Works matching DE "RANDOM forest algorithms"

Results: 5000

High-resolution (10 m) dataset of multi-crop planting structure on the Loess Plateau during 2018–2022.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05529-0

By:

Zhao, Xining;
Wang, Jichao;
Ding, Yelu;
Gao, Xiaodong;
Li, Changjian;
Huang, Hongwei;
Gao, Xuerui

Publication type:

Article

Predicting the efficacy of chemoradiotherapy in advanced nasopharyngeal carcinoma patients: an MRI radiomics and machine learning approach.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1554899

By:

Chen, Liucheng;
Wang, Zhiyuan;
Zhang, Ji;
Meng, Ying;
Wang, Xuelian;
Zhao, Cancan;
Shen, Longshan

Publication type:

Article

Prediction model based on gut microbiota as a non-invasive tool for gastric cancer diagnosis.

Published in:

Applied Microbiology & Biotechnology, 2025, v. 109, n. 1, p. 1, doi. 10.1007/s00253-025-13548-5

By:

Chen, Changchang;
Chen, Chen;
Zheng, Xiaoguang;
Wang, Weizhong;
Shen, Jian;
Jin, Gulei;
Lyu, Jianxin;
Lin, Lijun

Publication type:

Article

P.091 Parameterized short-segment EEG improves neurological recovery prediction in patients with severe brain injury.

Published in:

2025

By:

Zhang, T;
Dolhan, K;
Maschke, C;
Han, M;
Lavoie, R;
Blain-Moraes, S

Publication type:

Abstract

Supply Chain Analytics: A Performance Evaluation of Machine Learning, Statistical, and Time-Series Models.

Published in:

Baltic Journal of Modern Computing, 2025, v. 13, n. 2, p. 453, doi. 10.22364/bjmc.2025.13.2.09

By:

DWIVEDI, Vimal;
KADIAN, Karuna;
GARDINER, Bryan;
PANDEY, Rachana;
LATHWAL, Anjali

Publication type:

Article

Statistics-based Quality Control of Patterns.

Published in:

Baltic Journal of Modern Computing, 2025, v. 13, n. 2, p. 366, doi. 10.22364/bjmc.2025.13.2.04

By:

NEIMANIS, Andrejs;
PURINA, Liva;
BICEVSKA, Zane;
DIEBELIS, Edgars;
BICEVSKIS, Janis

Publication type:

Article

Construction and evaluation of a height prediction model for children with growth disorders treated with recombinant human growth hormone.

Published in:

BMC Endocrine Disorders, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12902-025-01991-4

By:

Zhu, Feng;
Wu, Anle;
Chen, Lingling;
Xia, Ya;
Luo, Xiaoju;
Zhu, Jieqian;
Huang, Lina;
Zhang, Yu

Publication type:

Article

Text Classification Using Enhanced Binary Wind Driven Optimization Algorithm.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 1096, doi. 10.14569/ijacsa.2025.01606107

By:

Atwan, Jaffar;
Wedyan, Mohammad;
Hamadeen, Ahmad;
Bsoul, Qusay;
Alrosan, Ayat;
Alturki, Ryan

Publication type:

Article

Random Forest Model Based on Machine Learning for Early Detection of Diabetes.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 1051, doi. 10.14569/ijacsa.2025.01606103

By:

Paucar, Inooc Rubio;
Yactayo-Arias, Cesar;
Andrade-Arenas, Laberiano

Publication type:

Article

Hybrid PSO-ACO Optimization for Rice Leaf Disease Classification Using Random Forest and Support Vector Machines.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 388, doi. 10.14569/ijacsa.2025.0160638

By:

Kurniawan, Avip;
Soeprobowati, Tri Retnaningsih;
Warsito, Budi

Publication type:

Article

A Proposed Framework for Loan Default Prediction Using Machine Learning Techniques.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 412, doi. 10.14569/ijacsa.2025.0160640

By:

SharafEldin, Mona Aly;
Idrees, Amira M.;
Ouf, Shimaa

Publication type:

Article

Framework for Child Healthcare System Using Random Forest.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 275, doi. 10.14569/ijacsa.2025.0160627

By:

Mahant, Mahesh Ashok;
Vidyullatha, P.

Publication type:

Article

Model Klasifikasi IPK Mahasiswa Menggunakan Algoritma Decision Tree dan Random Forest Berbasis Feature Engineering.

Published in:

Techno.com, 2025, v. 24, n. 2, p. 391, doi. 10.62411/tc.v24i2.12384

By:

Firman, Muhammad Aditya;
Fauzan Djamalilleil, Said Azka;
Zega, Wilman;
Efrizoni, Lusiana;
Rahmaddeni

Publication type:

Article

Implementing brain tumor detection using various machine learning techniques.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3309, doi. 10.11591/ijece.v15i3.pp3309-3318

By:

Puspita, Rani;
Rahayu, Cindy

Publication type:

Article

Non-isothermal spreading and solidification of a molten droplet on solid substrates: An experimental and machine learning-based study.

