Works matching DE "RANDOM forest algorithms"

Results: 5000

The role of artificial intelligence in managing hospitalized patients with mental illness: a scoping review.

Published in:

Discover Public Health, 2025, v. 22, n. 1, p. 1, doi. 10.1186/s12982-025-00814-0

By:

Samiun, Md;
Rony, Moustaq Karim Khan;
Yeasmin, Sumaiya;
Manik, Mia Md Tofayel Gonee;
Debnath, Anupom;
Aziz, Mustakim Bin;
Tasnim, Afia Fairooz;
Nilima, Sadia Islam

Publication type:

Article

Addressing overfitting and overestimation challenges in landslide susceptibility modeling: a case study of Penang Island, Malaysia.

Published in:

Natural Hazards, 2025, v. 121, n. 11, p. 13577, doi. 10.1007/s11069-025-07329-6

By:

Atok, Dorothy Anak Martin;
Chai, Soo See

Publication type:

Article

Machine learning wildfire susceptibility mapping for Germany.

Published in:

Natural Hazards, 2025, v. 121, n. 11, p. 12517, doi. 10.1007/s11069-025-07292-2

By:

Thies, Boris

Publication type:

Article

Application of machine learning algorithms and SHAP explanations to predict fertility preference among reproductive women in Somalia.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-04704-y

By:

Sani, Jamilu;
Halane, Salad;
Ahmed, Abdiwali Mohamed;
Ahmed, Mohamed Mustaf

Publication type:

Article

The PLSR-ML fusion strategy for high-accuracy leaf potassium inversion in karst region of Southwest China.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1620971

By:

Song, Zhihao;
He, Wen;
Yao, Yuefeng;
Yu, Ling;
Huang, Jinjun;
Xu, Yong;
Wang, Haoyu

Publication type:

Article

Machine learning algorithms for FCB (fractional cycle bias) estimation in PPP ambiguity resolution.

Published in:

Arabian Journal of Geosciences, 2025, v. 18, n. 7, p. 1, doi. 10.1007/s12517-025-12276-4

By:

Karlitepe, Furkan;
Erdogan, Bahattin

Publication type:

Article

Tree model machine learning to identify liquid metal-based alloy superconductor.

Published in:

Journal of Materials Science, 2025, v. 60, n. 28, p. 11857, doi. 10.1007/s10853-025-11121-z

By:

Hua, Chen;
Liu, Jing

Publication type:

Article

An artificial intelligence-based approach to identify volume status in patients with severe dengue using wearable PPG data.

Published in:

PLoS Digital Health, 2025, v. 4, n. 7, p. 1, doi. 10.1371/journal.pdig.0000924

By:

Lyle, Ngan Nguyen;
Chanh, Ho Quang;
Nguyen Van, Hao;
Anibal, James;
Karolcik, Stefan;
Ming, Damien;
Nguyen Thi, Giang;
Vu Ngo Thanh, Huyen;
Nguyen Quang, Huy;
Ho Bich, Hai;
Le Dinh Van, Khoa;
Tu, Van Hoang Minh;
Nguyen Quoc, Khanh Phan;
Trieu, Huynh Trung;
Phan, Qui Tu;
Phan Vinh, Tho;
Luong Thi Hue, Tai;
Georgiou, Pantelis;
Thwaites, Louise;
Yacoub, Sophie

Publication type:

Article

Automated seafood freshness detection and preservation analysis using machine learning and paper-based pH sensors.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08177-x

By:

Kumaravel, B.;
Amutha, A. L.;
Mary, T. P. Milintha;
Agrawal, Aryan;
Singh, Akshat;
Saran, S.;
Govindarajan, Nagamaniammai

Publication type:

Article

High-throughput behavioral screening in Caenorhabditis elegans using machine learning for drug repurposing.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10370-x

By:

García-Garví, Antonio;
Sánchez-Salmerón, Antonio-José

Publication type:

Article

Evaluating the impact of machine learning models on adult major depressive disorder using conventional treatment strategies: a systematic review approach.

