Works matching DE "RANDOM forest algorithms"

Results: 5000

Non-Invasive Cancer Detection Using Blood Test and Predictive Modeling Approach.

Published in:

Advances & Applications in Bioinformatics & Chemistry, 2025, v. 18, p. 159, doi. 10.2147/AABC.S488604

By:

Tarawneh, Ahmad S;
Omari, Ahmad K Al;
Al-khlifeh, Enas M;
Tarawneh, Fatimah S;
Alghamdi, Mansoor;
Alrowaily, Majed Abdullah;
Alkhazi, Ibrahim S;
Hassanat, Ahmad B

Publication type:

Article

Exploration of biomarkers for predicting the prognosis of patients with diffuse large B-cell lymphoma by machine-learning analysis.

Published in:

BMC Immunology, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12865-025-00738-z

By:

Wang, Shifen;
Tao, Hong;
Zhao, Xingyun;
Wu, Siwen;
Yang, Chunwei;
Shi, Yuanfei;
Xu, Zhenshu;
Cui, Dawei

Publication type:

Article

PREDICTION OF SCHOOL TRAVEL MODE CHOICE AND ITS DETERMINANTS -- A MACHINE LEARNING APPROACH.

Published in:

Transport Problems: an International Scientific Journal, 2025, v. 20, n. 2, p. 125, doi. 10.20858/tp.2025.20.2.10

By:

ALI, Mujahid;
YUEN, Choon Wah

Publication type:

Article

A Study on Machine Learning Based Parkinson Disease Prediction.

Published in:

Baghdad Science Journal, 2025, v. 22, n. 7, p. 2438, doi. 10.21123/2411-7986.5008

By:

Dasgupta, Suparna;
Saha, Soumyabrata;
Pal, Pronay;
Maiti, Shilarchana;
Nath, Sudarshan

Publication type:

Article

Predicting emotional responses in interactive art using Random Forests: a model grounded in enactive aesthetics.

Published in:

Frontiers in Psychology, 2025, p. 1, doi. 10.3389/fpsyg.2025.1609103

By:

Chen, Xiaowei;
Ibrahim, Zainuddin;
Aziz, Azlan Abdul

Publication type:

Article

A random forest dynamic threshold imputation method for handling missing data in cognitive diagnosis assessments.

Published in:

Frontiers in Psychology, 2025, p. 1, doi. 10.3389/fpsyg.2025.1487111

By:

You, Xiaofeng;
Yang, Jianqin;
Xu, Xinai

Publication type:

Article

Modeling Soil Available Water Using Neuro-fuzzy, Gene Expression Programming and Random Forest Methods.

Published in:

Water & Soil, 2025, v. 39, n. 2, p. 154, doi. 10.22067/jsw.2025.92342.1470

By:

Kashani, M. Hasanpour;
Asghari, Sh.

Publication type:

Article

Geospatial Modeling of Carbon Stocks in Forest Litter in the Republic of Karelia and on the Karelian Isthmus (Leningrad Oblast).

Published in:

Eurasian Soil Science, 2025, v. 58, n. 10, p. 1, doi. 10.1134/S1064229325600484

By:

Narykova, A. N.;
Plotnikova, A. S.;
Akhmetova, G. V.;
Danilova, M. A.;
Kuznetsova, A. I.

Publication type:

Article

Discovery of novel High-T<sub>c</sub> superconductors via machine learning-based random forest model.

Published in:

Applied Physics A: Materials Science & Processing, 2025, v. 131, n. 8, p. 1, doi. 10.1007/s00339-025-08758-7

By:

Wang, Qi-Xian;
Yang, Xiang-Fei;
Shi, Ren-Gang;
Ren, Yi-Ming;
Fan, Xiao-Bo;
Qin, Zhen;
Chen, Jun

Publication type:

Article

Incorporating information of causal variants in genomic prediction using GBLUP or machine learning models in a simulated livestock population.

