Works matching DE "RANDOM forest algorithms"

Results: 5000

ATP6V0A4 as a novel prognostic biomarker and potential therapeutic target in oral squamous cell carcinoma.

Published in:

BMC Oral Health, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12903-025-06653-4

By:

Gao, Xiaopu;
Zhou, Jiamin;
Qiao, Yu;
Lin, Chuyin;
Zhang, Guanxiong;
Wu, Qiuyu;
Su, Zhikang;
Zhang, Qianji;
Huang, Songkai

Publication type:

Article

Enhancing Machine Learning Explainability of Disaster Preparedness Models from the FEMA National Household Survey to Inform Tailored Population Health Interventions.

Published in:

Population Health Management, 2025, v. 28, n. 4, p. 204, doi. 10.1089/pop.2024.0243

By:

Amberson, Taryn;
Zhang, Wenhui;
Sondheim, Samuel E.;
Spurlock, Wanda;
Castner, Jessica

Publication type:

Article

Evaluation of Logistic Regression and Advanced Machine Learning Algorithms to Differentiate between Type 1 and Type 2 Diabetes in India.

Published in:

Journal of Diabetology: Official Journal of Diabetes in Asia Study Group, 2025, v. 16, n. 3, p. 231, doi. 10.4103/jod.jod_12_25

By:

Venkatesan, Ulagamadesan;
Amutha, Anandakumar;
Anjana, Ranjit Mohan;
Unnikrishnan, Ranjit;
Mappillairaju, Bagavandas;
Mohan, Viswanathan

Publication type:

Article

Machine learning prediction of early reoperation following lower extremity tumor resection and endoprosthetic reconstruction: A PARITY trial secondary analysis.

Published in:

Journal of Orthopaedic Surgery & Research, 2025, v. 20, n. 1, p. 1, doi. 10.1186/s13018-025-06139-7

By:

Newman-Hung, Nicole J.;
Shah, Akash A.;
Kendal, Joseph K.;
Bernthal, Nicholas M.;
Wessel, Lauren E.

Publication type:

Article

AutoSplit: a two-stage AI architecture for enhanced classification of manufacturing processes with a focus on the identification of additive manufacturing components.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 139, n. 9/10, p. 4703, doi. 10.1007/s00170-025-16118-1

By:

Nazarian, Mehdi;
Neves, Rafael;
Klick, Léon;
Lau, Robert;
Weigand, Felix

Publication type:

Article

Development and validation of a machine learning model for predicting vulnerable carotid plaques using routine blood biomarkers and derived indicators: insights into sex-related risk patterns.

Published in:

Cardiovascular Diabetology, 2025, v. 24, n. 1, p. 1, doi. 10.1186/s12933-025-02867-6

By:

E, Yimin;
Yao, Zhichao;
Ge, Maolin;
Huo, Guijun;
Huang, Jian;
Tang, Yao;
Liu, Zhanao;
Tan, Ziyi;
Zeng, Yuqi;
Cao, Junjie;
Zhou, Dayong

Publication type:

Article

Effect of wind measurement period and data recovery rate on performance of measure-correlate-predict method with machine learning.

Published in:

Journal of Mechanical Science & Technology, 2025, v. 39, n. 8, p. 4355, doi. 10.1007/s12206-025-0708-1

By:

Amarzaya, Buyankhishig;
Ko, Kyungnam

Publication type:

Article

Developing a machine learning-based predictive model for the analgesic effectiveness of transdermal fentanyl in cancer patients: an interpretable approach.

Published in:

International Journal of Clinical Pharmacy, 2025, v. 47, n. 4, p. 1011, doi. 10.1007/s11096-024-01860-5

By:

Hu, Xiaogang;
Chen, Ya;
Tang, Yuelu;
Wang, Xiaoxiao;
Li, Lixian;
Li, Chao;
Chen, Wanyi

Publication type:

Article

Predicting survival benefits of immune checkpoint inhibitor therapy in lung cancer patients: a machine learning approach using real-world data.

Published in:

International Journal of Clinical Pharmacy, 2025, v. 47, n. 4, p. 981, doi. 10.1007/s11096-024-01818-7

By:

Pan, Lingyun;
Mu, Li;
Lei, Haike;
Miao, Siwei;
Hu, Xiaogang;
Tang, Zongwei;
Chen, Wanyi;
Wang, Xiaoxiao

Publication type:

Article

Machine Learning-Based Model for Predicting Severe Exacerbations in Adult-Onset Type 2 Inflammatory Asthma.

