C-BERT: A Mongolian reverse dictionary based on fused lexical semantic clustering and BERT by Amuguleng Wang, Yilagui Qi, Dahu Baiyila

“…We then optimized this training set’s data distribution through random negative sampling and fine-tuned the CINO-large model, leading to the creation of the C-BERT model. …”
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Do gravel highways affect water quality and invertebrate communities in Arctic lakes? by Madeline E. Patenall, Natasha M. Hannan, Vivian Gao, Homa Kheyrollah Pour, Derek K. Gray

“…We collected biological and water quality data from 18 lakes selected using a stratified random sampling design, with distance from the road (0–300 m, 300–600 m, and >600 m) and region of study (boreal forest, tundra) as the two factors. …”
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Identifying the Risky SNP of Osteoporosis with ID3-PEP Decision Tree Algorithm by Jincai Yang, Huichao Gu, Xingpeng Jiang, Qingyang Huang, Xiaohua Hu, Xianjun Shen

“…Firstly, we decided whether the genes associated with the suspected risky SNPs are associated with osteoporosis by using random walk algorithm on the PPI network of osteoporosis GWAS-associated genes and the genes associated with the suspected risky SNPs. …”
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Prevalence, Associated Risk Factors, and Economic Loss of Ovine Hemonchosis at Jimma Town Municipal Abattoir, Jimma Zone, Southwestern Ethiopia by Fuad Zenu Abagero, Teshita Edaso Beriso, Tilaye Shibbiru Mengistu

“…A total of 374 animals were chosen by systematic random sampling over the study period, and prevalence was estimated based on coprological and postmortem examination for the presence or absence of the parasite according to standard procedures. …”
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Exploring Faculty Members’ Experiences with Virtual Classroom Platforms and Their Perceived Usability during the COVID-19 by Yunus Alkış, Zafer Kadırhan, Mustafa Şat

“…This two-phase mixed-method study examined faculty experiences with Virtual Communication Platforms (VCPs) and their usability in distance education during the COVID-19 epidemic. A stratified random sample of 913 faculty members from 167 universities was selected to participate in an online questionnaire that included the System Usability Scale, demographic information, and open-ended questions. …”
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Family function, social support, postpartum depression, and maternal parenting practices: Their impact on infant growth by Ashri Nurfurqoni Fuadah, Hastuti Dwi, Sunarti Euis, Eva Riany Yulina

“…The study followed a cross-sectional design and involved 130 mothers of six-month-old babies as respondents in Bogor, selected through a random sampling, and was conducted from September to April 2024. …”
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Elderly in the state of co-residence in a town in State Bahia, Brazil by Saulo Sacramento Meira, Alba Benemérita Alves Vilela, Cezar Augusto Casotti, Jorge Costa do Nascimento, Camila Barros Andrade

“…This is a cross-sectional, descriptive and exploratory household survey, by simple random sample, with individuals over 60 years, residents and enrolled in a health unit’s family in Jequié / BA and who has shown no cognitive impairment. …”
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A Group Identification Protocol with Leakage Resilience of Secret Sharing Scheme by Ping Li, Shengjun Li, Hongyang Yan, Lishan Ke, Teng Huang, Alzubair Hassan

“…We prove that our scheme is a multiprover zero-knowledge proof system in the random oracle model, which shows that a passive adversary gains no information about the secret key. …”
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Importance Analysis of Causative Nodes for Accident Chains of Railway Locomotive Operation Based on STPA-PageRank Method by Ping WAN, Wei-Lun YANG, Jie-Wen LUO, Xiao-Feng MA

“…Nowadays, in terms of complex and random incidents for locomotive operation, the prevention and control for every tiny and possible influencing factor is not only costly, but also brings great psychological burden to locomotive drivers. …”
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High Performance 3D PET Reconstruction Using Spherical Basis Functions on a Polar Grid by J. Cabello, J. E. Gillam, M. Rafecas

“…Overwriting hazards are minimized by combining a random line of response ordering and constrained atomic writing. …”
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Appraisal of the Effect of TQM and Entrepreneurship on Organizational Performance of Rangsazi Company of Iran by Mehdi Ajalli, Mohammad Mahdi Mozaffari, Mina Akbari Ghalee Jough

