Penerapan SMOTE untuk Mengatasi Imbalance Class dalam Klasifikasi Kepribadian MBTI Menggunakan Naive Bayes Classifier by Mutiara Persada Pulungan, Andi Purnomo, Aliyah Kurniasih

“…Abstract   Myers-Briggs Type Indicator (MBTI) personality is becoming a popular topic in understanding individual characteristics and their impact on social interaction, career, and decision-making. Machine Learning models with Naive Bayes Classifier algorithms are often used to predict MBTI personalities from Twitter data. …”
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Pemanfaatan Data PDDIKTI sebagai Pendukung Keputusan Manajemen Perguruan Tinggi by Ngatmari Ngatmari, Muhammad Bisri Musthafa, Cahya Rahmad, Rosa Andrie Asmara, Faisal Rahutomo

“…Techniques in providing solutions to these problems are classification techniques to assist decision making, for example Decission Tree (C4.5, ID3, CHAID, rule induction) and forecasting techniques using simple moving average (SMA) methods. …”
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Reduced functional independence and multimorbidity increases the risk of severe infection among older patients with Omicron: a multicenter retrospective cohort study by Wan Yu, Runnian Huang, Shuning Sun, Li Bu, Xin Chen, Yunhua Di, Shuwu Lin, Qian Li, Yang Yang, Xingyue Ye, Wenxu Wang, Rui Ren, Linze Xi, Ru Zhang, Yi Li, Xin Li, Tianbo Hou, Zibo Ning, Yang Peng, Difei Wang

“…Conclusions Our results provide further scientific evidence on the association between FI, multimorbidity, and disease severity in older COVID-19 patients, contributing to future health decision-making for COVID-19 and other infectious diseases.…”
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Lipids in parenteral nutrition – expert consensus statements: Translating guidelines into clinical practice by Robert G. Martindale, Philip C. Calder, Sarah V. Cogle, David C. Evans, Leah Gramlich, Stephen A. McClave, Manpreet S. Mundi, Maurizio Muscaritoli, Reid Nishikawa, Jayshil Patel, Lorenzo Pradelli, Martin Rosenthal, Christian Stoppe, Kelly A. Tappenden, Malissa Warren, Dan Waitzberg, Paul E. Wischmeyer, Stanislaw Klek

“…The latter aim to assist healthcare professionals in their decision-making processes in daily practice by providing practical guidance related to providing lipid emulsions as part of PN. …”
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Pengembangan Business Intelligence Dashboard untuk Monitoring Aktivitas Pariwisata (Studi Kasus: Dinas Pariwisata Provinsi Bali) by Evan Himawan Saragih, I Putu Agung Bayupati, Gusti Agung Ayu Putri

“…The system developed can assist the tourism monitoring process and support decision making. …”
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In-Season Automated Mapping of Xinjiang Cotton Based on Cumulative Spectral and Phenological Characteristics by Yongsheng Huang, Yaozhong Pan, Yu Zhu, Xiufang Zhu, Xingsheng Xia, Qiong Chen, Jufang Hu, Hongyan Che, Xuechang Zheng, Lingang Wang

“…Obtaining timely, accurate, and automated data on the spatial distribution and planting area of cotton is crucial for production management and informed trade decision-making. In this regard, remote sensing technologies are important and effective means. …”
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Penggabungan Best Worst Method, Moora Dan Copeland Score Pada Sistem Pendukung Keputusan Kelompok Penentuan Penerima Bantuan Pada Dinas Sosial by Willy Bima Alfajri, Dinar Mutiara Kusumo Nugraheni, Bayu Surarso

“…The precision of the selection of social assistance beneficiaries has a direct impact on the achievement of social protection goals, so the results of calculations using this method can be used as a reference in the Social Service's decision-making process. …”
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Advances in machine learning applications to resource technology for organic solid waste by Hongzhi MA, Yichan LIU, Jihua ZHAO, Fan FEI, Ming GAO, Qunhui WANG

“…In contrast, ML can optimize treatment processes, improve resource recovery rates, and enhance decision-making. This study explores a range of commonly used ML models, including artificial neural network (ANN), support vector machine (SVM), decision tree, random forest, and extreme gradient boosting (XGBoost). …”
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Supported biopsychosocial self-management for back-related leg pain: a randomized feasibility study integrating a whole person perspective by Brent Leininger, Roni Evans, Carol M. Greco, Linda Hanson, Craig Schulz, Michael Schneider, John Connett, Francis Keefe, Ronald M. Glick, Gert Bronfort

“…Providers also noted some challenges navigating the shared decision-making process and deciding what self-management tools to prioritize. …”
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Design and Validation of Policy Making Model with Open Government Approach by Zahra Mohammadi, Abdolmajid Imani, Farahnaz Ahang

“…Managers, policymakers, and government employees can utilize the insights from this research to improve the quality of decision-making and enhance the delivery of public services. …”
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Guidance and Counselling and Learners’ Discipline in Kasese District: A Case of Selected Government-Aided Secondary Schools in Bukonzo County. by Kule, Samson