Published in:

Journal of Animal Science & Biotechnology, 2025, p. 1, doi. 10.1186/s40104-025-01250-5

By:

Yang, Jifan;
Calus, Mario P. L.;
Wientjes, Yvonne C. J.;
Meuwissen, Theo H. E.;
Duenk, Pascal

Publication type:

Article

Clasificación laboral en México usando un enfoque de aprendizaje automático.

Published in:

Revista de Metodos Cuantitativos para la Economia y la Empresa, 2025, v. 39, p. 1, doi. 10.46661/rev.metodoscuant.econ.empresa.10760

By:

Rodríguez Esparza, Luz Judith;
Ortiz Lazcano, Dolly Anabel;
Llamas Valle, Mónica Fernanda

Publication type:

Article

HIV-phyloTSI: subtype-independent estimation of time since HIV-1 infection for cross-sectional measures of population incidence using deep sequence data.

Published in:

BMC Bioinformatics, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12859-025-06189-y

By:

Golubchik, Tanya;
Abeler-Dörner, Lucie;
Hall, Matthew;
Wymant, Chris;
Bonsall, David;
Macintyre-Cockett, George;
Thomson, Laura;
Baeten, Jared M.;
Celum, Connie L.;
Galiwango, Ronald M.;
Kosloff, Barry;
Limbada, Mohammed;
Mujugira, Andrew;
Mugo, Nelly R.;
Gall, Astrid;
Blanquart, François;
Bakker, Margreet;
Bezemer, Daniela;
Ong, Swee Hoe;
Albert, Jan

Publication type:

Article

Spatiotemporal changes in land use and identification of driving factor contributions in the Chengdu-Chongqing Economic Circle based on the random forest model.

Published in:

Environmental Science & Pollution Research, 2025, v. 32, n. 31, p. 18975, doi. 10.1007/s11356-025-36765-x

By:

Huang, Wanxin;
Deng, Yuanjie;
Chen, Hang;
Hai, Yifeng;
Ma, Aiting;
Duan, Meixuan;
Ming, Lu

Publication type:

Article

شبیه سازی تولید گندم با استفاده از تصاویر سنتینل ۲ و به کارگیری تکنیک های یادگیری ماشین.

Published in:

Journal of Water & Soil Science, 2025, v. 29, n. 2, p. 15

By:

هادی رمضانی اعتد;
مژگان احمدی

Publication type:

Article

Wear Fault Diagnosis in Journal Bearings Using Vibration Analysis and AI.

Published in:

FME Transactions, 2025, v. 53, n. 3, p. 401, doi. 10.5937/fme2503401J

By:

Jebur, Nazik A.;
Soud, Wafa A.

Publication type:

Article

Low-cost fabrication and comparative evaluation of machine learning algorithms for flexible PDMS-based hexagonal patch antenna.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-15678-2

By:

Sarvesan, Srivatsan;
Reddy, Mettu Goutham;
Karthikeyan, S. S.;
Sekhar, Praveen K.

Publication type:

Article

Predicting onset of myopic refractive error in children using machine learning on routine pediatric eye examinations only.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13990-5

By:

Ron, Yonina;
Ron, Tchelet;
Fridman, Naomi;
Goldstein, Anat

Publication type:

Article

The impact of CNN MHAM-enhanced WRF and BPNN models for user behavior prediction.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-15424-8

By:

Zheng, Kaixin;
Liang, Zhensen

Publication type:

Article

Predictive modeling of coagulant dosing in drilling wastewater treatment using artificial neural networks.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-15155-w

By:

Kalhormohammadi, Mahyar;
Khoramipour, Sanaz

Publication type:

Article

Machine learning model to predicting synergy of ultrasonication and solvation impacts on crude oil viscosity.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-14752-z

By:

Khan, Nasir;
Razavifar, Mehdi;
Ahmad, Qazi Adnan;
Siyar, Muhammad;
Riazi, Masoud;
Khan, Waqar;
Qajar, Jafar

Publication type:

Article

Learning from multiple frameworks for aquifer vulnerability mapping and multiple modelling practices in groundwater vulnerability mapping studies.

