Works matching DE "RANDOM forest algorithms"

Results: 5000

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

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

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

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

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

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

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

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

Addressing Spatial Variability in Estimating Cover Management Factor of Soil Erosion Models using Geoinformatics: A Case Study of Netravati Catchment, Karnataka, India.

Published in:

Air, Soil & Water Research, 2025, p. 1, doi. 10.1177/11786221251360407

By:

Makhdumi, Waleed;
R., Shwetha H.;
Dwarakish, G. S.;
Pai, Jagadeesha B.

Publication type:

Article

Detection of false position attacks in VANETs through bagging ensemble learning.

Published in:

PLoS ONE, 2025, v. 20, n. 8, p. 1, doi. 10.1371/journal.pone.0328829

By:

Mekonen, Bekan Kitaw;
Bane, Lemi;
Fite, Negasa Berhanu

Publication type:

Article

Predicting antibacterial effects of ozone treatment on green leafy vegetables using machine learning models.

Published in:

European Food Research & Technology, 2025, v. 251, n. 7, p. 1563, doi. 10.1007/s00217-025-04715-z

By:

Zorlugenç, Bülent;
Tümay, Merve;
Atasever, Sema;
Zorlugenç, Feyza Kıroğlu

Publication type:

Article

基于机器学习算法构建老年重症病人静脉血栓栓塞症风险预测模型.

Published in:

Chinese Nursing Research, 2025, v. 39, n. 14, p. 2327, doi. 10.12102/j.issn.1009-6493.2025.14.002

By:

金杰;
徐清;
卢洁;
赵佳月;
张晴;
孔杨;
许红梅

Publication type:

Article

基于 CatBoost 的四川木里县森林火灾预测.

Published in:

Science Technology & Engineering, 2025, v. 25, n. 21, p. 8823, doi. 10.12404/j.issn.1671-1815.2405854

By:

杨正雄;
张显云;
任明亚;
吴雪;
龙安成

Publication type:

Article

Implementing an explored advanced and integrated deep random forest learning-based model to monitor the enhanced landslide susceptibility mapping.

Published in:

Natural Hazards, 2025, v. 121, n. 13, p. 15655, doi. 10.1007/s11069-025-07415-9

By:

Mao, Yimin;
Qin, He;
Yaojun, Shang;
Zilong, Huang;
Zhaohui, Gao;
Decheng, Miao;
Kouhdaragh, Mehdi

Publication type:

Article

Optimal mean arterial pressure for favorable neurological outcomes in patients after cardiac arrest.

Published in:

Journal of Intensive Care, 2025, v. 13, n. 1, p. 1, doi. 10.1186/s40560-025-00814-x

By:

Lee, Sijin;
Lee, Kwang-Sig;
Han, Kap Su;
Song, Juhyun;
Lee, Sung Woo;
Kim, Su Jin

Publication type:

Article

Comparative study on data-driven prediction of overconsolidation ratio using supervised machine learning models.

Published in:

Frontiers of Structural & Civil Engineering, 2025, v. 19, n. 7, p. 1192, doi. 10.1007/s11709-025-0204-9

By:

Misaghian, Mohsen;
Bagherzadeh, Faramarz;
Bałachowski, Lech

Publication type:

Article

Machine learning-based Graphical User Interface for predicting high-performance concrete compressive strength: Comparative analysis of Gradient Boosting Machine, Random Forest, and Deep Neural Network Models.

Published in:

Frontiers of Structural & Civil Engineering, 2025, v. 19, n. 7, p. 1075, doi. 10.1007/s11709-025-1201-8

By:

Ahmad, Furquan;
Alasskar, Albaraa;
Samui, Pijush;
Asteris, Panagiotis G.

Publication type:

Article

Predicting bank inactivity: A comparative analysis of machine learning techniques for imbalanced data.

Published in:

Annals of Operations Research, 2025, v. 351, n. 1, p. 937, doi. 10.1007/s10479-024-06018-0

By:

Mrad, Ali Ben;
Lahiani, Amine;
Mefteh-Wali, Salma;
Mselmi, Nada

Publication type:

Article

Cross-temporal domain generalization approach combined with self-organizing-maps for classifying MODIS time series data.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 15, p. 5802, doi. 10.1080/01431161.2025.2527988

By:

Shibuya, Daniel H.;
Esquerdo, Júlio C.D.M.;
Werner, João P.S.;
Tavares, André S.;
Felix, Filipe C.

Publication type:

Article

Using machine learning to forecast conflict events for use in forced migration models.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-11812-2

By:

Xue, Yani;
Schincariol, Thomas;
Chadefaux, Thomas;
Groen, Derek

Publication type:

Article

Polarization dependent bound states in continuum in a tetramer metasurface discovered by random forest algorithm.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-14063-3

By:

Jia, Chenjie;
Zhao, Zhenyu;
Wang, Jun

Publication type:

Article

Random forest model analysis of influencing factors of chemotherapy-induced peripheral neuropathy in patients with nasopharyngeal carcinoma: a cross-sectional survey study.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1548742

By:

Zhang, Yanxin;
Huang, Xiaojun;
Yang, Guirong;
Li, Wei;
Liang, Limin;
Wei, Lina;
Lu, Jiamei

Publication type:

Article

Motor and Sensory Function-based Ensemble Learning Classifiers for Detecting Cognitive Decline Subtypes.

Published in:

Sensors & Materials, 2025, v. 37, n. 7, Part 3, p. 3091, doi. 10.18494/SAM5631

By:

Shinyoung Lee;
Kiyoung Kwak;
Emilija Kostic;
Dongwook Kim

Publication type:

Article

Impact of Dataset Size on Machine Learning Regression Accuracy in Solar Power Prediction.

Published in:

Energy Engineering, 2025, v. 122, n. 8, p. 3041, doi. 10.32604/ee.2025.066867

By:

Karim, S. M. Rezaul;
Hossain, Md. Shouquat;
Akter, Khadiza;
Sarker, Debasish;
Kabir, Md. Moniul;
Assad, Mamdouh

Publication type:

Article

Random Forest and Order Parameters: A Combined Framework for Scenario Recognition for Power Systems with Renewable Penetration.

Published in:

Energy Engineering, 2025, v. 122, n. 8, p. 3117, doi. 10.32604/ee.2025.065631

By:

Xiao, Xiaolong;
Lu, Xiaoxing;
Guo, Ziran;
Liu, Jian;
Wu, Shenglong;
Cai, Ye

Publication type:

Article

Race-Performance Parameters Differentiating World-Best From National-Level Swimmers: A Race Video Analysis and Machine-Learning Approach.

Published in:

International Journal of Sports Physiology & Performance, 2025, v. 20, n. 8, p. 1034, doi. 10.1123/ijspp.2024-0486

By:

Postiglione, Giovanni L.;
Abbott, Shaun;
Newman, Phillip;
Mitchell, Lachlan G.;
Elipot, Marc;
Barclay, Gary;
Cobley, Stephen

Publication type:

Article