“…Student leaders should be fully empowered and always involved in discipline management, budgeting process and decision-making especially when drafting the rules and regulations. …”
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Guidance and Counselling and Learners’ Discipline in Kasese District: A Case of Selected Government-Aided Secondary Schools in Bukonzo County. by Kule, Samson

“…Student leaders should be fully empowered and always involved in discipline management, budgeting process and decision-making especially when drafting the rules and regulations. …”
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Retrospective comparative survival analysis of ablation plus systemic therapy versus systemic therapy alone for breast cancer liver metastases, stratified by extrahepatic metastase... by Xuxiazi Zou, Hong-Liang Zou, Xuan Luo, Xu-Wei Chen, Wei-Ling Huang, Chao Zhang, Ge Ren, Jin-Hua Huang, Xue Han, Yi-Quan Jiang

“…Background: Current decision-making for the treatment of breast cancer liver metastases (BCLM) using ablation lacks strong evidence, especially for patients combined with extrahepatic metastases. …”
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Management control for quality in a hospitality business using ARP curves and the multivariate geometric indicator - Control de gestión para la calidad en una empresa hotelera con... by Tomás José Fontalvo Herrera, Juan José Tous Ferrigno, Fabio Mejía Zambrano

“…This approach establishes robust control criteria to monitor operational conditions effectively, supporting decision-making processes aimed at enhancing service quality performance.…”
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Economic-productive analysis of a mixed cattle-bubaline model mixed model in the Northern region of Corrientes Province in Argentina by Pablo Maldonado-Vargas, Vanesa Guadalupe Mierke, Liliana Laura Pellerano, Guillermo Sebastián Grimaldi, Orlando Alberto Álvarez, Natalia Mercedes Vallejos, Margarita Rosa Itatí Romero, Francisco Daniel Romero, Alexis Sebastián Bandeo, Gonzalo Enrique Tuñón, José Luis Konrad

“…The main economic and productive characteristics were obtained, which generated helpful information for designing the productive systems with buffaloes in subproductive areas and allowed for decision-making in the diverse business systems. Highlighting the main differences within the simulation model in terms of key performance indicators for buffaloes: weaning percentage (75 to 80%), female productive life (20 years), replacement percentage (10%), and age at first service (24 months). …”
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Perbandingan Metode Penyelesaian Permasalahan Optimasi Lintas Domain dengan Pendekatan Hyper-Heuristic Menggunakan Algoritma Reinforcement-Late Acceptance by Anang Firdaus, Ahmad Muklason, Vicha Azthanty Supoyo

“…This optimization is used to support an organization's decision making. In solving these optimization problems, a computational search method is needed. …”
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Penerapan Metode Weighted Product (WP) Dalam Sistem Pendukung Keputusan Penerimaan Karyawan Pada Dewata Store Fakfak by Nelson Rumui, Nur Sakinah, Cahya Nur Rolan Niah, Fathurrahman Rumalutur

“…The results of this research are intended to facilitate decision making in identifying employees based on the needs and criteria of Dewata Store Fakfak. …”
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Key prognostic risk factors linked to poor functional outcomes in cerebral venous sinus thrombosis: a systematic review and meta-analysis by Lili Lin, Senfeng Liu, Wei Wang, Xiao-kuo He, Muhammad Hibatullah Romli, Ruthpackiavathy Rajen Durai

“…This systematic review provides a comprehensive overview of the prognostic risk factors for poor functional outcomes in patients undergoing CVST, which can guide clinical decision-making and future research. Trial registration This systematic review and meta-analysis has been registered with INPLASY (International Platform of Registered Systematic Review and Meta-analysis Protocols), and the registration number is INPLASY202480072. …”
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A socio-ecological model of the management of leprosy reactions in Indonesia and India using the experiences of affected individuals, family members and healthcare providers by Annisa Ika Putri, Ruth M. H. Peters, Kevin De Sabbata, Brittney S. Mengistu, Regitta I. Agusni, Medhi Denisa Alinda, Joydeepa Darlong, M. Yulianto Listiawan, Cita R. S. Prakoeswa, Stephen L. Walker, Marjolein B. M. Zweekhorst

“…Results This study highlights the significant impact of public health insurance regulations and uptake at the macrosystem level on the provision of healthcare services, clinical decision-making, care expenditure, and the psychological well-being of individuals with LR in Indonesia and India. …”
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Implementasi Simple Additive Weight pada Sistem Pendukung Keputusan Penerima Bantuan Stimulan Perumahan Swadaya Berbasis Web di Dinas Perumahan dan Kawasan Pemukiman Kota Magelang by Eko Joko Pamungkas, Uky Yudatama, Emilya Ully Artha

“…The system that has been created can assist in the selection of Self-help Housing Stimulant Assistance Recipients because, in addition to providing ranking results, it also displays visualization graphs to simplify and speed up decision making. …”
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