Works matching DE "RANDOM forest algorithms"

Results: 5000

Research on detection and classification of fraudulent websites based on multi-dimensional features.

Published in:

Journal Of Sichuan University (Natural Sciences Division) / Sichuan Daxue Xuebao-Ziran Kexueban, 2024, v. 61, n. 4, p. 1, doi. 10.19907/j.0490-6756.2024.040003

By:

YOU, Chang;
HUANG, Cheng;
TIAN, Xuan;
YAN, Wei;
LENG, Tao

Publication type:

Article

GUARDIANS OF THE GREEN: REVOLUTIONIZING IRRIGATION WITH SENSOR INTELLIGENCE.

Published in:

i-Manager's Journal on Instrumentation & Control Engineering, 2025, v. 13, n. 1, p. 17, doi. 10.26634/jic.13.1.22082

By:

V., ARTHI VINCY;
S., CHANDHRU;
B., DEVI SRI;
E., DIVYA;
JAMES, KOMALA

Publication type:

Article

The diabacare cloud: predicting diabetes using machine learning.

Published in:

Acta Scientiarum: Technology, 2024, v. 46, n. 1, p. 1, doi. 10.4025/actascitechnol.v46i1.64783

By:

Alam, Mehtab;
Khan, Ihtiram Raza;
Alam, Mohammad Afshar;
Siddiqui, Farheen;
Tanweer, Safdar

Publication type:

Article

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

MACHINE LEARNING AND ECONOMETRICS: BRIDGING THE GAP FOR ENHANCED ECONOMIC ANALYSIS.

Published in:

Gharee for Economics & Administration Sciences, 2025, v. 21, n. 1, p. 55, doi. 10.36325/ghjec.v21i1.17773

By:

Jamiu, YUSUF Adeniyi;
Abdulkadri, IDRIS;
AKINLOLU, Azeez Olawale

Publication type:

Article

The association between the severity of out-of-hospital cardiac arrest and the effectiveness of target temperature management: a retrospective study based on prediction models.

Published in:

International Journal of Emergency Medicine, 2025, v. 18, n. 1, p. 1, doi. 10.1186/s12245-025-00947-8

By:

Shan, Zhenyu;
Shao, Rui;
Wang, Xingsheng;
Zhang, Guyu;
Zhang, Luying;
Hang, Chenchen;
An, Le;
Yu, Jingfei;
Tang, Ziren

Publication type:

Article

Damage prediction of rear plate in Whipple shields based on machine learning method.

Published in:

Defence Technology, 2025, v. 50, p. 52, doi. 10.1016/j.dt.2025.03.020

By:

Chenyang Wu;
Xiangbiao Liao;
Lvtan Chen;
Xiaowei Chen

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

A Neutrosophic Random Forest Approach for Preeclamptic Risk Prediction with Uncertainty Quantification.

Published in:

Neutrosophic Sets & Systems, 2025, v. 92, p. 134

By:

Parrales-Bravo, Franklin;
Caicedo-Quiroz, Rosangela;
Cevallos-Torres, Lorenzo;
Vasquez-Cevallos, Leonel;
Rumbaut-Rangel, Dayron

Publication type:

Article

Understanding drug abstinence self efficacy through statistical analysis, machine learning and explainable AI.

Published in:

Discover Public Health, 2025, v. 22, n. 1, p. 1, doi. 10.1186/s12982-025-00879-x

By:

Das, Priti Rekha;
Talukdar, Rita Rani;
Kumar, Chandan Jyoti

Publication type:

Article

基于图神经网络的滑坡易发性评价 ————以湖南省临湘市为例.

Published in:

Journal of Natural Disasters, 2025, v. 34, n. 4, p. 74, doi. 10.13577/j.jnd.2025.0407

By:

刘晓东;
肖婷;
王璨;
王李昌;
覃佐辉;
黄伟

Publication type:

Article

Predictive Modelling of Neurological Disorders Using Machine Learning: Insights from EEG, MRI, and Cognitive Data.

