001 SYSTEMATIC LITERATURE REVIEW: PENGARUH KARAKTERISTIK DATASET TERHADAP EFEKTIVITAS VARIAN SYNTHETIC MINORITY OVERSAMPLING TECHNIQUE OpenAlex Paper Dwiki Likuisa, Imam Tahyudin et al. Jul 10 002 A Genetic Algorithm-Enhanced Method for Missing Value Imputation in Healthcare Datasets OpenAlex Paper Hatice Nizam Ozogur, Zeynep Orman Jun 30 003 Integrated Analysis of Missing-Value Imputation Techniques and Class-Imbalance Handling for CKD Prediction OpenAlex Paper Seong-Yoon Shin, Kwang-Seong Shin Jun 30 004 LOGISTIC REGRESSION MODEL FOR DIABETES MELLITUS PREDICTION OpenAlex Paper V. Leonov, Sergey Saharov Jun 30 005 Evaluating the Accuracy of Large Language Models in Selecting Appropriate Statistical Tests for Healthcare Research OpenAlex Paper Michael Paolella, Aditya Tadinada Jun 29 006 Clustering of Stunting, Wasting, and Underweight Case Volumes Using K-Means: An Exploratory Study of Monthly Data in Southeast Aceh Regency OpenAlex Paper Ahmad Taufik Al Afkari Afkari, Tomy Satria Alasi et al. Jun 21 007 Using binary logistic regression to identify the most important factors affecting the incidence of diabetes during the year 2025 OpenAlex Paper Wafa Alabeid, Enttsar Arhema Jun 14 008 Segment Risks Based on Age, Wages, Working Hours, and Claim Costs using K-Medoids Clustering OpenAlex Paper Agus Irawan, Dwi Mahrani et al. Jun 2 009 Prediksi Risiko Anemia Berdasarkan Gender Menggunakan Algoritma C4.5 OpenAlex Paper Widiarina, Asilsani Silvana et al. Jun 1 010 Model Regresi Linear Prediksi Tren Laporan Masyarakat di SPKT Polres Asahan OpenAlex Paper Reza Armitha, Hambali et al. May 31 011 Nonlinear Ordinal Logistic Regression and Multivariate Adaptive Regression Splines (NORL-MARS) for Prediction of Diabetes Mellitus Risk OpenAlex Paper Any Tsalasatul Fitriyah, Maylita Hasyim et al. May 25 012 Additional file 1 of Using machine learning for accurate prediction: unlocking a new chapter in risk assessment for postoperative pneumonia in osteosarcoma OpenAlex Paper Zhiping Su, Chengxing Zhou et al. May 22 013 Additional file 1 of Using machine learning for accurate prediction: unlocking a new chapter in risk assessment for postoperative pneumonia in osteosarcoma OpenAlex Paper Zhiping Su, Chengxing Zhou et al. May 22 014 Analysis of Employee Resignation Probability Using the Random Forest Method: A Case Study at PT Top Remit OpenAlex Paper Matthew Adriel, Sri Gunani Partiwi May 21 015 Construction of a predictive model for the risk of non-alcoholic fatty liver disease in patients with sleep apnea syndrome based on multiple machine learning algorithms: a multicenter study OpenAlex Paper Shu Yang, Ming Huo et al. May 15 016 Analyzing Cardiovascular Disease Risk Factors Using Generalized Logistic Logic Regression: A Retrospective Study OpenAlex Paper Habibollah Esmaily, Mahbubeh Jahani et al. Apr 27 017 A case study employing non-parametric regression to develop a novel triglycerides model based on HDL levels using non-normally distributed data OpenAlex Paper Wan Muhamad Amir W Ahmad, Farah Muna Mohamad Ghazali et al. Apr 19 018 Research Brief (Bahasa Indonesia): Global Demam Berdarah Kasus Basis Data oleh Negara (2000-2024) OpenAlex Paper Juan Moisés de la Serna Apr 17 019 Research Brief (Bahasa Indonesia): Global Demam Berdarah Kasus Basis Data oleh Negara (2000-2024) OpenAlex Paper Juan Moisés de la Serna Apr 17 020 The Importance and Application