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An ensemble machine learning-based performance evaluation identifies top In-Silico pathogenicity prediction methods that best classify driver mutations in cancer.
- Published in:
- BioData Mining, 2025, v. 18, n. 1, p. 1, doi. 10.1186/s13040-024-00420-x
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- Article
Association between neutrophil-albumin ratio and ultrasound-defined metabolic dysfunction-associated fatty liver disease in U.S. adults: evidence from NHANES 2017–2018.
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- BMC Gastroenterology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12876-025-03612-9
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- Article
Assessment of Supervised Machine Learning Techniques for Predicting Groundwater Availability in Mexican Aquifers.
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- International Journal of Combinatorial Optimization Problems & Informatics, 2024, v. 15, n. 4, p. 7, doi. 10.61467/2007.1558.2024.v15i4.498
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- Article
Detecting and Preventing Wireless Deauthentication Flood Attacks over 802.11 Networks.
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- Journal of Information Science & Engineering, 2025, v. 41, n. 1, p. 217, doi. 10.6688/JISE.202501_41(1).0012
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MODELING OF THE SPREAD OF TUBERCULOSIS BY REGIONS IN UKRAINE.
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- Radio Electronics, Computer Science, Control, 2024, n. 4, p. 41, doi. 10.15588/1607-3274-2024-4-4
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A novel approach to improve population mapping considering facility-based service capacity and land livability.
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- International Journal of Geographical Information Science, 2025, v. 39, n. 2, p. 346, doi. 10.1080/13658816.2024.2411434
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PREDICTIVE MODELLING FOR ENVIRONMENTAL IMPACT ON HUMAN HEALTH USING MACHINE LEARNING.
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- Biochemical & Cellular Archives, 2024, p. 4025, doi. 10.51470/bca.2024.24.1-S.4025
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PREDICTING MONTHLY FLIGHT CANCELLATIONS IN THE POST-PANDEMIC TIMES USING MACHINE LEARNING METHODS.
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- International Journal of Industrial Engineering, 2024, v. 31, n. 6, p. 1392, doi. 10.23055/ijietap.2024.31.6.8863
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ASSESSING THE IMPACT OF URBAN MORPHOLOGY ON METRO-BICYCLE SHARING TRANSFERS USING RANDOM FOREST CLASSIFICATION.
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- International Journal of Industrial Engineering, 2024, v. 31, n. 6, p. 1219, doi. 10.23055/ijietap.2024.31.6.10173
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- Article
Predicting the length-of-stay of pediatric patients using machine learning algorithms.
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- International Journal of Production Research, 2025, v. 63, n. 2, p. 483, doi. 10.1080/00207543.2023.2235029
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- Article
Inverse modeling of untethered electromagnetic actuators using machine learning.
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- Transactions of the Institute of Measurement & Control, 2025, v. 47, n. 3, p. 516, doi. 10.1177/01423312241251391
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- Article
Glaucoma detection and staging from visual field images using machine learning techniques.
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- PLoS ONE, 2025, v. 20, n. 1, p. 1, doi. 10.1371/journal.pone.0316919
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Driver identification in advanced transportation systems using osprey and salp swarm optimized random forest model.
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- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-024-84710-8
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- Article
An annual 30 m cultivated pasture dataset of the Tibetan Plateau from 1988 to 2021.
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- Earth System Science Data Discussions, 2025, p. 1, doi. 10.5194/essd-2024-620
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- Article
The study of water cut in the AB reservoir unit of Zubair formation at South Rumaila oilfield, Southern Iraq using petrophysics, geostatistics, and machine learning techniques.
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- Arabian Journal of Geosciences, 2025, v. 18, n. 1, p. 1, doi. 10.1007/s12517-024-12173-2
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Predicting adult students' online learning persistence: A case study in South Korea using random forest analysis.
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- Innovations in Education & Teaching International, 2025, v. 62, n. 1, p. 152, doi. 10.1080/14703297.2024.2305939
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- Article
基于无人机数据的森林冠层体密度和冠层基高估算.