Published in:

Journal of Plastic Film & Sheeting, 2025, v. 41, n. 3, p. 304, doi. 10.1177/87560879251319751

By:

Hemmati, Parnian;
Subramanian, Santoshi;
Yan, Peiwen;
Kavehpour, Pirouz

Publication type:

Article

SMRFR: A global multilayer soil moisture dataset generated using Random Forest from multi-source data.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05511-w

By:

Liu, Yuhan;
Zha, Yuanyuan;
Ran, Gulin;
Zhang, Yonggen;
Shi, Liangsheng

Publication type:

Article

Prediction of Proppant Concentration Variations Between Different Perforation Clusters in a Hydraulically Fractured Stage.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 13, p. 10475, doi. 10.1007/s13369-025-10020-4

By:

Alajmei, Shabeeb Nasser;
Ibrahim, Ahmed Farid

Publication type:

Article

Personality-Driven Innovation Adoption: Modeling ChatGPT Diffusion with BERT and Random Forest.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1279, doi. 10.18280/isi.300515

By:

Benfredj, Rima;
Nouioua, Farid;
Bouziane, Abderraouf

Publication type:

Article

Detection of Heart Disease Using Binary Classification Machine Learning Model.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1111, doi. 10.18280/isi.300501

By:

Abiodun, Ayodeji G.;
Ukandu, Obumneme Kelechi;
Emmanuel, Akinsanya Seye;
Udechukwu, Chinaemerem Sonia;
Olagbegi, Oladapo Michael;
Nadasan, Thayananthee;
Bakare, Olayemi

Publication type:

Article

Interactive graphics for visually diagnosing forest classifiers in R.

Published in:

Computational Statistics, 2025, v. 40, n. 6, p. 3105, doi. 10.1007/s00180-023-01323-x

By:

da Silva, Natalia;
Cook, Dianne;
Lee, Eun-Kyung

Publication type:

Article

Associations between ambient particulate matter exposure and the prevalence of arthritis: Findings from the China Health and Retirement Longitudinal Study.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0327695

By:

Ye, Yuntian;
Ma, Kuizhi;
Liu, Aifeng

Publication type:

Article

Understanding the determinants of treated bed net use in Ethiopia: A machine learning classification approach using PMA Ethiopia 2023 survey data.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0327800

By:

Mengistu, Abraham Keffale

Publication type:

Article

Bankruptcy prediction using machine learning and Shapley additive explanations.

Published in:

Review of Quantitative Finance & Accounting, 2025, v. 65, n. 1, p. 107, doi. 10.1007/s11156-023-01192-x

By:

Nguyen, Hoang Hiep;
Viviani, Jean-Laurent;
Ben Jabeur, Sami

Publication type:

Article

Working capital financing and firm performance: a machine learning approach.

Published in:

Review of Quantitative Finance & Accounting, 2025, v. 65, n. 1, p. 71, doi. 10.1007/s11156-023-01185-w

By:

Mahmood, Faisal;
Ahmed, Zahoor;
Hussain, Nazim;
Ben-Zaied, Younes

Publication type:

Article

Predicting SARS-CoV-2-specific CD4<sup>+</sup> and CD8<sup>+</sup> T-cell responses elicited by inactivated vaccines in healthy adults using machine learning models.

Published in:

Clinical & Experimental Medicine, 2025, v. 25, n. 1, p. 1, doi. 10.1007/s10238-025-01772-2

By:

Ning, Jie;
Ren, Yayi;
Zhang, Zelin;
Zeng, Xianhuang;
Wang, Qinjin;
Xie, Jia;
Xu, Yue;
Fan, Yali;
Li, Huilan;
Zhai, Aixia;
Li, Bin;
Wu, Chao;
Chen, Ying

Publication type:

Article

Feasibility of predicting firearm type in firearm suicide deaths for better policy evaluation.

Published in:

Discover Public Health, 2025, v. 22, n. 1, p. 1, doi. 10.1186/s12982-025-00781-6

By:

Gause, Emma L.;
Ellyson, Alice M.;
Rowhani-Rahbar, Ali

Publication type:

Article

Metabotype identification via fasting and postprandial metabolomics and its association with type 2 diabetes incidence.

Published in:

Cardiovascular Diabetology, 2025, v. 24, n. 1, p. 1, doi. 10.1186/s12933-025-02821-6

By:

Deng, Keyong;
Hughes, David A.;
de Mutsert, Renée;
van Hylckama Vlieg, Astrid;
le Cessie, Saskia;
Rosendaal, Frits R.;
Mook-Kanamori, Dennis O.;
van Dijk, Ko Willems;
Timpson, Nicholas J.;
Li-Gao, Ruifang

Publication type:

Article

Cognitive function changes and DTI-ALPS index in postmenopausal women.