Published in:

Mathematical Modelling of Engineering Problems, 2025, v. 12, n. 7, p. 2502, doi. 10.18280/mmep.120728

By:

Hussain, Audil;
Sharma, Amit;
Fayaz, Sheikh Amir;
Zaman, Majid

Publication type:

Article

Application of machine learning based on habitat imaging and vision transformer to predict treatment response of locally advanced esophageal squamous cell carcinoma following neoadjuvant chemoimmunotherapy: a multi-center study.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1603249

By:

Xie, Shu-Han;
Xu, Hui;
Zhang, Hai;
Xu, Jin-Xin;
Huang, Shi-Jie;
Liu, Wen-Yi;
Tang, Zi-Lu;
Xu, Rong-Yu;
Ke, Sun-Kui;
Xie, Jin-Biao;
Feng, Qing-Yi;
Kang, Ming-Qiang

Publication type:

Article

Intelligent islanding detection framework for smart grids using wavelet scalograms and HOG feature fusion.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08391-7

By:

Pal, Kumaresh;
Namrata, Kumari;
Akella, Ashok Kumar;
Samadhiya, Akshit;
Azar, Ahmad Taher;
Tounsi, Mohamed;
Soliman, Naglaa F.;
El-Shafai, Walid

Publication type:

Article

Predictive value of anthropometric indices for incident of dyslipidemia: a large population-based study.

Published in:

Population Health Metrics, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12963-025-00410-z

By:

Ghiasi Hafezi, Somayeh;
Ghasemabadi, Atena;
Soleimani, Negar;
Allahyari, Maryam;
Moradi, Mina;
Mansoori, Amin;
Kolahi Ahari, Rana;
Ghamsary, Mark;
Ferns, Gordon;
Esmaily, Habibollah;
Ghayour-Mobarhan, Majid

Publication type:

Article

Framework for Intrusion Detection in IoT Networks: Dataset Design and Machine Learning Analysis.

Published in:

Infocommunications Journal, 2025, v. 17, n. 2, p. 61, doi. 10.36244/ICJ.2025.2.8

By:

Lmkaiti, Mansour;
Larhlimi, Ibtissam;
Lachgar, Maryem;
Moudni, Houda;
Mouncif, Hicham

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

Seismic site amplification prediction- an integrated Bayesian optimisation explainable machine learning approach.

Published in:

Georisk: Assessment & Management of Risk for Engineered Systems & Geohazards, 2025, v. 19, n. 3, p. 573, doi. 10.1080/17499518.2025.2521870

By:

Raja, Muhammad Nouman Amjad;
Mercado, Vicente;
Abdoun, Tarek;
El-Sekelly, Waleed

Publication type:

Article

Enhancing Fake News Detection via PSO-Optimized Ensemble Learning: A Comparative Study of SVM, NB, and RF.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 6, p. 1629, doi. 10.18280/isi.300621

By:

Abdalrdha, Zainab Khyioon;
Kadhim, Amal Abbas;
Kadum, Amaal;
Naser, Wedad Abdul Khuder

Publication type:

Article

Evaluation of Some Supervised Machine Learning Techniques for the Prediction of Soil Macro-Nutrients for Cash Crop Production.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 6, p. 1417, doi. 10.18280/isi.300601

By:

Ogunbiyi, Temitope E.;
Adedotun, Adedayo F.;
Ibidapo, Stephanie A.;
Adeyiga, Johnson A.;
Oluwadare, Julius Remi;
Awojobi, Daniel;
Mbata, Ugochukwu A.;
Agbesuyi, Moyosore O.

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

Machine learning models for predicting the risk of depressive symptoms in Chinese college students.

Published in:

Frontiers in Psychiatry, 2025, p. 1, doi. 10.3389/fpsyt.2025.1648585

By:

Yu, Chengfu;
Kong, Xiangxuan;
Yu, Weijie;
Ni, Xingcan;
Chen, Jing;
Liao, Xiaoyan

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

Explaining New Issuance Premiums in the US Corporate Bond Market (2016–2020).

Published in:

Journal of Financial Data Science, 2025, v. 7, n. 3, p. 8, doi. 10.3905/jfds.2025.1.192

By:

Günster, Andrea;
Jud, Ramon;
Schwendner, Peter

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