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- Journal of Remote Sensing, 2024, v. 28, n. 12, p. 3107, doi. 10.11834/jrs.20233094
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Hybrid physically based and machine learning model to enhance high streamflow prediction.
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- Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2025, v. 70, n. 2, p. 311, doi. 10.1080/02626667.2024.2426720
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- Article
Predictive Modeling of Agricultural Production Trends using Machine Learning: A Random Forest Approach.
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- International Journal of Emerging Trends in Science & Technology, 2024, v. 10, n. 1, p. 1
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How do red foxes (Vulpes vulpes) explore their environment? Characteristics of movement patterns in time and space.
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- Movement Ecology, 2025, v. 13, n. 1, p. 1, doi. 10.1186/s40462-024-00526-1
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İNTERNET BAĞIMLILIĞI SKORLARININ TAHMİNİNDE FARKLI MAKİNE ÖĞRENME MODELLERİNİN KARŞILAŞTIRILMASI.
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- Journal of Suleyman Demirel University Institute of Social Sciences, 2024, n. 50, p. 273
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Improved Decision Tree, Random Forest, and XGBoost Algorithms for Predicting Client Churn in the Telecommunications Industry.
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- International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 12, p. 674
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Monitoring data compilations can be leveraged to highlight relationships between estuarine and watershed factors influencing eutrophication in estuaries.
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- Environmental Monitoring & Assessment, 2025, v. 197, n. 1, p. 1, doi. 10.1007/s10661-024-13564-4
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Unraveling the variability and geoclimatic drivers of daily precipitation concentration over a Western Himalayan Province of India.
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- Environmental Monitoring & Assessment, 2025, v. 197, n. 1, p. 1, doi. 10.1007/s10661-024-13465-6
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- Article
High-throughput methylation sequencing reveals novel biomarkers for the early detection of renal cell carcinoma.
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- BMC Cancer, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12885-024-13380-6
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- Article
Two-Stage Classification of Future Knee Osteoarthritis Severity After 8 Years Using MRI: Data from the Osteoarthritis Initiative.
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- Annals of Biomedical Engineering, 2024, v. 52, n. 12, p. 3172, doi. 10.1007/s10439-024-03578-x
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- Article
Cellular senescence-associated genes in rheumatoid arthritis: Identification and functional analysis.
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- PLoS ONE, 2025, v. 20, n. 1, p. 1, doi. 10.1371/journal.pone.0317364
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Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification.
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- PLoS ONE, 2025, v. 20, n. 1, p. 1, doi. 10.1371/journal.pone.0315120
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- Article
Predicting spring maize yield using UAV remote sensing.
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- Journal of Irrigation & Drainage, 2025, v. 44, n. 1, p. 43, doi. 10.13522/j.cnki.ggps.2024218
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Prediction of heart disease using random forest algorithm, support vector machine, and neural network.
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- Telkomnika, 2025, v. 23, n. 1, p. 129, doi. 10.12928/TELKOMNIKA.v23i1.25341
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- Article
OPTIMIZING PATIENT RECRUITMENT FOR CLINICAL TRIALS: A HYBRID CLASSIFICATION MODEL AND GAME-THEORETIC APPROACH FOR STRATEGIC INTERACTION.
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- Journal of Cardiovascular Disease Research (Journal of Cardiovascular Disease Research), 2024, v. 15, n. 12, p. 4680
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IDENTIFYING FRAUDULENT CREDIT CARD TRANSACTIONS USING ENSEMBLE LEARNING.
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- Journal of Cardiovascular Disease Research (Journal of Cardiovascular Disease Research), 2024, v. 15, n. 12, p. 4661
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- Article
INCIDENTŲ VALDYMO MODELIO TOBULINIMAS, TAIKANT MAŠININIO MOKYMOSI METODUS.
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- Science: Future of Lithuania / Mokslas: Lietuvos Ateitis, 2024, v. 16, p. 1, doi. 10.3846/mla.2024.21633
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- Article
Balance evaluation system using wearable IMU sensing.
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- Measurement & Control (0020-2940), 2025, v. 58, n. 2, p. 281, doi. 10.1177/00202940241258828
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Utilizing linear regression and random forest models for money laundering identification.