Published in:

Frontiers in Aging Neuroscience, 2025, p. 1, doi. 10.3389/fnagi.2025.1593366

By:

Liu, Ningning;
Zhang, Yue;
Fu, Weiqing;
Liu, Huijun

Publication type:

Article

Social benefits of online peer information exchange among doctors: an empirical study on an online health community in China.

Published in:

Behaviour & Information Technology, 2025, v. 44, n. 11, p. 2596, doi. 10.1080/0144929X.2024.2401869

By:

Fan, Guorui;
Deng, Zhaohua;
Wang, Bin

Publication type:

Article

Machine learning – based on analysis of EV battery thermal runaway simulation.

Published in:

Journal of Mechanical Science & Technology, 2025, v. 39, n. 7, p. 3667, doi. 10.1007/s12206-025-2410-8

By:

Choi, Hyo Jung;
Kim, Su A.;
Kim, Cheol Hwan;
Shin, Bo Sung

Publication type:

Article

Intelligent Prediction of Dielectric Strength for Long Air Gaps at High Altitudes Based on Regularization‐Logistic Regression.

Published in:

IEEJ Transactions on Electrical & Electronic Engineering, 2025, v. 20, n. 8, p. 1148, doi. 10.1002/tee.70051

By:

Qiu, Zhibin;
Chen, Wenhao;
Song, Yu;
Peng, Ting;
Liu, Chen

Publication type:

Article

The Association of Latent Tuberculosis Infection with Air Pollutant Exposure, Meteorological and Other Factors: A Retrospective Study in Eastern China of College Students.

Published in:

Infection & Drug Resistance, 2025, v. 18, p. 2951, doi. 10.2147/IDR.S523064

By:

Qiu, Beibei;
Xu, Zhengyuan;
Miao, Ruifen

Publication type:

Article

Applying machine learning to classify table olives using bacterial metataxonomic data.

Published in:

NPJ Science of Food, 2025, v. 9, n. 1, p. 1, doi. 10.1038/s41538-025-00496-7

By:

López-García, Elio;
Benítez-Cabello, Antonio;
Arroyo-López, Francisco Noé

Publication type:

Article

Electrophysiological-based automatic subgroups diagnosis of patients with chronic dysimmune polyneuropathies.

Published in:

Journal of NeuroEngineering & Rehabilitation (JNER), 2025, v. 22, n. 1, p. 1, doi. 10.1186/s12984-025-01685-x

By:

Ballanti, Sara;
Liuzzi, Piergiuseppe;
Mattiolo, Paolo Luca;
Scarpino, Maenia;
Matà, Sabrina;
Hakiki, Bahia;
Cecchi, Francesca;
Oddo, Calogero Maria;
Mannini, Andrea;
Grippo, Antonello

Publication type:

Article

A comparative approach of machine learning models to predict attrition in a diabetes management program.

Published in:

PLoS Digital Health, 2025, v. 4, n. 7, p. 1, doi. 10.1371/journal.pdig.0000930

By:

Kanny, Samantha;
Post, Grisha;
Carbajales-Dale, Patricia;
Cummings, William;
Evatt, Janet;
Sherrill, Windsor Westbrook

Publication type:

Article

XFP-recognizer: detecting cross-file browser fingerprinting.

Published in:

Cybersecurity (2523-3246), 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42400-024-00349-y

By:

Wang, Xiaoxi;
Liu, Zhenxu;
Zheng, Chunyang;
Liu, Xinyu;
Liu, Wei;
Liu, Yuling;
Liu, Qixu

Publication type:

Article

Prediction of thyroid cancer recurrence with machine learning models.

Published in:

Pakistan Journal of Nuclear Medicine, 2024, v. 14, n. 2, p. 49, doi. 10.24911/PJNMed.175-1721068107

By:

Iqbal, Dilber;
Shahzad, Aamir

Publication type:

Article

Personality predicts internalizing symptoms and quality of life in police cadets: a comparison of artificial intelligence and parametric approaches.

Published in:

Health & Justice, 2025, v. 13, n. 1, p. 1, doi. 10.1186/s40352-025-00351-7

By:

Buades-Rotger, Macià;
Martínez Catena, Ana;
Recio, Guillermo;
Cano Gallent, Mireia;
Niñerola i Maymí, Jordi;
Figueras Masip, Anna;
Gallardo-Pujol, David

Publication type:

Article

Machine learning-assisted early detection of keratoconus: a comparative analysis of corneal topography and biomechanical data.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09694-5

By:

Syta, Arkadiusz;
Podkowiński, Arkadiusz;
Chorągiewicz, Tomasz;
Karpiński, Robert;
Gęca, Jakub;
Wróbel-Dudzińska, Dominika;
Jonak, Katarzyna E;
Głuchowski, Dariusz;
Maciejewski, Marcin;
Rejdak, Robert;
Jonak, Kamil

Publication type:

Article

Optimizing machine learning for network inference through comparative analysis of model performance in synthetic and real-world networks.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02982-0

By:

Khan, Ruby;
Khan, Sumbal;
Pari, Bakht;
Puszynski, Krzysztof

Publication type:

Article

Machine-learning model of nonlinear vibration prediction for mining riser used into deep-sea hydrate exploitation based on CLR-ZOA-RF.

