A composite Feature Selection Method to improve Classifying Imbalanced Big Data by Shaymaa Razoqi, Ghayda Al-Talib

“…Feature selection is one of the methods used to improve the performance of machine learning algorithms, especially when classifying the big data. the fined of new method was be more needed when dealing with the imbalanced big data. …”
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Mechanical safety assessment method for transmission towers based on improved reliability theory by Zhengdao Zhou, Linfeng Zhang, Zhiyu Shang, Wang Zhang, Qianwen Wang, Zhengfa Li

“…It can be considered that the method of this paper is more realistic than the traditional mechanical safety assessment methods for transmission towers.…”
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Exam Anxiety and Factors Influencing Exam Preparation: A Mixed Method Study by L Manoj Kumar

“…Along with exam anxiety; this research explored factors influencing exam preparation among nursing students. Material and methods: A mixed-method research study was conducted to assess test anxiety and to explore factors influencing their exam preparations. …”
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Tetanus vaccine coverage in recommended and more than recommended doses among mothers in a West Cameroon health district: a cross sectional study [version 2; peer review: 1 approve... by Trevor Anyambod Mboh, Linda Evans Eba Ze, Ruth Noutakdie Fossi, Dominique Majoric Omokolo, Jerome Ateudjieu, Etienne Guenou, Martin Nguetsop, Igor Nguemouo Nguegang

“…The recruitment, two and five doses completeness rates were 99.9% (569/570), 95.8% (546/570) and 65.3% (372/570), respectively. Conclusion: More than half of mothers received more doses of tetanus toxoid vaccine than necessary in FHD. …”
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Attitude of schizophrenic patients\' care givers about their method of patient caring ‎at home by Mahin Nadem Boieni, Tahereh Ramezani, Naeima Khodadadi, Seyedeh Mahboobeh Moosavi Lotfi, Ali Akbar Haghdoost, MohammadReza Yeganeh Rasteh Kenari

“…‎ Methods: In this analytical and descriptive study, ‎‏196‏‎ care givers of schizophrenic patients were ‎selected by convenience sampling during a period of five months. …”
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Low-Complexity Timing Correction Methods for Heart Rate Estimation Using Remote Photoplethysmography by Chun-Chi Chen, Song-Xian Lin, Hyundoo Jeong

“…However, most HR estimation methods rely on stable, fixed sampling intervals, while practical image capture often involves irregular frame rates and missing data, leading to inaccuracies in HR measurements. …”
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Modeling Spatial Data with Heteroscedasticity Using PLVCSAR Model: A Bayesian Quantile Regression Approach by Rongshang Chen, Zhiyong Chen

“…The simulation results demonstrate that our estimator exhibits robustness to alternative spatial weight matrices and outperforms both quantile regression (QR) and instrumental variable quantile regression (IVQR) in a finite sample at different quantiles. The effectiveness of the proposed model and estimation method is demonstrated by the use of real data from the Boston median house price.…”
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A study of eosinophil count in oesophageal and gastric mucosal biopsies at a tertiary care centre by Nilam More, Amita Joshi, Snehal Jumnake, Pallavi Gulhane

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Antecedents of Trust in Sharing Economy Platforms: Prioritization Using the Best-Worst Method by Navid Khanjanzadeh Kakeroodi, Ali Adabi Firoozjaei, Soheil Nejat, Hamidreza Fallah Lajimi

“…The second step focused on sample selection. A systematic review method was employed to select the articles. …”
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NOURISH-US: a mixed-methods, randomized crossover study of a program designed to reduce the financial burden of food allergy by Michael A. Golding, Sarah Baldwin, Brandon Kim, Zoe Harbottle, Manvir Bhamra, Dylan S. Mackay, Moshe Ben-Shoshan, Jennifer D. Gerdts, Elissa M. Abrams, Sara J. Penner, Jo-Anne St-Vincent, Jennifer L. P. Protudjer

“…However, 5 participants were dropped from the final quantitative sample due to a failure to complete one or more set of quantitative measures. …”
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A Machine-Learning-Based Classification Method for Meteorological Conditions of Ozone Pollution by Yang Cao, Xiaoli Zhao, Debin Su, Xiang Cheng, Hong Ren

“…With 12 individual BP classifiers, the classification accuracy of all 21 cities was more than 60%, of which 18 cities were more than 70%, and 9 cities were more than 80%. …”
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An Online Tool for Correcting Performance Measures of Electronic Phenotyping Algorithms for Verification Bias by Ajay Bhasin, Sue Bielinski, Abel N. Kho, Nicholas Larson, Laura J. Rasmussen-Torvik

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A new machine learning method for rainfall classification: temporal random tree by Kokten Ulas Birant, Bita Ghasemkhani, Özlem Varlıklar, Derya Birant

“…In fact, samples in temporal data, such as precipitation data, may not have equal importance; more recent samples contain more accurate and useful information than earlier ones. …”
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Using a novel, multi-method approach to evaluate the quality of self-report survey data in organizational readiness research by Derek W. Craig, Jocelyn Hunyadi, Timothy J. Walker, Lauren Workman, Maria McClam, Andrea Lamont, Joe R. Padilla, Pamela Diamond, Abraham Wandersman, Maria E. Fernandez

“…We determined response quality (high/low) using two assessment methods: survey completion time and monotonic response patterns (MRPs). …”
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Regulation of used frying fats and validity of quick tests for discarding the fats by M. C. Dobargarnes, G. Márquez-Ruiz

“…Hence, simple rapid analytical tests to substitute for official methods are neccesary to monitor oil quality in restaurants and fried food outlets. …”
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An object detection method in foggy weather based on novel feature enhancement and fusion by ZHU Lei, ZHAO Han, WANG Weili

“…Specifically, when the intersection over union(IOU) is 0.5, the mean average precision(mAP) is improved by more than 1.30%, when IOU is 0.5 to 0.95 and step is 0.05, the mean average precision is improved by more than 2.99%.…”
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A Mixed-Methods Study Into the Discipline-Specific Effect of Critical EAP on Reading Comprehension by Tahereh Movahhedi, Seyyed Amir Hossein Sarkeshikian, Mohammad Golshan

“…Although critical English for academic purposes (CEAP) has grown theoretically, more research is needed to explore it in more depth. …”
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Polen y vegetación en la Patagonia extraandina argentina a 45º S by Lidia S. Burry, Héctor L. D’Antoni, Jorge L. Frangi

“…A west-to-east gradient of decreasing precipitation and increasing temperature determines four vegetation units: (1) grass steppe, (2) grass-bush steppe, (3) bush steppe and (4) bush-brush steppe. Pollen samples were analyzed by classification and ordination methods, and correlated to environmental variables. …”
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Tight oil imbibition based on nuclear magnetic resonance signal calibration method by TANG Huiying, DI Kaixiang, ZHANG Liehui, GUO Jingjing, ZHANG Tao, TIAN Ye, ZHAO Yulong

“…This study explores oil-water imbibition dynamics in rock samples of tight sandstone with similar physical properties using a novel NMR signal calibration method. …”
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The Spatial Proximity of CD8⁺ FoxP3⁺PD-1⁺ Cells to Tumor Cells: A More Accurate Predictor of Immunotherapy Outcomes in Advanced Non-Small-Cell Lung... by Zijuan Hu, Zhihuang Hu, Keji Chen, Huixia Huang, Xinyang Zhong, Yaxian Wang, Jiayu Chen, Xuefeng He, Di Shi, Yupeng Zeng, Jiwei Li, Xiaoyan Zhou, Ping Wei

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