Published in:

Respiration, 2025, v. 104, n. 8, p. 529, doi. 10.1159/000545039

By:

Dai, JunJie;
Ling, Huaxiang;
Liu, Yaqin;
Chen, Rongchang;
Shi, Fei

Publication type:

Article

Novel radiotherapy target definition using AI-driven predictions of glioblastoma recurrence from metabolic and diffusion MRI.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01861-2

By:

Tran, Nate;
Luks, Tracy L.;
Li, Yan;
Jakary, Angela;
Ellison, Jacob;
Liu, Bo;
Adegbite, Oluwaseun;
Nair, Devika;
Kakhandiki, Pranav;
Molinaro, Annette M.;
Villanueva-Meyer, Javier E.;
Butowski, Nicholas;
Clarke, Jennifer L.;
Chang, Susan M.;
Braunstein, Steve E.;
Morin, Olivier;
Lin, Hui;
Lupo, Janine M.

Publication type:

Article

Spatial modelling soil texture variability in northeastern Iran: Integrating remote sensing and machine learning.

Published in:

Earth Surface Processes & Landforms, 2025, v. 50, n. 8, p. 1, doi. 10.1002/esp.70110

By:

Mousavi, Amin;
Karimi, Alireza;
Alavipanah, Seyed Kazem;
Shahabi, Mahmoud;
Safari, Tayebeh

Publication type:

Article

Investigating factors affecting the quality of water resources by multivariate analysis and soft computing approaches.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13380-x

By:

Cheng, Bing;
Liu, Xinyu;
Guo, Keke;
Rastegarnia, Ahmad

Publication type:

Article

Batch evaluation of collective owned commercialised construction land using machine learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-11958-z

By:

Zhang, Wenzhu;
Huang, Licheng;
Lu, Shengquan;
Deng, Shiyu;
Wu, Bin;
Wei, Yanfei

Publication type:

Article

MRI feature-based discrimination model for prediction of MGMT promoter methylation status in glioma.

Published in:

Chinese Journal of Contemporary Neurology & Neurosurgery, 2025, v. 25, n. 7, p. 595, doi. 10.3969/j.issn.1672-6731.2025.07.005

By:

ZHANG Zhi-zhong;
YOU Na;
LIU Ming-hang;
LI Ze;
SUN Guo-chen;
ZHAO Kai

Publication type:

Article

肺癌病人治疗期输液港医用粘胶相关皮肤损伤风险预测模型的构建.

Published in:

Chinese Nursing Research, 2025, v. 39, n. 15, p. 2525, doi. 10.12102/j.issn.1009-6493.2025.15.004

By:

吴珊珊;
刘扣英;
汤婷

Publication type:

Article

Spatial distribution of soil organic carbon and its drivers in the Shandong section of the yellow river basin, China.

Published in:

Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2025, v. 25, n. 7, p. 2153, doi. 10.1007/s11368-025-04074-y

By:

Dai, Ping;
Yang, Liyuan;
Wang, Zenghui;
Dai, Jierui;
Li, Jialiang

Publication type:

Article

FORECASTING PANDEMIC-INDUCED CHANGES IN REAL ESTATE MARKET VALUES THROUGH MACHINE LEARNING APPROACHES.

Published in:

International Journal of Strategic Property Management, 2025, v. 29, n. 3, p. 196, doi. 10.3846/ijspm.2025.24063

By:

ULUCAN, Adile Gülsüm;
BOZDAĞ, Aslı;
KARAKOYUN, Murat;
ALKAN, Tansu

Publication type:

Article

Synthetic Minority Over-sampling Technique for detecting Malicious Traffic targeting Internet of Things' devices.

Published in:

Journal of Internet Services & Applications, 2025, v. 16, n. 1, p. 324, doi. 10.5753/jisa.2025.5251

By:

Duarte, Jaqueline Damacena;
Bispo, Guilherme Dantas;
Pimenta Rodrigues, Gabriel Arquelau;
Marques Serrano, André Luiz;
Saiki, Gabriela Mayumi;
Pereira Gonçalves, Vinícius

Publication type:

Article

Classification of Leguminous Wood Species Based on Small Sample Hyperspectral Images.