Published in:

Applied Water Science, 2025, v. 15, n. 8, p. 1, doi. 10.1007/s13201-025-02573-4

By:

Nadiri, Ata Allah;
Abdollahi, Zeynab;
Sedghi, Zahra;
Khatibi, Rahman;
Barzegar, Rahim

Publication type:

Article

Predicting emotional responses in interactive art using Random Forests: a model grounded in enactive aesthetics.

Published in:

Frontiers in Psychology, 2025, p. 1, doi. 10.3389/fpsyg.2025.1609103

By:

Chen, Xiaowei;
Ibrahim, Zainuddin;
Aziz, Azlan Abdul

Publication type:

Article

基于AutoResMLP的地浸采铀溶浸液与铀浓度关系研究.

Published in:

Nonferrous Metals, 2025, v. 15, n. 8, p. 1315, doi. 10.20242/j.issn.2097-5384.2025.08.007

By:

刘, 志锋;
郑, 文杰;
周, 义朋;
阳, 奕汉;
王, 晓伟

Publication type:

Article

Hourly surface nitrogen dioxide retrieval from GEMS tropospheric vertical column densities: benefit of using time-contiguous input features for machine learning models.

Published in:

Atmospheric Measurement Techniques, 2025, v. 18, n. 15, p. 3747, doi. 10.5194/amt-18-3747-2025

By:

Gödeke, Janek;
Richter, Andreas;
Lange, Kezia;
Maaß, Peter;
Hong, Hyunkee;
Lee, Hanlim;
Park, Junsung

Publication type:

Article

Enhancing Employee Retention: Predicting Attrition Using Machine Learning Models.

Published in:

Journal of Applied Business & Economics, 2025, v. 27, n. 3, p. 41, doi. 10.33423/jabe.v27i3.7644

By:

Tang, Zaiyong;
Gu, James;
Kelkar, Mayuresh

Publication type:

Article

Deep learning-based stacked models for cyber-attack detection in industrial internet of things.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 24, p. 19617, doi. 10.1007/s00521-025-11418-9

By:

Wu, Wang;
Fouzi, Harrou;
Benamar, Bouyeddo;
Sidi-Mohammed, Senouci;
Ying, Sun

Publication type:

Article

COMBINED APPROACH BASED ON HARALICK AND GABOR FEATURES TO CLASSIFY BUILDINGS PARTIALLY HIDDEN BY VEGETATION.

Published in:

Scientific Journal of Astana IT University, 2025, v. 22, p. 88, doi. 10.37943/22YNTU3695

By:

Nazyrova, Dilyara;
Aitkozha, Zhangeldi;
Kerimkhulle, Seyit;
Omarova, Gulmira

Publication type:

Article

在线学习表现预测模型研究: 基于智能学业测评系统的数据分析.

Published in:

Modern Educational Technology, 2025, v. 35, n. 8, p. 87, doi. 10.3969/j.issn.1009-8097.2025.08.009

By:

冷静;
吴子豪;
都洋岚;
卢弘焕

Publication type:

Article

Long-term Land Cover Dataset of the Mongolian Plateau Based on Multi-source Data and Rich Sample Annotations.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05648-8

By:

Wang, Juanle;
Li, Kai;
Han, Tengfei;
Sun, Yifei;
Hong, Mengmeng;
Shao, Yating;
Sun, Zhichen;
Liu, Meng;
Li, Fengjiao;
Su, Yuhui;
Jia, Qilin;
Liu, Yaping;
Liu, Jiazhuo;
Jiang, Jiawei;
Ochir, Altansukh;
Davaasuren, Davaadorj;
Xu, Mengqiong;
Sun, Yamin;
Huang, Shaopu;
Zou, Weihao

Publication type:

Article

The Application of Random Forest Prediction in Developing a Systematic Land Parcel Value in the Urban Area.

