Works matching DE "RANDOM forest algorithms"

Results: 5000

Using Multi-Objective Optimization to build non-Random Forest.

Published in:

Logic Journal of the IGPL, 2025, v. 33, n. 4, p. 1, doi. 10.1093/jigpal/jzae110

By:

Klikowska, Joanna;
Woźniak, Michał

Publication type:

Article

Machine Learning Based on Digital Mammography to Reduce the Need for Invasive Biopsies of Benign Calcifications Classified in BI-RADS Category 4.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2134, doi. 10.1007/s10278-024-01347-9

By:

Wang, Neng;
Xu, Wenjie;
Wang, Huogen;
Wu, Sikai;
Wang, Jian;
Ao, Weiqun;
Zhang, Cui;
Zhu, Yun;
Xie, Zongyu;
Mao, Guoqun

Publication type:

Article

Preoperative Prediction of Perineural Invasion in Pancreatic Ductal Adenocarcinoma Using Machine Learning Radiomics Based on Contrast-Enhanced CT Imaging.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 1976, doi. 10.1007/s10278-024-01325-1

By:

Lu, Wenzheng;
Zhong, Yanqi;
Yang, Xifeng;
Ge, Yuxi;
Zhang, Heng;
Chen, Xingbiao;
Hu, Shudong

Publication type:

Article

Volumetric Integrated Classification Index: An Integrated Voxel-Based Morphometry and Machine Learning Interpretable Biomarker for Post-Traumatic Stress Disorder.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 1924, doi. 10.1007/s10278-024-01313-5

By:

Jia, Yulong;
Yang, Beining;
Xin, Haotian;
Qi, Qunya;
Wang, Yu;
Lin, Liyuan;
Xie, Yingying;
Huang, Chaoyang;
Lu, Jie;
Qin, Wen;
Chen, Nan

Publication type:

Article

What matters for agricultural trade? Assessing the role of trade deal provisions using machine learning.

Published in:

Applied Economic Perspectives & Policy, 2025, v. 47, n. 4, p. 1469, doi. 10.1002/aepp.13525

By:

Gordeev, Stepan;
Jelliffe, Jeremy;
Kim, Dongin;
Steinbach, Sandro

Publication type:

Article

FORECASTING STOCK MARKET LIQUIDITY WITH MACHINE LEARNING: AN EMPIRICAL EVALUATION IN THE GERMAN MARKET.

Published in:

Financial Studies, 2025, v. 29, n. 2, p. 34

By:

ANGHEL, Bogdan Ionut

Publication type:

Article

Integrating Multi-Variable Driving Factors to Improve Land Use & Land Cover Classification Accuracy using Machine Learning Approaches: A Case Study from Lombok Island.

Published in:

Journal of Tropical Forest Management / Jurnal Manajemen Hutan Tropika, 2025, v. 31, n. 2, p. 123, doi. 10.7226/jtfm.31.2.123

By:

Purnama, Miftahul Irsyadi;
Çoban, Hüseyin Oğuz

Publication type:

Article

Integrating Multi-Source Satellite Imagery and Socio-Economic Household Data for Wealth-Based Poverty Assessment of India: A GIS and Machine Learning Based Approach.

Published in:

Social Indicators Research, 2025, v. 179, n. 2, p. 653, doi. 10.1007/s11205-025-03614-w

By:

Arya, Prashant Kumar;
Sur, Koyel;
Dhote, Siddharth;
Siral, Harsh;
Kundu, Tanushree;
Mehta, Balwant Singh;
Srivastava, Ravi

Publication type:

Article

SECURING IOT-DRIVEN HEALTHCARE SYSTEMS - A MACHINE AND DEEP LEARNING APPROACH TO THREAT DETECTION.

Published in:

ICTACT Journal on Soft Computing, 2025, v. 16, n. 2, p. 3922, doi. 10.21917/ijsc.2025.0543

By:

Ismail, Mohammed;
Babu, A. Ramesh

Publication type:

Article

Prediction of bacteremia using routine hematological and metabolic parameters based on logistic regression and random forest models.

Published in:

Frontiers in Cellular & Infection Microbiology, 2025, p. 1, doi. 10.3389/fcimb.2025.1605485

By:

Wang, Ting-Qiang;
Zhuo, Ying;
Lv, Chun-E;
Shi, Jing;
Yao, Ling-Hui;
Zhang, Shi-Yan;
Shi, Jinbao

Publication type:

Article

Random Forest Regression May Become the Optimal Regression Model for Osteoarthritis of the Knee in Elderly, in the Context of Embodied Cognition and Psychosomatic Medicine.

Published in:

Journal of Multidisciplinary Healthcare, 2025, v. 18, p. 4219, doi. 10.2147/JMDH.S519195

By:

Ma, Guangyuan;
Chen, Junjie;
Li, Jingchi;
Shi, Hui;
Chen, Yi

Publication type:

Article

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

Tissue-Specific Anticancer Peptide Prediction Using Machine Learning and Pfeature Descriptors.

Published in:

Journal of Computational Biophysics & Chemistry, 2026, v. 25, n. 5, p. 801, doi. 10.1142/S2737416525500693

By:

Varma, Riya;
Tripathi, Vijay;
Lal, Jonathan A.;
Tripathi, Pooja

Publication type:

Article

顾及环境相似性的中国北方沙尘强度空间模拟与人口暴露评估.

Published in:

Advances in Earth Science (1001-8166), 2025, v. 40, n. 6, p. 635, doi. 10.11867/j.issn.1001-8166.2025.043

By:

马学海;
周亮;
车涛;
黄春林;
高鸿;
孙钦珂

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

PCA+GWO集成特征选择和模型堆叠的客户流失预测.

Published in:

Journal of Computer Engineering & Applications, 2025, v. 61, n. 15, p. 329, doi. 10.3778/j.issn.1002-8331.2404-0133

By:

刘梅;
郑立君;
段永良;
段红秀

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

PREDICTION OF SOFTWARE ANOMALIES METHODS BASED ON ENSEMBLE LEARNING METHODS.

Published in:

Kufa Journal of Engineering, 2025, v. 16, n. 3, p. 639, doi. 10.30572/2018/KJE/160336

By:

Hasan, Raghda Azad;
Saleh, Ibrahim Ahmed

Publication type:

Article

ENHANCING CYBERSECURITY THROUGH MALWARE DETECTION BASED ON MACHINE LEARNING TECHNIQUE.

Published in:

Kufa Journal of Engineering, 2025, v. 16, n. 3, p. 82, doi. 10.30572/2018/KJE/160306

By:

Shhatha, Amer Mohamed;
Alsaif, Omar Ibrahim

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

RECOMMENDATION SYSTEM FOR PERSONALIZED NUTRITIONAL SOLUTIONS USING MACHINE LEARNING TECHNIQUES.

Published in:

Revista Facultad de Ingeniería - UPTC, 2024, v. 33, n. 70, p. 1, doi. 10.19053/uptc.01211129.v33.n70.2024.18720

By:

Pérez-Baquero, Ronal-Steven;
Pérez-Baquero, Eric-Brayan;
Palomino-Ramírez, Isabella;
Hoyos-Sánchez, Juan-Pablo

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