Published in:

BioResources, 2025, v. 20, n. 3, p. 6317, doi. 10.15376/biores.20.3.6317-6337

By:

Hang Su;
Shuo Xu;
Zhongjian Wang;
Wenxin Zhao;
Yanan Wen;
Lei Zhao

Publication type:

Article

Aplicación de modelos unifactoriales y aprendizaje automático en el mercado colombiano de deuda pública.

Published in:

ODEON - Observatorio de Economía y Operaciones Numéricas, 2024, n. 27, p. 255, doi. 10.18601/17941113.n27.08

By:

Catalina Alejo, Paula;
Gómez Aldana, David;
León, Bernardo

Publication type:

Article

Modelo de alerta de quiebra probable a dos años para empresas colombianas utilizando algoritmos de machine learning.

Published in:

ODEON - Observatorio de Economía y Operaciones Numéricas, 2024, n. 27, p. 209, doi. 10.18601/17941113.n27.07

By:

Villamizar Peñaranda, Julián Andrés

Publication type:

Article

ENHANCING PREDICTIVE ACCURACY WITH ROBUST LIU AND RANDOM FOREST REGRESSION.

Published in:

Reliability: Theory & Applications, 2025, v. 20, n. 2, p. 642

By:

R., Muthukrishnan;
Ramakrishnan, Karthika

Publication type:

Article

A Review of Feature Selection Methods on Diabetes Mellitus Classification.

Published in:

International Journal on Advanced Science, Engineering & Information Technology, 2025, v. 15, n. 3, p. 686

By:

Idris, Nur Farahaina;
Ismail, Mohd Arfian;
Kasim, Shahreen;
Hassan, Rohayanti;
Dewi, Deshinta Arrova;
Fauzi, Abdullah Munzir Mohd;
Hidayat, Rahmat

Publication type:

Article

Spectral and Textural Features for Predicting Soil Phosphorus Using Vis‐NIR Point Data and Multispectral UAV Imagery: A Case Study From a Long‐Term Experiment.

Published in:

Journal of Plant Nutrition & Soil Science, 2025, v. 188, n. 4, p. 626, doi. 10.1002/jpln.12012

By:

El‐Mejjaouy, Yousra;
Bastin, Jean‐François;
Baeten, Vincent;
Meersmans, Jeroen;
Oukarroum, Abdallah;
Dumont, Benjamin;
Mercatoris, Benoît

Publication type:

Article

Targeting neurodegeneration: three machine learning methods for G9a inhibitors discovery using PubChem and scikit-learn.

Published in:

Journal of Computer-Aided Molecular Design, 2025, v. 39, n. 1, p. 1, doi. 10.1007/s10822-025-00642-z

By:

Ivanova, Mariya L.;
Russo, Nicola;
Nikolic, Konstantin

Publication type:

Article

Fault Diagnosis Based on an Improved CNN-Bi-LSTM Model and Evaluation of Hydrometallurgical Processes Using an Enhanced Random Forest Model.

Published in:

Hydrometallurgy of China, 2025, v. 44, n. 4, p. 567, doi. 10.13355/j.cnki.sfyj.2025.04.017

By:

GUO Jingbo

Publication type:

Article

MATHEMATICAL APPROACHES TO STOCK TREND PREDICTION: EVALUATING LINEAR AND NON-LINEAR MACHINE LEARNING MODELS.

Published in:

Mathematica Montisnigri, 2025, v. 62, p. 101

By:

KOLAMBE, MILIND;
ARORA, SANDHYA;
JAMAGE, MUKTA

Publication type:

Article

Validation of social science theories using machine learning models: a methodological perspective.

Published in:

Quality & Quantity, 2025, v. 59, n. 3, p. 2799, doi. 10.1007/s11135-025-02075-0

By:

David, Lemuel Kenneth;
Wang, Jianling;
Angel, Vanessa

Publication type:

Article

Explainable AI and tree-based ensemble models: a comparative study in predicting chemical pulmonary toxicity.