Published in:

International Journal of Geoinformatics, 2025, v. 21, n. 7, p. 58, doi. 10.52939/ijg.v21i7.4319

By:

Deviantari, U. W.;
Aditya, T.;
Djojomartono, P. N.;
Mulyadi

Publication type:

Article

Year-round daily wildfire prediction and key factor analysis using machine learning: a case study of Gangwon State, South Korea.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-15508-5

By:

Lee, Chanjung;
Choi, Eun Hyoung;
Han, Youngju;
Lee, Yohan

Publication type:

Article

Formation mechanism of boehmite and diaspore in karstic bauxites: Trace element geochemistry in source materials using a large sample geochemical dataset and a random forest model.

Published in:

American Mineralogist, 2025, v. 110, n. 8, p. 1269, doi. 10.2138/am-2024-9499

By:

Qi, Hui;
Zhang, Sheng-Qiang;
Lv, Kai-Ning;
Yuan, Guo-Li;
Dong, Pei-Pei;
Li, Ying-Jie;
Li, Jun;
Liu, Xue-Fei

Publication type:

Article

A Machine Learning Model for Beam Deflection Curve Prediction: A Random Forest Approach with Multi-Material Validation.

Published in:

INFOCOMP: Journal of Computer Science, 2025, v. 24, n. 1, p. 65

By:

BRANDÃ£O JUNIOR, LUIZ CARLOS;
MAGALHÃ£ES, RICARDO RODRIGUES

Publication type:

Article

Construction of a predictive model for cognitive impairment among older adults in Northwest China.

Published in:

Frontiers in Aging Neuroscience, 2025, p. 1, doi. 10.3389/fnagi.2025.1487838

By:

Wang, Yu;
Wang, Ni;
Zhao, Yanjie;
Wang, Xiaoyan;
Nie, Yuqin;
Ding, Liping

Publication type:

Article

Machine Learning Approach for Path Loss Prediction in Urban Drive 5G Network Environments.

Published in:

International Journal of Microwave & Optical Technology, 2025, v. 20, n. 4, p. 380

By:

Robinson, Samuel A.;
Imianvan, Anthony A.;
Igodan, Efosa C.;
Dan, Emmanuel A.;
Joseph, Kingsley U.;
Dickson, Linus A.

Publication type:

Article

Correlation study on the risk of cardiovascular adverse events in diabetic foot patients based on machine learning - a retrospective cohort study.

Published in:

Frontiers in Endocrinology, 2025, p. 1, doi. 10.3389/fendo.2025.1595471

By:

Zheng, Liran;
Chen, Jiageng;
Xu, Wenyan;
Ding, Min;
Li, Juan;
Tian, Fenghua;
Zhang, Lei;
Li, Qianqian;
Wang, Shuai;
Wang, Zeyu;
Ma, Hairong;
Cui, Xuecan;
Chang, Bai;
Wang, Meijun

Publication type:

Article

Exploring the Characteristics of Infants That Influence Their Number of Transfusions Using a Multivariable Multiclassification Model: A Retrospective Study.

Published in:

Transfusion Medicine & Hemotherapy, 2025, v. 52, n. 4, p. 238, doi. 10.1159/000545329

By:

Zhang, Mengyi;
Chen, Jian;
Feng, Jing;
Luo, Jie;
Guo, Binhan

Publication type:

Article

Water Body Extraction Methods for SAR Images Fusing Sentinel-1 Dual-Polarized Water Index and Random Forest.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4868, doi. 10.3390/s25154868

By:

Zhai, Min;
Shen, Huayu;
Cao, Qihang;
Ding, Xuanhao;
Xin, Mingzhen

Publication type:

Article

Void Detection of Airport Concrete Pavement Slabs Based on Vibration Response Under Moving Load.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4703, doi. 10.3390/s25154703

By:

Wang, Xiang;
Ma, Ziliang;
Hu, Xing;
Cao, Xinyuan;
Dong, Qiao

Publication type:

Article

Quantification of Suspended Sediment Concentration Using Laboratory Experimental Data and Machine Learning Model.

Published in:

Water (20734441), 2025, v. 17, n. 15, p. 2301, doi. 10.3390/w17152301

By:

Nookala, Sathvik Reddy;
Duan, Jennifer G.;
Qi, Kun;
Pacheco, Jason;
He, Sen

Publication type:

Article

Predicting Cardiovascular Risk in Patients with Prostate Cancer Receiving Abiraterone or Enzalutamide by Using Machine Learning.

