Improving Gaussian Naive Bayes classification on imbalanced data through coordinate-based minority feature mining by Wei Wang, Li Yan, Fen Liu, Yanxi Li

“…Most traditional approaches rely on sampling techniques; however, these methods alter the quantity and distribution of the original data and are prone to issues such as class overlap and overfitting, thus presenting clear limitations. …”
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A Systematic Review and Evaluation of Sustainable AI Algorithms and Techniques in Healthcare by Yehia Ibrahim Alzoubi, Ahmet E. Topcu, Ersin Elbasi

“…We propose an integration framework for deploying these methods in resource-constrained healthcare environments, identifying open research challenges and future directions. …”
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Comparison of Spatiotemporal Gait Variables Between Healthy Individuals and Patients with Heel Spur During Walking by Mohamad amin Shahbazi, Ali Jalalvand

“…Spatiotemporal gait parameters were recorded using Vicon high-speed cameras at a sampling frequency of 100 Hz during walking trials. …”
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Identifying Factors Influencing the Efficiency of School Counselors: A Thematic Analysis Study by Dariush Azimi, Hossein Ghamari Givi, Ali Rezaeisharif, Ali Sheykholeslami

“…Accordingly, this study aimed to identify the factors underlying the efficiency of school counselors.Methods: This qualitative study was conducted using a descriptive and exploratory design. …”
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Sales Promotion and Changing Market shares of Telecom Companies. It was Carried out in Kigali City Rwanda. by Daria, Murungi

“…Simple random sampling and purposive sampling techniques were used to select company staff and the consumers respectively. …”
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Other proprietary brand assets and competitive advantage in beer products in Kabale District, South Western Uganda by Moses, Agaba, Sunday, Arthur

“…Background In the current business environment, firms are required to be more competitive and hostile. Other proprietary brand asset is used by business organizations to gain competitive advantage. …”
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Job characteristics model-based study of the intrinsic motivations for primary care practitioners by Shichao Zhao, Jing Ping, Hong Zhu, Wanting Ji, Yuyan Wang, Ying Wang

“…The health centers were selected through a multi-stage sampling method. Within participants who completed the questionnaires, 167 participants were selected through a convenience sampling process, for semi-structured interviews. …”
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Variability of Loa loa microfilarial counts in successive blood smears and its potential implication in drug-related serious adverse events by Tristan M. Lepage, Jérémy T. Campillo, Frédéric Louya, Paul Bikita, François Missamou, Marlhand C. Hemilembolo, Sébastien D. S. Pion, Michel Boussinesq, Cédric B. Chesnais

“…There are also no guidelines supporting the collection and analysis of one or two TBSs. Methods We assessed the variability of two successive L. loa MFD samples (MFD1 and MFD2), collected from 255 patients. …”
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Pengukuran Kualitas Data Menggunakan Framework Total Data Quality Management: Studi Kasus Kementerian Hukum Dan Hak Asasi Manusia Rutan Klas I Jakarta Pusat by Elin Cahyaningsih, Alip Rinjatmoko, Wina Permana Sari

“…Peneltian ini menggunakan metode campuran (mixed method) yaitu dengan mengkombinasikan pendekatan kuantatif dan kualitatif. …”
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RISIKO JENIS KELAMIN DENGAN KEJADIAN DEPRESI PADA GURU DALAM MENGHADAPI WORK FROM HOME SELAMA PANDEMI COVID-19 by Nadya Reza Palupi, Acknes Leonita, Amira Dhisa Fakhira, Nadiyah Rahmasari, Ayik Mirayanti Mandagi

“…This study used a quantitative method with a cross sectional study design. Data was collected using non-probability sampling online by distributing questionnaire links to 100 respondents. …”
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Design and Validation of Policy Making Model with Open Government Approach by Zahra Mohammadi, Abdolmajid Imani, Farahnaz Ahang

“…In the qualitative component, ten experts in public administration from Sistan and Baluchistan University were meticulously selected using a purposeful sampling method to ensure a rich depth of knowledge. …”
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CHNSO Elemental Analyses of Volatile Organic Liquids by Combined GC/MS and GC/Flame Ionisation Detection Techniques with Application to Hydrocarbon-Rich Biofuels by Jude Azubuike Onwudili, Morenike Ajike Peters, Carine Tondo Alves

