of this field and providing valuable reference for future research on clinical practice guideline information platforms.…”
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China's Ground‐Based Space Environment Monitoring Network—Chinese Meridian Project (CMP) by Chi Wang, Jiyao Xu, Zhiqing Chen, Hui Li, Xueshang Feng, Zhaohui Huang, Jiangyan Wang

“…The project comprises three major systems: the Space Environment Monitoring System, Data and Communication System, and Scientific Application System. …”
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SPEMix: a lightweight method via superclass pseudo-label and efficient mixup for echocardiogram view classification by Shizhou Ma, Yifeng Zhang, Delong Li, Yixin Sun, Zhaowen Qiu, Lei Wei, Suyu Dong

“…The supervised echocardiogram view classification methods have worse generalization performance due to the difficulty of labeling echocardiographic images, while the semi-supervised echocardiogram view classification can achieve acceptable results via a little labeled data. However, the current semi-supervised echocardiogram view classification faces challenges of declining accuracy due to out-of-distribution data and is constrained by complex model structures in clinical application.MethodsTo deal with the above challenges, we proposed a novel open-set semi-supervised method for echocardiogram view classification, SPEMix, which can improve performance and generalization by leveraging out-of-distribution unlabeled data. …”
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Review of Recent Advances in Remote Sensing and Machine Learning Methods for Lake Water Quality Management by Ying Deng, Yue Zhang, Daiwei Pan, Simon X. Yang, Bahram Gharabaghi

“…It emphasizes the need for advancements in data fusion techniques, improved model generalizability, and the developing robust frameworks for integrating multi-source data. …”
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Monitoring and deformation of deep excavation engineering based on DFOS technology and hybrid deep learning by Yanli Peng, Jie Zhao, Yijiang Fan, Cheng Fan

“…Similar patterns were observed when training and predicting using data from other monitoring points, proving the applicability and robustness of the CNN–LSTM–SAM model. …”
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基于Visual Basic的V型带传动计算机辅助设计 by 徐支凤

“…To enhance efficiency and reliability of V-belt drive design,with analysis of the characteristics of chart data in the traditional design,a practical reliability model and a procedure method of the data,tables and charts in the design of V-belt are proposed.The programming of computer aided design based on Visual Basic is realized.The result shows that this program will simplify the process of design and has some application value.…”
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Reverse modelling process to support of a flemish wooden altarpiece physical restoration by Francesco Di Paola, Arabella Bombace, Gianfranco Di Miceli, Yuri Alogna

“…As a case study some results are presented of a complex and articulated conservative restoration project on a sculpted and painted wing altar, preserved in the Regional Gallery of Sicily in <em>Palazzo Abatellis</em>, Palermo. The application of non-invasive and high information density 3D survey methodologies allowed to record and integrate into a unique digital platform (designed within the <em>UnReal Engine</em>) a wide quantity of heterogeneous data which document the work's state (diagnostic analyses, graphical annotation, historical information). …”
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Leveraging Large Language Models for Sentiment Analysis and Investment Strategy Development in Financial Markets by Yejoon Mun, Namhyoung Kim

“…This study investigates the application of large language models (LLMs) in sentiment analysis of financial news and their use in developing effective investment strategies. …”
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Fault Diagnosis System of Induction Motors Based on Neural Network and Genetic Algorithm Using Stator Current Signals by Tian Han, Bo-Suk Yang, Won-Ho Choi, Jae-Sik Kim

“…Features are extracted from motor stator current, while reducing data transfers and making online application available. …”
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Software tools for creating interfaces for interaction with Arduino via Bluetooth by М. Kliuba, Т. Likhouzova

“…To implement user interaction with the application on the Arduino side, the BluetoothMe library has been developed, which, using the IBluetoothAdapter interface, encapsulates work with the Bluetooth adapter and provides convenient functions for sending and receiving data. …”
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Public and Public Utility Enterprises Restructuring: Statistical and Quantitative Aid for Ensuring Human Resource Sustainability by Mladen Čudanov, Ondrej Jaško, Gheorghe Săvoiu

“…It is recommended for quantitative data to be analyzed on a monthly basis, during a period of 30 or more months. …”
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