“…Purpose: This study aimed to investigate the effect of total quality management and entrepreneurship on the organizational performance of Iran Paint Company using a descriptive correlation method.Methodology: The study's statistical population was 200 employees of Iran Paint Company, 132 selected by simple random sampling. For data collection, three questionnaires, Moghimi Inclusive Quality Management (2009), Antoncic and Hisrich Entrepreneurship (2003), and Carabulot Organizational Performance Questionnaire (2015), were used. …”
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The Relationship between House Conditions and the Household Contacts with the Incidence of Children's Pulmonary Tuberculosis by Rizqiani Astrid Nasution, Dyah Wulan Sumekar Rengganis Wardani, Bayu Anggileo Pramesona, Oktadoni Saputra

“…The total sample was 58 children (29 cases and 29 controls), selected using Simple Random Sampling. The variables of this study were residential density, humidity, lighting, floor type, ventilation area, and the presence of household contacts. …”
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Analysis of Noise Pollution during Dussehra Festival in Bhubaneswar Smart City in India: A Study Using Machine Intelligence Models by Sourav Kumar Bhoi, Chittaranjan Mallick, Chitta Ranjan Mohanty, Ranjan Soumya Nayak

“…The supervised ML models taken in this work are Decision Tree (DT), Neural Network (NN), k-Nearest Neighbor (k-NN), Naïve Bayes (NB), Support Vector Machine (SVM), and Random Forest (RF). The predictions of the models are evaluated using Orange 3.26 data analytics tool. …”
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Effect of betel leaf extract (Piper Betle L.) toward hatching and survival rate of sea bass (Lates calcarifer) larvae by Dara Dewi Cut, Zahara Raihan, Nazlia Suraiya, Humeira Humeira

“…The method used in this research was a Complete Random Design (CRD) with 5 treatment levels and 4 replications. …”
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Technological, pedagogical, and content knowledge among mathematics teachers: Difference of teaching experience and certification status by Rafiq Badjeber, Yulia Yulia, Mijra Mijra, Winda Winda

“…Method: Adopting a mixed-method approach with a sequential explanatory design, the study involved 65 Islamic Junior and Senior High School mathematics teachers in Palu City, selected through proportionate stratified random sampling. Additionally, four teachers were interviewed to gain deeper insights. …”
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Evaluation of the Risk of Recurrence in Patients with Local Advanced Rectal Tumours by Different Radiomic Analysis Approaches by Alaa Khadidos, Adil Khadidos, Olfat M. Mirza, Tawfiq Hasanin, Wegayehu Enbeyle, Abdulsattar Abdullah Hamad

“…Classically, researchers in this field of radiomics have used conventional machine learning techniques (random forest, for example). More recently, deep learning, a subdomain of machine learning, has emerged. …”
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Software Integration of Power System Measurement Devices with AI Capabilities by Victoria Arenas-Ramos, Federico Cuesta, Victor Pallares-Lopez, Isabel Santiago

“…Moreover, real-time Artificial Intelligence capabilities have been validated by implementing three Machine Learning classifiers (Neural Network, Decision Tree, and Random Forest) to distinguish between three different loads in real time.…”
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Research on Role of Connexin 36 in Pathogenesis of Rats with Levodopa-induced Dyskinesia by Bingtian ZHANG, Zhibin CHEN, Xiaowu CHEN, Xiaokuo HE, Chao HAN

“…Objective:To study the role of striatal connexin 36 (Cx36) in the pathogenesis of levodopa-induced dyskinesia (LID).Methods:A total of 60 SD rats were divided into the normal group, the sham operation group, the Parkinson's disease (PD) group, the experimental group and the control group by a random number table, and 12 rats in each group. The hemi-PD rat models were established by 6-Oxidopamine (6-OHDA) microinjection into right medial forebrain bundle (MFB), then PD rats received intraperitoneal injection of levodopa for a week to establish a LID rat model. …”
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Machine learning models for predicting the bearing capacity of shallow foundations: A Comparative study and sensitivity analysis by Hamid Mohammadnezhad, Seyedmohammad Eslami

“…The importance of splitting procedure was examined through trial and error with parameters of train test data ratio and the random state of sampling. It is indicated that a ratio of 80% for the training set would be an optimum value. …”
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Pengaruh Model Pembelajaran Teams Games Tournament (TGT) terhadap Pemahaman Konsep Matematis Siswa Sekolah Dasar by Fatkhul Arifin, Ziaratul Fadilah, Rohmat Widiyanto

“…Sampel dipilih secara teknik cluster random sampling dimana sampel dipilih secara acak sehingga diperoleh kelas II E sebagai kelas eksperimen dan kelas II F sebagai kelas kontrol. …”
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