“…In contrast, Method 2 gave more accurate and consistently representative elemental data in a set of simulated samples when compared to theoretical elemental data. …”
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Effects of chronic diseases on health related quality of life is mediated by sleep difficulty in middle aged and older adults by Yaoyao Wu, Zesheng Chen, Zongxue Cheng, Zhecong Yu, Kang Qin, Caixia Jiang, Jue Xu

“…We used a multi-stage cluster random sampling method to recruit participants from seven districts in Hangzhou. …”
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Knowledge, Applicability, and Barriers of Telemedicine in Egypt: A National Survey by Mohamed Alboraie, Mahmoud Abdelrashed Allam, Naglaa Youssef, Mohammad Abdalgaber, Fathiya El-Raey, Nermeen Abdeen, Reem Ezzat Mahdy, Omar Elshaarawy, Ahmed Elgebaly, Tamer Haydara, Sherief Abd-Elsalam, Yusuf Abdullah Nassar, Hosam Shabana, Samy Zaky

“…A convenience sampling method was used to approach the eligible participants from University Teaching Hospitals of eight governorates from May to July 2020. …”
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Novel fascial mapping of muscle spindles distribution: insights from a murine model study by Yunfeng Sun, Yunfeng Sun, Lucia Petrelli, Caterina Fede, Carlo Biz, Damiana Incendi, Andrea Porzionato, Carmelo Pirri, Xiaoxiao Zhao, Xiaoxiao Zhao, Carla Stecco

“…Using the rat quadriceps femoris muscle as the target, serial sections of the muscle were meticulously prepared following tissue sampling, fixation, and embedding. Furthermore, four additional rat gastrocnemius and eight human muscles were processed and cut into non-successive sections by the above method. …”
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Noncommunicable diseases: a silent epidemic in occupied palestine: results from the world health organization STEPS survey 2022 by Salwa Massad, Mervett Isbeih, Marwa Owess, Heba Fouad, Khalid Abu Saman, Sally Issawi, Shannon Barkley, Nancy Falah, Stefan Savin, Patricia Rarau, Richard Peeperkorn

“…A three-stage stratified cluster sampling method was used to randomly select a sample of 5,775 adults from 525 enumeration areas, comprising 3,135 individuals from the West Bank and 2,640 from the Gaza Strip. …”
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Triple burden of malnutrition among Vietnamese 0·5–11-year-old children in 2020–2021: results of SEANUTS II Vietnam by Nga Thuy Tran, Van Khanh Tran, Duong Thanh Tran, Tu Tran Ngoc Nguyen, Son Duy Nguyen, Ha Thu Nguyen, Tu Song Nguyen, Tung Van Thanh Le, Phuong Thi Lan Nguyen, Hanh Thi Dang, Hoa Anh Le, Gerard Wong, Ilse Khouw

“…Setting: A multistage cluster systematic random sampling method was implemented in different regions in Vietnam: North Mountainous, Central Highlands, Red River Delta, North Central and Coastal Area, Southeast and Mekong River Delta. …”
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Readiness and Acceptance of Health Providers using Clinical Decision Support System at Probolinggo Primary Healthcare Centers by Rokayah Rokayah, Riza Alfian, Yunita Nita, Hanni Prihhastuti Puspitasari

“…This study evaluates the readiness and acceptance of doctors, nurses, midwives, pharmacists, and pharmacists' assistants in Puskesmas using CDSS. Methods: The method used was a cross-sectional quantitative survey with snowball sampling of 185 respondents at the Probolinggo Puskesmas in July-August 2024. …”
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Investigating the concentration of heavy metals and their health risk assessment in the water resources of northwestern Iran by Ali Noormohammadi, Ahamad Mokhtari, Mehdi Vosoughi, Abdollah Dargahi, Mehdi Fazlzadeh

“…In this cross-sectional descriptive study, 150 samples were prepared from different water sources of Ardabil province in 2021 and 2022 years and were analyzed by ICP-MS according to the standard methods. …”
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Impact of Livelihood Diversification on Rural Households’ Food and Nutrition Security: Evidence from West Shoa Zone of Oromia Regional State, Ethiopia by Firafis Haile, Jema Haji Mohamed, Chanaylew Seyoum Aweke, Terefe Tolessa Muleta

“…A multistage sampling method was utilized to choose the study locations. …”
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