of Regression Analysis in Advanced Health Sciences Research OpenAlex Paper Muhammad Ilyas, Inam Ullah Apr 8 021 AI-POWERED INSURANCE CLAIM PREDICTION OpenAlex Paper IJDIM Apr 7 022 AI-POWERED INSURANCE CLAIM PREDICTION OpenAlex Paper IJDIM Apr 7 023 Robust Comparative Evaluation of Discriminant Analysis Methods for Predictive Classification: An Empirical and Monte Carlo Simulation OpenAlex Paper Maryjane Nneoma Chika, Uyodhu Amekauma Victor-Edema et al. Mar 31 024 Using Policyholder and Incident Risk Factors in Predictive Modelling of Auto Insurance Claims OpenAlex Paper Dr. Satyam K, Veera Leela Manikanta Mar 24 025 377P Risk prediction for non-small cell lung cancer using longitudinal EMR data: A machine learning model in a national Israeli cohort OpenAlex Paper S. Gazit, B.E. Pöllinger et al. Mar 17 026 Additional file 1 of Machine learning prediction of tuberculosis mortality: a comparative analysis of random survival forest and cox regression models OpenAlex Paper Azeez Adeboye, Osuji Georgeleen et al. Mar 17 027 Additional file 1 of Machine learning prediction of tuberculosis mortality: a comparative analysis of random survival forest and cox regression models OpenAlex Paper Azeez Adeboye, Osuji Georgeleen et al. Mar 17 028 Unsupervised Machine Learning for Profiling Quiet and Passive Quitting OpenAlex Paper Marcin Nowak, Marta Pawłowska-Nowak et al. Mar 13 029 Identifying Key Predictors of Employee Attrition: A Data Analytics Perspective OpenAlex Paper Shambhavi Sah, Raj Kishore Mishra et al. Mar 6 030 Class-Focused Variable Importance in Random Forests for Multi-Class Outcomes OpenAlex Paper Roman Hornung, Alexander Hapfelmeier Mar 4 031 Evaluation of Tree-Based Models for Predicting Social Assistance Recipient Status Based on National Socio-Economic Survey (SUSENAS) 2024 OpenAlex Paper Yani Prihantini Hiola, Zulhijrah et al. Mar 3 032 A Statistical Review Of Methods For Addressing The P>N Problem: Logistic Regression As A Foundational Classification Framework (2015–2025) OpenAlex Paper Nada Hussein Tali, Hanan Abbas Hamza Mar 1 033 Logistic Regression-Based Diabetes Risk Prediction Model for Young: A Case Study in Indonesia OpenAlex Paper Laura Anisa Mafatikhur Rizqi, Arief Rais Bahtiar et al. Feb 26 034 R'la Sağlık Bilimlerinde Olasılıklı Örnekleme Yöntemleri OpenAlex Paper Tevfik Bulut Feb 26 035 R'la Sağlık Bilimlerinde Olasılıklı Örnekleme Yöntemleri OpenAlex Paper Tevfik Bulut Feb 26 036 A GMM-COX Hybrid Modeling Framework for Multidimensional Retirement Prediction in the Public Sector OpenAlex Paper Camile LIKOTELO BINENE, Pierre J. SAKODI MJANAHERI et al. Feb 24 037 Application of Artificial Neural Networks in Predicting the Number of Out-of-School Children Based on Expenditure Groups in Indonesia (2019–2023) OpenAlex Paper Albert Adolf Angie MSManalu, Yeheskiel Ravena Damanik et al. Feb 15 038 Evaluating the sampling effect of propensity score matching for reducing selection bias in medical data OpenAlex Paper Minji Roh, Sujin Yum et al. Feb 10 039 Calibration and Applied Statistical Modeling Using Logistic Regression on the UCI Heart Disease Dataset OpenAlex Paper Andi Cahyono, Inkha Ameriza et al. Feb 4 040 Identification of prognostic factors in stage II liver cancer patients using SEER data OpenAlex Paper Bokyung Kim, Minjung Lee Jan 31 041 Perbandingan Kinerja Algoritma Machine Learning dalam Klasifikasi Sentimen