Published in:

European Physical Journal: Special Topics, 2025, v. 234, n. 8, p. 2659, doi. 10.1140/epjs/s11734-024-01291-3

By:

Jaganathan, Keerthana;
Geethika, P. R.;
Ramakrishnan, Shanmugam;
Sundaram, Dhanasekar

Publication type:

Article

Prediction of infected pancreatic necrosis in patients with acute necrotizing pancreatitis based on ensemble machine learning model.

Published in:

World Journal of Emergency Surgery, 2025, v. 20, n. 1, p. 1, doi. 10.1186/s13017-025-00642-2

By:

Sun, Zefang;
Fu, Yan;
Li, Jiarong;
Liu, Baiqi;
Hong, Xiaoyue;
Lin, Chiayen;
Shen, Dingcheng;
Ning, Caihong;
Chen, Lu;
Yi, Xiaoping;
Huang, Gengwen

Publication type:

Article

Adaptive trust evaluation model based on container security analysis in the Docker platform.

Published in:

International Journal of Information Security, 2025, v. 24, n. 5, p. 1, doi. 10.1007/s10207-025-01108-x

By:

Li, Tao;
Zhang, Yanyi

Publication type:

Article

Machine Learning-Driven Prediction of One-Year Readmission in HFrEF Patients: The Key Role of Inflammation.

Published in:

Clinical Interventions in Aging, 2025, v. 20, p. 1071, doi. 10.2147/CIA.S528442

By:

Ma, Fanghui;
Hu, Yue;
Han, Ping;
Qiu, Yan;
Liu, Ying;
Ren, Jingjing

Publication type:

Article

Machine Learning Based Investigation of Relation Between Patient and Glabellar Wrinkle Characteristics.

Published in:

Journal of Harran University Medical Faculty / Harran Üniversitesi Tıp Fakültesi Dergisi, 2025, v. 22, n. 2, p. 381, doi. 10.35440/hutfd.1689703

By:

CENGİZLER, Çağlar;
KABAKCI, Ayşe Gül;
EREN, Dilek;
BOZKIR, Dursun Murat;
ESEN, Eda Esra;
TÜRKÖZER, Yaşam;
BOZKIR, Memduha GÜLHAL

Publication type:

Article

Application and Analysis of Random Forest and Support Vector Classification in Risk Prediction of Childhood Obesity and Hyperuricemia.

Published in:

Diabetes, Metabolic Syndrome & Obesity: Targets & Therapy, 2025, v. 18, p. 2221, doi. 10.2147/DMSO.S519284

By:

Wang, Yuhang;
Shi, Shuang;
Wei, Xinghua;
Wu, Yanjing;
Shi, Yunlong;
Cai, Jin

Publication type:

Article

Development and validation of a model to predict the progression of Alzheimer's disease.

Published in:

Age & Ageing, 2025, v. 54, n. 7, p. 1, doi. 10.1093/ageing/afaf198

By:

Chu, Chenyin;
Wang, Yihan;
Huynh, Andrew L H;
Ng, Ka Weng;
Liu, Shu;
Ji, Guangyan;
Doecke, James;
Fripp, Jurgen;
Masters, Colin L;
Goudey, Benjamin;
Jin, Liang;
Pan, Yijun

Publication type:

Article

Identification of Gene Expression Profile in Inflammatory Breast Cancer Patients Using Machine Learning Method.

Published in:

Russian Journal of Genetics, 2025, v. 61, n. 7, p. 867, doi. 10.1134/S1022795425700383

By:

Rabiei, N.;
Bahreini, F.;
Moslehi, S.

Publication type:

Article

AI-Driven Malware Detection with VGG Feature Extraction and Artificial Rabbits Optimized Random Forest Model.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 3, p. 4755, doi. 10.32604/cmc.2025.064053

By:

Gupta, Brij B.;
Gaurav, Akshat;
Alhalabi, Wadee;
Arya, Varsha;
Bansal, Shavi;
Hsu, Ching-Hsien

Publication type:

Article

A Hybrid Feature Selection Method for Advanced Persistent Threat Detection.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 3, p. 5665, doi. 10.32604/cmc.2025.063451

By:

Khalid, Adam;
Zainal, Anazida;
Ghaleb, Fuad A.;
Al-rimy, Bander Ali Saleh;
Ahmed, Yussuf

Publication type:

Article

A MACHINE LEARNING CASE STUDY ON EARLY DETECTION OF AUTISM SPECTRUM DISORDER USING PHENOTYPIC DATA.