Published in:

Cancers, 2025, v. 17, n. 15, p. 2414, doi. 10.3390/cancers17152414

By:

Chen, Dong-Yi;
Chen, Chun-Chi;
Tsai, Ming-Lung;
Chang, Chieh-Yu;
Hsieh, Ming-Jer;
Chen, Tien-Hsing;
Su, Po-Jung;
Chu, Pao-Hsien;
Hsieh, I-Chang;
Pang, See-Tong;
Huang, Wen-Kuan

Publication type:

Article

Study on Thermal Conductivity Prediction of Granites Using Data Augmentation and Machine Learning.

Published in:

Energies (19961073), 2025, v. 18, n. 15, p. 4175, doi. 10.3390/en18154175

By:

Ma, Yongjie;
Tian, Lin;
Hu, Fuhang;
Wang, Jingyong;
Yan, Echuan;
Zhang, Yanjun

Publication type:

Article

Detection and Classification of Power Quality Disturbances Based on Improved Adaptive S-Transform and Random Forest.

Published in:

Energies (19961073), 2025, v. 18, n. 15, p. 4088, doi. 10.3390/en18154088

By:

Yang, Dongdong;
Lü, Shixuan;
Wei, Junming;
Zheng, Lijun;
Gao, Yunguang

Publication type:

Article

Survival Modelling Using Machine Learning and Immune–Nutritional Profiles in Advanced Gastric Cancer on Home Parenteral Nutrition.

Published in:

Nutrients, 2025, v. 17, n. 15, p. 2414, doi. 10.3390/nu17152414

By:

Matysiak, Konrad;
Hojdis, Aleksandra;
Szewczuk, Magdalena

Publication type:

Article

Research on Fatigue Life Prediction Method of Spot-Welded Joints Based on Machine Learning.

Published in:

Materials (1996-1944), 2025, v. 18, n. 15, p. 3542, doi. 10.3390/ma18153542

By:

Li, Shanshan;
Zhan, Zhenfei;
Zou, Jie;
Wang, Zihan

Publication type:

Article

Machine Learning-Based Fatigue Life Prediction for E36 Steel Welded Joints.

Published in:

Materials (1996-1944), 2025, v. 18, n. 15, p. 3481, doi. 10.3390/ma18153481

By:

Zhu, Lina;
Guo, Hongye;
Song, Zongxian;
Liu, Yong;
Peng, Jinling;
Wang, Jifeng

Publication type:

Article

Multi-Sensor Flood Mapping in Urban and Agricultural Landscapes of the Netherlands Using SAR and Optical Data with Random Forest Classifier.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2712, doi. 10.3390/rs17152712

By:

Narin, Omer Gokberk;
Sekertekin, Aliihsan;
Bayik, Caglar;
Bektas Balcik, Filiz;
Arıkan, Mahmut;
Sanli, Fusun Balik;
Abdikan, Saygin

Publication type:

Article

A Semi-Automated, Hybrid GIS-AI Approach to Seabed Boulder Detection Using High Resolution Multibeam Echosounder.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2711, doi. 10.3390/rs17152711

By:

Downing, Eoin;
O'Reilly, Luke;
Majcher, Jan;
O'Mahony, Evan;
Peters, Jared

Publication type:

Article

A Soil Moisture-Informed Seismic Landslide Model Using SMAP Satellite Data.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2671, doi. 10.3390/rs17152671

By:

Farahani, Ali;
Ghayoomi, Majid

Publication type:

Article

Mapping Wetlands with High-Resolution Planet SuperDove Satellite Imagery: An Assessment of Machine Learning Models Across the Diverse Waterscapes of New Zealand.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2626, doi. 10.3390/rs17152626

By:

Khan, Md. Saiful Islam;
Vega-Corredor, Maria C.;
Wilson, Matthew D.

Publication type:

Article