Truck Lifting Accident Detection Method Based on Improved PointNet++ for Container Terminals by Yang Shen, Xintai Man, Jiaqi Wang, Yujie Zhang, Chao Mi

“…This method uses multi-line LiDAR to collect point cloud data from operational lanes in real time and enhances the PointNet++ model by integrating a multi-layer perceptron (MLP) and a mixed attention mechanism (MAM), optimizing the model’s ability to extract local and global features. …”
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An Underwater Thruster Fault Diagnosis Simulator and Thrust Calculation Method Based on Fault Clustering by Jian Yuan, Junhe Wan, Wenxia Zhang, Hailin Liu, Hao Zhang

“…The experimental device can simulate four kinds of thruster faults, collect the hydrophone data, classify the fault types by fault clustering analysis, analyze the spectrum of four types of faults, and calculate the thrust under different fault conditions based on the results of spectrum analysis. …”
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A quick response data collection and management system for digital twin production line based on cloud-fog-edge computing collaboration [version 1; peer review: 2 approved, 1 appro... by Xuesong Mei, Zhiyuan Li, Zheng Sun, Jun Xu, Dawei Zhang

“…Methods A production line data collection, storage, and management system based on cloud-fog-edge computing collaboration and a digital twin was designed. …”
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A Machine Learning-Based Method for Pig Weight Estimation and the PIGRGB-Weight Dataset by Xintong Ji, Qifeng Li, Kaijun Guo, Weihong Ma, Mingyu Li, Zhankang Xu, Simon X. Yang, Zhiyu Ren

“…Traditional pig weighing methods are costly, require driving pigs onto electronic scales, and cannot collect real-time data without interference. …”
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Design and Implementation of Non-Invasive Hemodynamic Monitoring System Based on Impedance Cardiogram Method by Fuhao KANG, Qi YIN, Yanan LIU, Lin HUANG, Yan HANG, Jilun YE, Xu ZHANG

“…The system was used to collect impedance cardiogram and ECG signal data from 40 volunteers. …”
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Multi task detection method for operating status of belt conveyor based on DR-YOLOM by Yongan LI, Tengjie CHEN, Hongwei WANG, Zhihao ZHANG

“…Finally, in order to verify the practicality of the DR-YOLOM algorithm, an inspection robot was used to collect video data in the laboratory, and the DR-YOLOM multi task detection algorithm was used to detect the collected video data. …”
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Nonpharmacological pain management methods used by post-operative patients: A cross-sectional study by Senay Karadag Arli

“…Data collection was done using the patient identification and clinical characteristics form. …”
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Real time counting method for coal mine drill pipes based on deep learning by Fukai ZHANG, Yiran SUN, Xufeng WU, Aijun LI, Peiyang LI, Dengke WANG, Guan YUAN, Shan ZHAO, Haiyan ZHANG

“…A real-time counting method for coal mine drill pipes based on deep learning technology is proposed to address the above issues. …”
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A Protocol for Patient Education Based on Andragogy: A Convergent Parallel Mixed Methods Study by Mohtasham Ghaffari, Sakineh Rakhshanderou, Reza Negarandeh, Negin Niksadat, Ali Ramzankhan, Ali Vasheghani Farahani

“…During the quantitative phase, a cross-sectional survey will be conducted on 350 adult patients who had the history of hospitalization and received patient education from selected hospitals of Tehran, Iran. Sampling method will be random, and data collection tool will be a researcher-made questionnaire based on the principles of andragogy. …”
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Predictive utility of key family planning indicators on dynamic contraceptive outcomes: Results from longitudinal surveys in Burkina Faso, Kenya, Uganda, and Côte d'Ivoire by Amy Tsui, Dana Sarnak, Phil Anglewicz, Fredrick Makumbi, Georges Guiella, Peter Gichangi, Rosine Mosso, Saifuddin Ahmed

“…METHODS: This study utilizes nationally representative longitudinal Performance and Monitoring for Action data collected in Kenya, Burkina Faso, Uganda, and Côte d’Ivoire from reproductive-age women to model the predictive influence of indicators measured at baseline on their subsequent contraceptive use (including intentions to use and method type) and contraceptive dynamics (including adoption, discontinuation, and switching) over an approximately three-year period. …”
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EFFICIENCY OF SCAFFOLDING METHOD IN THE LEARNING PROCESS OF MATHEMATICS COMPARATIVE MATERIAL IN GRADE V ELEMENTARY SCHOOL STUDENTS by Muhamad Diva Saidul, Nurbaiti Widyasari

