Predlog modela za predviđanje koncentracije suspendovanih (PM2.5) čestica u vazduhu by Filip Nastić

“…U cilju formiranja optimalnog modela za časovnu predikciju koncentracije PM2.5 u vazduhu, analizirane su prediktivne performanse tri različita algoritma mašinskog učenja: “Random forest”, “XGBoost” i “Light gradient boosting machine”. …”
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Sex of Household Heads and Attitude Towards Home Gardening in Southwest, Nigeria by Abdulrazaq Kamal DAUDU, Sidiqat Adeyemi Aderinoye-Abdulwahab

“…We used a cross-sectional sex-disaggregated survey data collected from a random sample of 480 households. We used attitudinal scale to measure household attitude towards the importance and benefits of home garden by gender and teacher made test to categorize their knowledge level of home garden. …”
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Prediction of Career Attitudes Based on Future Concern and Perfectionism in University Students by Shiva Mousavi, Seyed AbdolHadi Samavi

“…., associate, bachelor and master's degrees) in 2024. A stratified random sampling technique was employed to gather data for this research. …”
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Machine learning models for water safety enhancement by Fatemeh Ranjbar, Hossein Sadeghi, Reza Pourimani, Soraya Khanmohammadi

“…A study was conducted using random sampling to assess the concentrations of radioactive isotopes and heavy metals in mineral water from Iran, consumable at Arak City. …”
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Level of knowledge about information searching in health professional by Ana María Molina Gómez, María Elinor Dulzaides Iglesias, Oristela Mora Rodríguez

“…It included 100 users selected at simple random. Characterization of the sample, perception of the users about the knowledge on the steps to make to perform a search, main medical web sites and how to search for the information in INFOMED, sites and data bases in which they carry out the search, knowledge of elements, sites and tools for searching were the variables analyzed. …”
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ENTREPRENEURSHIP DEVELOPMENT ON THE ECONOMIC GROWTH OF DEKINA LOCAL GOVERNMENT OF KOGI STATE by Adeleye Tope James, Audu Jeremiah Okpanachi, Audu Friday

“…Six thousand seven hundred and four people made up the population [6,704]. A basic random sample strategy is used in the study to choose 377 SMEDAN participants. …”
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The Relationship between Chewing Betel Habit and Periodontal Disease in an Indonesian Village Community - An Evaluative Study by Nurdin Nurdin, Herry Imran, Arnela Nur, Cut R. Keumala, Nasri Nasri, Reca Reca

“…The sampling technique in this study was to use the Tro Yaname and Slovin opinion formula through Proportional Random Sampling, so that a sample of 89 people was obtained. …”
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Hierarchical Classification of Variable Stars Using Deep Convolutional Neural Networks by Mahdi Abdollahi, Nooshin Torabi, Sadegh Raeisi, Sohrab Rahvar

“…There have been many attempts to classify variable stars by traditional algorithms like Random Forest. In recent years, neural networks as classifiers have come to notice because of their lower computational cost compared to traditional algorithms. …”
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Association between age-related hearing loss and depression: A systematic review and meta-analysis. by Fuyao Li, Meiling Jin, Tianyi Ma, Chunlian Cui

“…We used Hedges' g as the effect size, and all pooled analyses were performed using random-effects models.<h4>Results</h4>ARHL patients had higher depressive symptom scores than non-ARHL older adults (g = 0.52). …”
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Irreversibility in non-reciprocal chaotic systems by Tuan Minh Pham, Albert Alonso, Karel Proesmans

“…Specifically, we establish an exact relation between the averaged entropy production rate—a measure of irreversibility—and the autocorrelation function for an infinite system of neurons coupled via random non-reciprocal interactions. We show how, under given noise strength, the entropy production rate can signal the onset of a transition occurring as the coupling heterogeneity increases beyond a critical value via a change in its functional form upon crossing this point. …”
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Application of Diversified Health Education Combined with Psychological Nursing in the Treatment of Patients with Infectious Bone Defects by Induction Membrane Surgery by Ni Wang, Ling Wei, Rui Xiong, Dong Cheng

