Works matching DE "RANDOM forest algorithms"

Results: 5000

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

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

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

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

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

Development and validation of claims-based algorithms for estimating gestational age of spontaneous abortion and termination.

Published in:

American Journal of Epidemiology, 2025, v. 194, n. 7, p. 2069, doi. 10.1093/aje/kwae372

By:

Zhu, Yanmin;
Hernandez-Diaz, Sonia;
Bateman, Brian T;
Gray, Kathryn J;
Alt, Ethan M;
Straub, Loreen;
Taylor, Lockwood G;
Ouellet-Hellstrom, Rita;
Ma, Yong;
Qiang, Yandong;
Vine, Seanna;
Mogun, Helen;
Hua, Wei;
Huybrechts, Krista F

Publication type:

Article

Synergistic effect of DNN-random forest based compensator for suppression of multiple impairments in CO-OFDM system.

Published in:

Optical & Quantum Electronics, 2025, v. 57, n. 7, p. 1, doi. 10.1007/s11082-025-08326-6

By:

Kaur, Gurpreet;
Kaur, Gurmeet

Publication type:

Article

Forensic handwriting analysis: a hybrid classification framework for writer identification in Devanagari script.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 33183, doi. 10.1007/s11042-024-20574-4

By:

Sethi, Monika;
Kumar, Munish;
Jindal, M. K.

Publication type:

Article

Analyzing and predicting banking share dataset using data mining approaches.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 32177, doi. 10.1007/s11042-024-20472-9

By:

Vijayakanth, M.;
Veeramanikandan, V.

Publication type:

Article

Imaging and Pathology Concordance in Head and Neck Cancer: Retrospective Analysis.

Published in:

Oral Diseases, 2025, v. 31, n. 7, p. 2102, doi. 10.1111/odi.15268

By:

Lin, Bo;
Wang, Feng;
Shen, Shiyue;
Wang, Yufan;
Hong, Xia;
Ye, Xin;
Wang, Shunji;
Yao, Youdan;
Zhang, Tianwen;
Yang, Huijun;
Yang, Hongyu

Publication type:

Article

Development and evaluation of a machine learning model to predict acute care for opioid use disorder among Medicaid enrollees engaged in a community‐based treatment program.

Published in:

Addiction, 2025, v. 120, n. 9, p. 1780, doi. 10.1111/add.70079

By:

Xue, Lingshu;
Yin, Ruofei;
Cole, Evan S.;
Lo‐Ciganic, Wei‐Hsuan;
Gellad, Walid F.;
Donohue, Julie;
Tang, Lu

Publication type:

Article

Varietal and Regional Traceability of Philippine Green Coffee Beans through Multi-elemental Analysis Using Portable and Energy-Dispersive X-ray Fluorescence Spectroscopy.

Published in:

Philippine Journal of Material Science & Nanotechnology, 2024, v. 10, n. 1, p. 23

By:

Cabial, Reield Faye L.;
Salviejo, Gideon Josh C.;
Garcia, Emmanuel V.;
Bautista VII, Angel T.

Publication type:

Article

Emulating grid-based forest carbon dynamics using machine learning: an LPJ-GUESS v4.1.1 application.

Published in:

Geoscientific Model Development, 2025, v. 18, n. 14, p. 4317, doi. 10.5194/gmd-18-4317-2025

By:

Natel, Carolina;
Belda, David Martín;
Anthoni, Peter;
Haß, Neele;
Rabin, Sam;
Arneth, Almut

Publication type:

Article

An Exploratory Application of Machine Learning Algorithms in Estimating Net Salaries in Romania.

Published in:

Romanian Economic Journal, 2025, v. 27, n. 90, p. 184, doi. 10.24818/REJ/2025/90/07

By:

Aiftincăi, Adriana

Publication type:

Article

Machine Learning in the study of Star Clusters with Gaia EDR3.

Published in:

Proceedings of the International Astronomical Union, 2023, v. 19, n. S368, p. 86, doi. 10.1017/S1743921323000807

By:

Hasan, Priya;
Mahmudunnobe, Md;
Raja, Mudasir;
Saifuddin, Md;
Hasan, S N

Publication type:

Article

Effect of Structural Variation in Selected Woody Species on Selected Soil Chemical Properties in the Mountain of Hangadi Watershed, Genale Dawa Basin, Ethiopia.

Published in:

Applied & Environmental Soil Science, 2025, v. 2025, p. 1, doi. 10.1155/aess/5217558

By:

Tamiru, Berhanu;
Soromessa, Teshome;
Warkineh, Bikila;
Feyisa, Gudina Legese;
El-Gendy, Nour Sh.

Publication type:

Article

Establishment of predictive models for postoperative delirium in elderly patients after knee/hip surgery based on total bilirubin concentration: machine learning algorithms.

Published in:

BMC Anesthesiology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12871-025-03259-9

By:

Hua, Shuhui;
Li, Chuan;
Wang, Yuanlong;
Liang, YiZhi;
Xu, Shanling;
Kong, Jian;
Gong, Hongyan;
Dong, Rui;
Lin, Yanan;
Lin, Xu;
Bi, Yanlin;
Wang, Bin

Publication type:

Article

Opportunistic Prediction of Osteoporosis with Machine Learning Models Based on Clivus-radiomic Features Obtained from CT Images.

Published in:

Turkish Journal of Osteoporosis / Turk Osteoporoz Dergisi, 2025, v. 31, n. 2, p. 1, doi. 10.4274/tod.galenos.2024.03708

By:

Güngör, Candan;
Akay, Emrah;
Erdem, Fatih;
Bülbül, Erdoğan;
Demirpolat, Gülen;
Yanık, Bahar

Publication type:

Article

Will they stay or will they go? application of machine learning classifiers of purchase and churn prediction to a digital journalistic platform.

Published in:

Journal of Media Business Studies, 2025, v. 22, n. 3, p. 237, doi. 10.1080/16522354.2024.2444075

By:

O'Brien, Daniel;
Kunz, Reinhard E.

Publication type:

Article