Published in:

Nonlinear Dynamics, 2025, v. 113, n. 15, p. 19103, doi. 10.1007/s11071-025-11203-2

By:

Guo, Xiaoqiang;
Lv, Junlin;
Li, Yingwei;
Ren, Yuanzhe;
Hu, Ning;
Song, Yuxuan

Publication type:

Article

Machine learning-based phase design of Mg-Re alloy LPSO phase.

Published in:

Journal of Materials Science, 2025, v. 60, n. 26, p. 10573, doi. 10.1007/s10853-025-10940-4

By:

Zhang, Minglei;
Zeng, Jian;
Chen, Xiaoya;
Li, Quanan;
Wu, Zheng

Publication type:

Article

A computational study of cardiac glycosides from Vernonia amygdalina as PI3K inhibitors for targeting HER2 positive breast cancer.

Published in:

Journal of Computer-Aided Molecular Design, 2025, v. 39, n. 1, p. 1, doi. 10.1007/s10822-025-00621-4

By:

Tafrihani, Ahmad Syauqy;
Hanif, Naufa;
Yoga, I Made Bayu Kresna;
Irmasari, Irmasari;
Fakih, Taufik Muhammad;
Novitasari, Dhania;
Hasibuan, Poppy Anjelisa Zaitun;
Satria, Denny;
Huda, Fathul;
Muchtaridi, Muchtaridi;
Hermawan, Adam

Publication type:

Article

Machine learning and bioinformatics analysis to identify and validate diagnostic model associated with immune infiltration in rheumatoid arthritis.

Published in:

Clinical Rheumatology, 2025, v. 44, n. 7, p. 2683, doi. 10.1007/s10067-025-07514-9

By:

Jin, Jiayang;
Xiang, Xiaohong;
Cai, Xuanlin;
Hou, Yuke;
Zhang, Zhaoqi;
Li, Jing

Publication type:

Article

Planococcus citri in coffee trees by supervised classification using multispectral images.

Published in:

Ciência Rural, 2025, v. 55, n. 8, p. 1, doi. 10.1590/0103-8478cr20240318

By:

Fernanda Rossati, Kamila;
Andaló, Vanessa;
Deroco Martins, George;
Aparecida de Assis, Gleice;
Werneck Orlando, Vinícius Silva;
Messias Arriero, Letícia Pasqualin;
Silva de Faria, Lucas;
Zampiroli, Renan

Publication type:

Article

Final weight prediction from body measurements in Kıvırcık lambs using data mining algorithms.

Published in:

Archives Animal Breeding / Archiv Tierzucht, 2025, v. 68, n. 2, p. 325, doi. 10.5194/aab-68-325-2025

By:

Şengül, Ömer;
Çelik, Şenol

Publication type:

Article

Gap-filling lake surface temperatures from Advanced Himawari Imager (AHI) by a data-driven approach.

Published in:

Hydrological Research Letters, 2025, v. 19, n. 2, p. 107, doi. 10.3178/hrl.24-00027

By:

Michiaki Sugita

Publication type:

Article

Radiomic phenotype of peri-coronary adipose tissue as a potential non-invasive imaging tool for detecting atrial fibrillation.

Published in:

British Journal of Radiology, 2025, v. 98, n. 1169, p. 777, doi. 10.1093/bjr/tqaf046

By:

Wu, Jingping;
Meng, Xiao;
Wu, Dan;
Li, Yuwei;
Zhang, Xinghua;
Wang, Zhenping;
Wang, Xue;
Zhang, Fan

Publication type:

Article

Multi-model assessments to characterize occurrences of emerald ash borer (Coleoptera: Buprestidae) Open Access.

Published in:

Journal of Insect Science, 2025, v. 25, n. 3, p. 1, doi. 10.1093/jisesa/ieaf032

By:

Sambaraju, Kishan R;
Powell, Kathryn A;
Beaudoin, André

Publication type:

Article

A Hybrid Deep Learning Algorithm Based Prediction Model for Sustainable Healthcare System.

Published in:

Journal of Automation, Mobile Robotics & Intelligent Systems, 2025, v. 19, n. 2, p. 89, doi. 10.14313/jamris-2025-019

By:

Tharageswari, K;
Mohana Sundaram, N;
Santhosh, R

Publication type:

Article