“…This study uses a descriptive qualitative approach with data collection through observation, interviews, and documentation with data sources of a teacher and 3 grade V students in one of the State Elementary Schools in the Pondok Kacang area. …”
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Collocating Recommendation Method for E-Commerce Based on Fuzzy C-Means Clustering Algorithm by LiJia Wang, Yanyan Jiang

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Passive indoor human daily behavior detection method based on channel state information by Xiaochao DANG, Yaning HUANG, Zhanjun HAO, Xiong SI

“…The daily behavior detection of indoor human based on CSI is developing rapidly in the field of WSN.At present,most of the research is still in the environment of 2.4 GHz,so the detection rate,robustness and overall performance still need to be improved.In order to solve this problem,a passive indoor human behavior detection method HDFi (Human Detection with Wi-Fi) based on CSI signal was proposed.The method was used to detect the indoor human daily behavior in a 5 GHz band environment,which was divided into three steps:data acquisition,data processing,feature extraction,online detection.Firstly,the experiment collected typical daily behavioral data in complex laboratory and relatively empty meeting room.Secondly,the amplitude and phase data with more obvious features were extracted and processed by low-pass filtering to obtain a set of stable and noise-free data,and then the fingerprint database was established effectively.Finally,in the real-time detection stage,the collected data features were classified by SVM algorithm to extract more stable eigenvalues,and a classification model of indoor human daily behavior detection was established,and then matched the data in the fingerprint database.The experimental results show that the proposed method has the characteristics of high efficiency,high precision and good robustness,and the method does not need any testing personnel to carry any electronic equipment,so it has high practicability.…”
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Study on the Generation Method of Longitude and Latitude Track Electronic Maps Based on LKJ-15 by HU Peng, ZHANG Jiahuan, WANG Bo

“…The orthogonal least squares method is then adopted to fit the tracks in sections, resulting in electronic maps derived from the data fitting results according to the algorithm requirements. …”
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An Early Warning Method of Unbalanced Power Battery Capacity Attenuation Based on ARIMA Model by KANG Zuchao, XIONG Gang, WANG Wenming, ZHONG Xiongwu, ZHOU Yanhui

“…Based on power battery charging data, this paper constructs charging capacity data of a specific voltage interval that can characterize the attenuation of overall capacity of battery cell as characteristic data, and uses on-board intelligent terminal to complete the characteristic data collection during the charging cycle of test vehicle. …”
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Confidentiality and family involvement in healthcare: a mixed-method approach of physicians’ perspectives in Jordan by Reema Karasneh, Sayer Al-Azzam, Mohammad Nusair, Abdel-Hameed Al-Mistarehi, Mamoon A. Aldeyab, Islam Massad

“…Methods A convergent (i.e., concurrent) mixed-methods approach was employed, integrating quantitative data collected through a questionnaire distributed to physicians and qualitative data were obtained through semi-structured interviews. …”
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Digital-Based Recitation Method to Improve Senior High School Shiva Learning Achievement by Yusfira Yusfira, Raya Mangsi

“… This study aims to examine the implementation of the recitation method to improve PAI learning achievement. This qualitative research uses a case study approach, with primary data sources including principals, teachers, and students, as well as secondary data in the form of school documents conducted at Wajo Regency Senior High School. …”
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Research on a method for determining the reference values of icing tension on overhead transmission lines by WANG Shaohua, HE Jian, ZHANG Yong, LI Te, CHEN Ling, WANG Zhenguo, WU Xuxiang

“…To address this issue， an icing tension database was established by collecting long-term data from icing tension monitoring devices and micro-meteorological data over the years. …”
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DEVELOPMENT OF BAITUSSHOLIHIN MOSQUE INFORMATION SYSTEM BASED ON ANDROID WITH THROW AWAY PROTOTYPING METHOD by Welia Desera Mandalika, Ali Ikhwan, Muhamad Alda

“…The research employs a qualitative research method, with data collection techniques including observation, interviews, and literature studies. …”
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Problem-Oriented Environmental Understanding of Secondary School Students: A Mixed Method Research by Selçuk Şahingöz, Esra Benli Özdemir

“…In the study, a convergent parallel mixed method using qualitative and quantitative research methods was used to determine students' perceptions through data triangulation. …”
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