“…A total of 52 patients with infectious bone defects treated by induction membrane surgery from May 2018 to January 2022 were selected as the research subjects and divided into an observation group (with diversified health education combined with psychological care) and a control group according to the random number table method (routine nursing care). …”
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Estimating Ruin Probability in an Insurance Risk Model Using the Wang-PH Transform Through Claim Simulation by Weenakorn Ieosanurak, Adisak Moumeesri

“…This model serves as the foundation for estimating finite-time ruin probability through claim simulation, employing the acceptance-rejection technique to generate random samples. Additionally, a regression-based methodology estimates the minimum capital reserve required to safeguard against financial risk. …”
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Cortical Visual Performance Test Setup for Parkinson’s Disease Based on Motion Blur Orientation by M. Erdem Isenkul

“…However, instead of showing random images and asking for discrepancies between them, it is expected that the questions to be asked to patients should be provable in the existing cortex models, should be deduced between the images, and produce a reference threshold value to compare with the practical results. …”
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In Vivo Magnetic Resonance Imaging and Optical Imaging Comparison of Viable and Nonviable Mesenchymal Stem Cells with a Bifunctional Label by Elizabeth Jane Sutton, Tobias D. Henning, Sophie Boddington, Stavros Demos, Christian Krug, Reinhardt Meier, John Kornak, Shoujun Zhao, Rick Baehner, Sheida Sharifi, Heike Daldrup-Link

“…The results were analyzed with a mixed random effects model and Fisher probability. Bilabeled MSCs showed increased MRI and OI signals compared to unlabeled controls ( p < .0001). …”
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Joint Identification and Sensing for Discrete Memoryless Channels by Wafa Labidi, Yaning Zhao, Christian Deppe, Holger Boche

“…Specifically, the sender transmits an ID message over the DMC while simultaneously estimating the channel state through strictly causal observations of the channel output. Importantly, the random channel state is unknown to both the sender and the receiver. …”
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Perbedaan Tingkat Kecukupan Vitamin A, Zat Besi, dan Zink pada Balita Stunting dan Non Stunting di Kabupaten Banyuasin by Titin Dewi Sartika Silaban, Sendy Pratiwi Rahmadhani, Turiyani Sugiman

“…The sample of this study was 98 toddlers aged 13-23 months in Banyuasin Regency in 2021, collected by simple random sampling technique. The data were collected by using microtoise and food recall 24h (not in arrow). …”
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Research on Weld Identification and Defect Localization Based on an Improved Watershed Algorithm by Lingjiang Guo, Yong Yan, Junjie Cui, Zhongsi Xu

“…Furthermore, the contour of the weld joint is extracted with greater accuracy by random incremental algorithm, which contributes to accelerating the following the detection speed only considering the weld joint region. …”
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The Effect of Premature Sign-off and Under-reporting of Chargeable Time of Audit on The Performance of Auditors by Hossein Rajabdorri, Amirreza Khanizalan

“…A case study was also conducted through questionnaires and random sampling from 115 active auditors in the country in 2019, both virtual and in person. …”
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Experimental Study on Dynamic Performance of Self-Compacting Lightweight Aggregate Concrete under Compression by Furong Li, Zhenpeng Yu, Yanli Hu

“…Affected by the loading strain rate and the random coupling of concrete, the peak strain of the self-compacting lightweight aggregate shows a relatively discrete changing trend. …”
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Tourists’ Views on Sustainable Heritage Management in Porto, Portugal: Balancing Heritage Preservation and Tourism by Makhabbat Ramazanova, Fátima Matos Silva, Isabel Vaz de Freitas

“…Structured questionnaires were distributed to a random sample of tourists in strategic locations between January and April 2023, obtaining quantitative data. …”
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