Komentar Publik terhadap Pelayanan Perpajakan OpenAlex Paper Dadang Kurniawan, Windu Gata et al. Jan 31 042 Data-Based Health Insurance Premium Modeling at KUD Tirta Kencana Using a Machine Learning Approach OpenAlex Paper Sukardi Sukardi, Syafri Arlis Jan 27 043 SURVIVAL ANALYSIS OF CHRONIC KIDNEY FAILURE PATIENTS USING THE COX STRATIFIED MODEL AND RANDOM SURVIVAL FOREST OpenAlex Paper Assyifa Lala Pratiwi Hamid, Budi Susetyo et al. Jan 26 044 Comparison of NBC and KNN in Classifying Stunting in Children in Rural Areas OpenAlex Paper Betrisandi Betrisandi, Rahmat Thaib Jan 21 045 Penanganan Ketidakseimbangan Data pada Pemodelan Risiko Diabetes Tipe 2 Menggunakan SMOTE-MARS OpenAlex Paper Canada Mewa Fizkadana, Nur Chamidah et al. Jan 21 046 Predicting Categorical Severity of Lower Respiratory Infection Deaths: A Neural Network Model Evaluation OpenAlex Paper Veerasekar N, Dhanalakshmi T et al. Jan 21 047 Analysis of DHF Patients Based on Laboratory Examination Results with Nonparametric Approach OpenAlex Paper Tiani Wahyu Utami, M. Al Haris et al. Jan 17 048 Analyzing Healthcare Attrition using Machine Learning and Traditional Statistical Techniques OpenAlex Paper Sumali Conlon, Yue Gaob et al. Jan 17 049 Comparing MARS and Binary Logistic Regression to Modelling Hepatitis C Cases using the SMOTE Balancing Method OpenAlex Paper Nur Chamidah, Aulia Ramadhanti et al. Jan 2 050 A Comparative Analysis of Logistic Regression and Random Forest Models for Predicting Employee Attrition OpenAlex Paper A SABERUN NISA Jan 1 051 A Comparison of Classical and Machine Learning Techniques for Binary Logistic Regression Estimation OpenAlex Paper Zhyan Rafaat Ali, Khwazbeen Saida Fatah Jan 1 052 Accuracy Prompts and Health Misinformation - Dataset OpenAlex Paper Cristina Alexandra Pomboza Floril Jan 1 053 Additional file 2 of Exploring prognostic factors on vascular outcomes among maintenance dialysis patients and establishing a prognosis prediction model using machine learning methods OpenAlex Paper Chia-Kuan Wu, Zih-Kai Kao et al. Jan 1 054 Additional file 2 of Exploring prognostic factors on vascular outcomes among maintenance dialysis patients and establishing a prognosis prediction model using machine learning methods OpenAlex Paper Chia-Kuan Wu, Zih-Kai Kao et al. Jan 1 055 Forecasting Internal Labor Supply at Baganuur JSC, A Strategic Energy Hub of Mongolia: A Markov Chain Analysis OpenAlex Paper S S. Otgonsuren, D. Enkhjargal et al. Jan 1 056 Nature of Consumer-Type Insurance Fraud and the Size of Associated Financial Losses among Medical Insurance Providers in Kenya OpenAlex Paper Anthony Ndambiri Njuno, Wycliffe Nyachoti Otiso Jan 1 057 Predicting Diabetes Using Logistic Regression: A Cross-Sectional Analysis of the Pima Indians Diabetes Dataset OpenAlex Paper Caroline Andrew, Ibrahim Aliu Jan 1 058 Predicting Individual Unemployment Risk Using Explainable AI: A Two-Stage Microdata Framework from Palestine OpenAlex Paper Haitham Zeidan, Adel Karaa et al. Jan 1 059 Revisiting Logistic Regression for Diabetes Prediction: An Interpretable and High-Performance Analysis Using a Public Health Dataset OpenAlex Paper Peter Chimwanda, Edwin Rupi Jan 1 060 Robustness Comparison of MLE, Clean-MLE, Bianco–Yohai, and Weighted Bianco–Yohai Estimates in Binary Logistic Regression for Heart Disease Prediction OpenAlex Paper Muhammad Zulfadhli Dec 31, 2025