Published in:

Discover Public Health, 2025, p. 1, doi. 10.1186/s12982-025-00816-y

By:

Yadav, Nishant;
Gulati, Anamika;
Gulati, Varun;
Yadav, Prashant

Publication type:

Article

Assessing the Number of Criteria in GIS‐Based Multicriteria Evaluation: A Machine Learning Approach.

Published in:

Geographical Analysis, 2025, v. 57, n. 3, p. 489, doi. 10.1111/gean.70004

By:

Zhao, Lan Qing;
Dragićević, Suzana;
Balram, Shivanand;
Perez, Liliana

Publication type:

Article

Geographical Gaussian Process Regression: A Spatial Machine‐Learning Model Based on Spatial Similarity.

Published in:

Geographical Analysis, 2025, v. 57, n. 3, p. 507, doi. 10.1111/gean.12423

By:

Jiao, Zhenzhi;
Tao, Ran

Publication type:

Article

Overlapping Landsat Scene Classifications and Focal Context to Identify Boreal Disturbance Mapping Uncertainty.

Published in:

Geographical Analysis, 2025, v. 57, n. 3, p. 478, doi. 10.1111/gean.12422

By:

Wu, Wesley J.;
Remmel, Tarmo K.;
Ouellette, Marc

Publication type:

Article

Analysis and Application of Big Data-Driven Visual Scene in Music Teaching.

Published in:

Computer-Aided Design & Applications, 2025, v. 22, p. 264, doi. 10.14733/cadaps.2025.S9.264-278

By:

Dongxuan Wu;
Cheng Zhou;
Xiaojing Wen

Publication type:

Article

User Experience Optimization Strategy of Random Forest Algorithm in Interactive Design of Artistic Systems.

Published in:

Computer-Aided Design & Applications, 2025, v. 22, p. 295, doi. 10.14733/cadaps.2025.S2.295-307

By:

Bin Ni

Publication type:

Article

The Usage of Random Forest Algorithm in Evaluating the Effect of Art Illustration Interactive Design.

Published in:

Computer-Aided Design & Applications, 2025, v. 22, p. 282, doi. 10.14733/cadaps.2025.S2.282-294

By:

Yilin Sun;
Jiaojiao Hu;
Yisi Lou

Publication type:

Article

Prediction on rock strength by mineral composition from machine learning of ECS logs.

Published in:

Energy Geoscience, 2025, v. 6, n. 2, p. 1, doi. 10.1016/j.engeos.2025.100386

By:

Dongwen Li;
Xinlong Li;
Li Liu;
Wenhao He;
Yongxin Li;
Shuowen Li;
Huaizhong Shi;
Gaojian Fan

Publication type:

Article

Machine learning-based prediction of physical parameters in heterogeneous carbonate reservoirs using well log data.

Published in:

Energy Geoscience, 2025, v. 6, n. 2, p. 1, doi. 10.1016/j.engeos.2025.100383

By:

Fuyong Wang;
Xianmu Hou

Publication type:

Article

A data-driven approach to predict fracture intensity using machine learning for presalt carbonate reservoirs: A feasibility study in the Mero Field, Santos Basin, Brazil.

Published in:

Energy Geoscience, 2025, v. 6, n. 2, p. 1, doi. 10.1016/j.engeos.2025.100404

By:

de Oliveira Neto, Eberton Rodrigues;
Damasceno Fernandes, Fabio Júnior;
Abdul Fatah, Tuany Younis;
Macedo Dias, Raquel;
Tejada da Piedade, Zoraida Roxana;
Menezes Freire, Antonio Fernando;
Moreira Lupinacci, Wagner

Publication type:

Article

Machine Learning Approaches to Predicting Calving Difficulty from Skeletal Key Points.

Published in:

Agricultural Information Research / Nougyou Jouhou Kenkyuu, 2025, v. 34, n. 1, p. 1, doi. 10.3173/air.34.1

By:

Mari Aoki;
Ryo Sugiura

Publication type:

Article

PREDICTION OF DRILL STRING VIBRATIONS USING MACHINE LEARNING TOOLS.