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- Telkomnika, 2024, v. 22, n. 6, p. 1573, doi. 10.12928/TELKOMNIKA.v22i6.26163
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Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms.
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- BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02855-6
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Çevrimiçi Matematik Öğrenmede Öz-Düzenlemeyi Etkileyen Bileşenler: Deprem Sürecinde Bir Öz-Düzenleme Perspektifi.
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- Gazi University Journal of Gazi Educational Faculty (GUJGEF), 2024, v. 44, n. 3, p. 1785, doi. 10.17152/gefad.1455657
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- Article
基于快速温度调制的气体传感器选择性提高方法.
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- Journal of Test & Measurement Technology, 2025, v. 39, n. 1, p. 88, doi. 10.62756/csjs.1671-7449.2025013
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- Article
基于机器学习对铜和锌在土壤中的老化 预测和关键因子识别.
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- Journal of Agro-Environment Science, 2024, v. 43, n. 11, p. 2534, doi. 10.11654/jaes.2024-0843
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- Article
Enhanced Grey Wolf Optimization (EGWO) and random forest based mechanism for intrusion detection in IoT networks.
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- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-024-81147-x
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- Article
Dynamic Touchstroke Analysis with Explainable Artificial Intelligence Tree-Based Learners.
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- Journal of Telecommunications & the Digital Economy, 2024, v. 12, n. 4, p. 137, doi. 10.18080/jtde.v12n4.1023
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A Comparative Analysis of Machine Learning Models for Predicting Thyroid Disorders in Type 1 and Type 2 Diabetic Patients.
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- Journal of Basrah Researches (Sciences), 2024, v. 50, n. 2, p. 193, doi. 10.56714/bjrs.50.2.16
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Comparing durability and compressive strength predictions of hyperoptimized random forests and artificial neural networks on a small dataset of concrete containing nano SiO2 and RHA.
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- European Journal of Environmental & Civil Engineering, 2025, v. 29, n. 2, p. 331, doi. 10.1080/19648189.2024.2393881
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- Article
AN IMPROVED DIABETES MELLITUS PREDICTION MODEL THROUGH ENSEMBLE LEARNING AND GINI INDEX-BASED FEATURE SELECTION.
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- Science World Journal, 2024, v. 19, n. 4, p. 1260, doi. 10.4314/swj.v19i4.48
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MACHINE LEARNING PREDICTION MODELS OF BIRTH WEIGHT OF NEW BORN BABIES IN FCT ABUJA, NIGERIA.
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- Science World Journal, 2024, v. 19, n. 4, p. 967, doi. 10.4314/swj.v19i4.9
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Enhancing the visual environment of urban coastal roads through deep learning analysis of street-view images: A perspective of aesthetic and distinctiveness.
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- PLoS ONE, 2025, v. 20, n. 1, p. 1, doi. 10.1371/journal.pone.0317585
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- Article
NICHE BASED DISTRIBUTION MODELLING AND MAPPING OF BRUTIAN PINE IN THE GÖLHISAR DISTRICT.
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- Journal of Forestry Society of Croatia / Sumarski List Hrvatskoga Sumarskoga Drustva, 2024, v. 148, n. 11/12, p. 541, doi. 10.31298/sl.148.11-12.2
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Optimized Ensemble Learning Based on Genetic Algorithms and R-Shiny App for Early Detection of Preeclampsia.
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- Mathematical Modelling of Engineering Problems, 2024, v. 11, n. 12, p. 3478, doi. 10.18280/mmep.111226
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- Article
Single Channel Sleep Stage Classification Using Random Forest and Feature Extraction with SMOTE Balancing on Fpz-Cz EEG Data.
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- Mathematical Modelling of Engineering Problems, 2024, v. 11, n. 12, p. 3243, doi. 10.18280/mmep.111204
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Prediction of Myocardial Infarction Complications using Gradient Boosting.
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- Engineering, Technology & Applied Science Research, 2024, v. 14, n. 6, p. 18550, doi. 10.48084/etasr.9076
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- Article