Published in:

International Journal of Intelligent Computing & Information Sciences, 2025, v. 25, n. 2, p. 54, doi. 10.21608/ijicis.2025.390933.1399

By:

Gawish, Mohamed;
El-Askary, Nada S.;
Morsey, Mohamed Mabrouk;
Mahmoud, Abeer M.;
Aref, Mostafa;
El-Arif, Taha Ibrahim

Publication type:

Article

A 30-m annual paddy rice dataset in Northeastern China during period 2000–2023.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05715-0

By:

Hou, Dawei;
Chen, Jing;
Dong, Jinwei;
Ji, Chao;
Feng, Jingxuan;
Du, Guoming;
Yang, Lixiao

Publication type:

Article

High-Resolution prediction of soil pH in European temperate forests using Sentinel-2 and ancillary environmental data.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03942-4

By:

Abdullah, Haidi;
Skidmore, Andrew K.;
Siegenthaler, Andjin;
Neinavaz, Elnaz

Publication type:

Article

基于CEEMDAN 和HBA-BiGRU-SelfAttention 的短期负荷预测.

Published in:

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 4, p. 478, doi. 10.13878/j.cnki.jnuist.20240825001

By:

朱婷;
颜七笙

Publication type:

Article

Application of Data Science Techniques and Machine Learning based classifiers for Transformer Health Assessment.

Published in:

Iraqi Journal of Science, 2025, v. 66, n. 6, p. 2581, doi. 10.24996/ijs.2025.66.6.31

By:

Emme, Sushma Sagar;
Moola, Pratapa Raju

Publication type:

Article

Leveraging Vectorization Techniques for Malicious Website Detection With Machine Learning.

Published in:

Iraqi Journal of Science, 2025, v. 66, n. 6, p. 2545, doi. 10.24996/ijs.2025.66.6.28

By:

Abdul Samad, Saleem Raja;
Balasubramaniyan, Sundaravadivazhagan;
Ganesan, Pradeepa;
P., Chitra;
K., Poongothai

Publication type:

Article

Grasshopper-Based Detection of Fake Social Media Profiles.

Published in:

EAI Endorsed Transactions on Scalable Information Systems, 2025, v. 12, n. 4, p. 1, doi. 10.4108/eetsis.7159

By:

Mahammed, Nadir;
Saidi, Imène;
Bencherif, Khayra;
Khaldi, Miloud;
Fahsi, Mahmoud;
Guellil, Zouaoui

Publication type:

Article

Comparative Analysis of Machine Learning Models for Predictive Healthcare in Chronic Disease Management.

Published in:

Journal of Intelligent Systems & Internet of Things, 2025, v. 17, n. 2, p. 36, doi. 10.54216/JISIoT.170204

By:

Muhsen, Dena Kadhim;
Khmas, Bushra Fuaad;
Ahmed, Amjed Abbas;
Sadiq, Ahmed T.

Publication type:

Article

AQUAPHISH: Leveraging Metaheuristics and Automated Machine Learning for Precision Phishing Detection.

Published in:

Journal of Applied Science & Technology Trends (JASTT), 2025, v. 6, n. 1, p. 87, doi. 10.38094/jastt61238

By:

Upreti, Kamal;
Shankar, Uma;
Upreti, Shitiz;
Radhakrishnan, G. V.;
Hundekari, Sheela;
Date, Saroj

Publication type:

Article

Enhancing Intent Recognition for Mixed Script Queries Using Roman Transliteration.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 7, p. 600, doi. 10.14569/ijacsa.2025.0160759

By:

Chaudhary, Anu;
Pradhan, Rahul;
Shekhar, Shashi

Publication type:

Article

Machine learning prediction of early reoperation following lower extremity tumor resection and endoprosthetic reconstruction: A PARITY trial secondary analysis.

Published in:

Journal of Orthopaedic Surgery & Research, 2025, v. 20, n. 1, p. 1, doi. 10.1186/s13018-025-06139-7

By:

Newman-Hung, Nicole J.;
Shah, Akash A.;
Kendal, Joseph K.;
Bernthal, Nicholas M.;
Wessel, Lauren E.

Publication type:

Article