Published in:

Journal of Mathematics, Mechanics & Computer Science, 2025, v. 126, n. 2, p. 151, doi. 10.26577/JMMCS20251262012

By:

Kudaibergenov, Askar K.;
Kudaibergenov, Askat K.;
Tileuberdi, T. B.

Publication type:

Article

2006--2020 年蒙古国放牧密度数据集.

Published in:

Journal of Agricultural Big Data, 2025, v. 8, n. 1, p. 77, doi. 10.19788/j.issn.2096-6369.100037

By:

黄静;
李婷;
李朋飞;
Ochir, Altansukh;
杨梅焕;
王涛;
李莎

Publication type:

Article

2022 年克鲁伦河流域10 米分辨率植被覆盖度月度数据集.

Published in:

Journal of Agricultural Big Data, 2025, v. 8, n. 1, p. 59, doi. 10.19788/j.issn.2096-6369.100032

By:

牛博文;
冯权泷;
张毓;
高秉博;
Chinzorig, SUKHBAATAR;
冯爱萍;
杨建宇

Publication type:

Article

A Machine Learning Framework for Screening Plasma Cell-Associated Feature Genes to Estimate Osteoporosis Risk and Treatment Vulnerability.

Published in:

Biochemical Genetics, 2025, v. 63, n. 4, p. 3117, doi. 10.1007/s10528-024-10861-y

By:

Wang, Shoubao;
Zhu, Jiafu;
Liu, Weinan;
Liu, Aihua

Publication type:

Article

بررسی اثرات فرم شهری و عناصر هواشناسی بر آلودگی هوای تهران و تبریز.

Published in:

Geography & Development Iranian Journal / Jughrāfiyā va Tusi̒ah, 2025, v. 23, n. 79, p. 103, doi. 10.22111/GDIJ.2025.48916.3654

By:

پریسا کهراری;
شهریار خالدی;
قاسم کیخسروی;
سید جلیل علوی

Publication type:

Article

House Market Prediction Using Machine Learnin.

Published in:

Database Systems Journal, 2025, v. 16, p. 55

By:

ANDREI, Nicușor-Andrei

Publication type:

Article

Exploring Machine Learning Models for Vault Safety in ICL Implantation: A Comparative Analysis of Regression and Classification Models.

Published in:

Ophthalmology & Therapy, 2025, v. 14, n. 8, p. 1789, doi. 10.1007/s40123-025-01173-4

By:

Zhang, Qing;
Li, Qi;
Yu, Zhilong;
Yang, Ruibo;
Pazo, Emmanuel Eric;
Huang, Yue;
Liu, Hui;
Zhang, Chen;
Moutari, Salissou;
Zhao, Shaozhen

Publication type:

Article

Exploring Agricultural Livestreaming and Agricultural Supply Chain Management Empowered by the Internet of Things and Artificial Intelligence.

Published in:

Journal of Information Science & Engineering, 2025, v. 41, n. 4, p. 791, doi. 10.6688/JISE.202507_41(4).0002

By:

HUI ZHANG;
ZEKE LIAN

Publication type:

Article

Multimodal Music Feature Extraction and Classification Method Based on Deep Learning.

Published in:

Computer-Aided Design & Applications, 2025, v. 22, p. 1, doi. 10.14733/cadaps.2025.S3.1-14

By:

Feiyan Yang

Publication type:

Article

The application of super-resolution ultrasound radiomics models in predicting the failure of conservative treatment for ectopic pregnancy.

Published in:

Reproductive Biology & Endocrinology, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12958-025-01437-5

By:

Zhang, Mingyan;
Sheng, Junfa

Publication type:

Article

Ensemble learning for microbiome-based caries diagnosis: multi-group modeling and biological interpretation from salivary and plaque metagenomic data.

Published in:

BMC Oral Health, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12903-025-06590-2

By:

Wei, Fangqiao;
Wu, Zailong;
Li, Guanghui;
Sun, Xiangyu;
Shi, Xiangru;
Tan, Lei;
Ai, Tianxiang;
Qu, Long;
Zheng, Shuguo

Publication type:

Article

Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS.

Published in:

BMC Bioinformatics, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12859-025-06200-6

By:

Blázquez-Sánchez, Mario;
Guerrero-López, Alejandro;
Candela, Ana;
Belenguer-Llorens, Albert;
Moreno, José Miguel;
Sevilla-Salcedo, Carlos;
Sánchez-Cueto, María;
Arroyo, Manuel J.;
Gutiérrez-Pareja, Mark;
Gómez-Verdejo, Vanessa;
Olmos, Pablo M.;
Mancera, Luis;
Muñoz, Patricia;
Marín, Mercedes;
Alcalá, Luis;
Rodríguez-Temporal, David;
Rodríguez-Sánchez, Belén

Publication type:

Article

Comparative Analysis of Machine Learning Models for Credit Card Fraud Detection Using SMOTE for Class Imbalance.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 5, p. 893, doi. 10.18280/ijsse.150504

By:

Andrade-Arenas, Laberiano;
Yactayo-Arias, Cesar

Publication type:

Article

Discrimination of natural and nonnatural earthquakes using a vision transformer.

Published in:

Journal of Seismology, 2025, v. 29, n. 3, p. 585, doi. 10.1007/s10950-025-10294-z

By:

Song, Jindong;
Luan, Shicheng;
Shen, Jie;
Miao, Fajun;
Li, Shanyou;
Ma, Qiang;
Dai, Haozhen;
Wu, Canjin;
Chen, Qiyang;
Zhu, Jingbao

Publication type:

Article

Beyond Cuffs and Needles: Exploring Photoplethysmography-Based Machine Learning for Blood Pressure Estimation.

Published in:

Journal of College of Education for Pure Science, 2025, v. 15, n. 2, p. 96, doi. 10.32792/jeps.v15i2.455

By:

Dwaish, Haifaa;
Miften, Firas Sabar

Publication type:

Article

Electronic Flight Plan Management in Nigerian Airspace Using Machine Learning Predictive Analytics.

Published in:

IUP Journal of Computer Sciences, 2025, v. 19, n. 3, p. 34, doi. 10.71329/IUPJCS/2025.19.3.34-46

By:

Aminu, Abdulrahman Gamji;
Hammawa, Mohammed Baba;
Abdullahi, Fatimah Binta

Publication type:

Article

A Robust Model for Detecting Facial Emotions in Early Childhood Education Using Convolutional Neural Network.

Published in:

IUP Journal of Computer Sciences, 2025, v. 19, n. 3, p. 21, doi. 10.71329/IUPJCS/2025.19.3.21-33

By:

Adebayo, Adegbola Ebenezer;
Abdullahi, Fatimah Binta;
Ogwueleka, Francisca Nonyelum

Publication type:

Article

تفسیر پیش بینی بازده شاخص قیمت صنایع تولیدی بورس اوراق بهادار تهران با استفاده از یادگیری تجمیعی توضیح پذیر.

Published in:

Financial Management Perspective / Chashm/&āz-i Mudīriyyat-i Mālī, 2025, v. 14, n. 48, p. 55, doi. 10.48308/jfmp.2025.238860.1475

By:

رضا راعی;
مسعود وحدتی;
حسین محبی;
امیر حسین حیدری &#1583

Publication type:

Article

Addressing class imbalance in lassa fever epidemic data, using machine learning: a case study with SMOTE and random forest.

Published in:

Journal of Nigerian Society of Physical Sciences, 2025, v. 7, n. 3, p. 1, doi. 10.46481/jnsps.2025.2586

By:

Njama-Abang, Osowomuabe;
Ashishie, Denis U.;
Bukie, Paul T.

Publication type:

Article

A fuzzy-optimized multi-level random forest (FOMRF) model for the classification of the impact of technostress.

Published in:

Journal of Nigerian Society of Physical Sciences, 2025, v. 7, n. 3, p. 1, doi. 10.46481/jnsps.2025.2699

By:

James, Gabriel;
Inyang, Saviour;
Ekong, Anietie;
Akpanobong, Aloysius;
Etuk, Ubong;
Umoren, Imeh;
Etuk, Enefiok;
Oyong, Samuel;
Odey, John;
Egete, David;
Ohaeri, Ifeoma;
Orazulume, Chikodili

Publication type:

Article

Trends, Limits, and Challenges of Computer Technologies in Attention Deficit Hyperactivity Disorder Diagnosis and Treatment.

Published in:

CyberPsychology, Behavior & Social Networking, 2022, v. 25, n. 1, p. 14, doi. 10.1089/cyber.2020.0867

By:

Montaleão Brum Alves, Renato;
Ferreira da Silva, Mônica;
Assis Schmitz, Éber;
Juarez Alencar, Antonio

Publication type:

Article

REVOLUTIONIZING CARDIAC PREDICTION BASED ON FOG-CLOUD-IOT INTEGRATED HEART DISEASE MODEL.

Published in:

Scalable Computing: Practice & Experience, 2025, v. 26, n. 5, p. 2105, doi. 10.12694/scpe.v26i5.4715

By:

CHANDANAN, AMIT KUMAR;
RANI, MEENA;
POKKULURI, KIRAN SREE;
SINGH, SUMAN;
JAISWAL, VAIBHAV;
NARAYANA, POTU;
ROY, VANDANA

Publication type:

Article

Hybrid feature selection framework for enhanced credit card fraud detection using machine learning models.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0326975

By:

Siam, Al Mahmud;
Bhowmik, Pankaj;
Uddin, Md Palash

Publication type:

Article

Effects of different earthworm densities on stability and organic carbon of soil aggregates in a Moso bamboo forest.

Published in:

Chinese Journal of Applied Ecology / Yingyong Shengtai Xuebao, 2025, v. 36, n. 3, p. 819, doi. 10.13287/j.1001-9332.202503.016

By:

QIU Yufeng;
TANG Ronggui;
SHEN Yuye;
CHEN Youchao;
LIU Yihong;
CAI Yanjiang

Publication type:

Article

Crop Statistic to Annual Map: Tracking spatiotemporal dynamics of crop-specific areas through machine learning and statistics disaggregating.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05572-x

By:

Li, Xiyu;
Yu, Le;
Du, Zhenrong;
Liu, Xiaoxuan

Publication type:

Article

Candidemia in Left Ventricular Assist Device Recipients: Incidence, Risk Factors, and Outcomes Open Access.

Published in:

Open Forum Infectious Diseases, 2025, v. 12, n. 5, p. 1, doi. 10.1093/ofid/ofaf251

By:

Anderson, Rebecca;
Pouch, Stephanie;
Busch, Lindsay;
Hayes, Taylor;
Sennhauser, Susie;
Chan, Joshua L;
Eichenberger, Emily M

Publication type:

Article

"A Hybrid Approach to Sentiment Analysis: Combining Rule-Based and Machine Learning Techniques".

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 3, p. 1960

By:

RASHEED, TAYYABA;
PARVEEN, NAZIYA;
SULTANA, MASRATH;
FARHANA, ARTIKA

Publication type:

Article

Neonatal transitional care quality and moderators of mothers' satisfaction: testing for emotional causality.

Published in:

Minerva Psychiatry, 2025, v. 66, n. 2, p. 77, doi. 10.23736/S2724-6612.24.02581-8

By:

ZANARDO, Vincenzo;
SHUKLA, Mohinish;
SANDRI, Sara;
STOCCHERO, Lorenzo;
GIUSTARDI, Arturo;
BENIN, Mattia;
STRAFACE, Gianluca

Publication type:

Article

Prediction of Hypertension Patients with Machine Learning Algorithm.

Published in:

Iraqi Journal for Computers & Informatics Ijci, 2025, v. 51, n. 1, p. 75, doi. 10.25195/ijci.v51i1.551

By:

Priyono, Eko

Publication type:

Article