Works matching DE "RANDOM forest algorithms"

Results: 5000

Predictors of return-to-work after thyroid cancer surgery based on random forest model: a cross-sectional study.

Published in:

BMC Surgery, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12893-025-02901-0

By:

Tang, Xiaoxia;
Yi, Xiaolin;
Mao, Huina;
Wang, Mei;
Chen, Rui;
Zhu, Aoxue

Publication type:

Article

Predicting Absenteeism at Workplace Using Machine Learning and Network Analysis.

Published in:

SAGE Open, 2025, v. 15, n. 2, p. 1, doi. 10.1177/21582440251336019

By:

Kim, Donggeun;
Lee, Jai Woo

Publication type:

Article

不同等级浓香型白酒基酒挥发性风味物质差异分析.

Published in:

China Brewing, 2025, v. 44, n. 6, p. 258, doi. 10.11882/j.issn.0254-5071.2025.06.037

By:

岳小淋;
向双全;
钱宇;
练生强;
杨国瑞;
兰小琴;
谭文渊

Publication type:

Article

Determinants of physical activity participation among U.S. adolescents aged 12–17: A study of key factors.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0327536

By:

She, RuChen;
Wang, Dongmei

Publication type:

Article

Estimation of Soil Organic Carbon Stocks Utilizing Machine Learning Algorithms and Multi-source Geospatial Data in Coastal Wetlands of Tianjin and Hebei, China.

Published in:

Chinese Geographical Science, 2025, v. 35, n. 4, p. 707, doi. 10.1007/s11769-025-1534-1

By:

Yang, Rui;
Liu, Mingyue;
Zhang, Yongbin;
Man, Weidong;
Tong, Jingfen;
Liu, Dong;
Zhang, Qingwen;
Kou, Caiyao;
Li, Xiang;
Liu, Yahui;
Tian, Di;
Yin, Xuan;
He, Jiannan

Publication type:

Article

IDENTIFYING THE GRAPHBASED TYPOLOGY FEATURES FOR MACHINE LEARNING MODELS IN FINANCIAL FRAUD DETECTION.

Published in:

Eastern-European Journal of Enterprise Technologies, 2025, v. 135, n. 9, p. 40, doi. 10.15587/1729-4061.2025.327410

By:

Rakhmetulayeva, Sabina;
Kulbayeva, Aliya;
Bolshibayeva, Aigerim;
Serbin, Vassiliy

Publication type:

Article

Enhancing anomaly detection in IoT-driven factories using Logistic Boosting, Random Forest, and SVM: A comparative machine learning approach.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08436-x

By:

Aly, Mohammed;
Behiry, Mohamed H.

Publication type:

Article

Cuckoo search-ExtraTrees model for Radio-frequency power amplifier under different temperatures.

Published in:

Frequenz, 2025, v. 79, n. 7/8, p. 433, doi. 10.1515/freq-2024-0298

By:

Sun, Jun;
Zhou, Shaohua

Publication type:

Article

A Improving lung cancer classification with feature selection: a comparative study of random forest and xgboost.

Published in:

Jurnal Mantik, 2025, v. 8, n. 5, p. 2096

By:

Kurniawan, David;
Budiman, Ega;
Fadli, Muhammad;
Susanto, Erliyan Redy

Publication type:

Article

Cyber-shield machine learning: an intrusion detection system with blockchain-powered secure log storage across network nodes.

Published in:

Sigma: Journal of Engineering & Natural Sciences / Mühendislik ve Fen Bilimleri Dergisi, 2025, v. 43, n. 3, p. 714, doi. 10.14744/sigma.2025.00066

By:

PAWAR, Tejaswini;
RAO, Jyoti;
PATIL, Pramod

Publication type:

Article

Spatial analysis of county-level determinants of overdose mortality in the United States using spatial machine learning.

Published in:

BMC Public Health, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12889-025-23375-y

By:

Ebrahimi, Amir Hossein;
Alesheikh, Ali Asghar;
Lotfata, Aynaz

Publication type:

Article

Enhanced machine learning models for predicting three-year mortality in Non-STEMI patients aged 75 and above.

Published in:

BMC Geriatrics, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12877-025-06128-9

By:

Zhang, Jing;
Xiong, Wuyu;
Zhang, Chengzhi;
Huang, Cuiyuan;
Li, Wenqiang;
Liu, Li;
Wang, Wei;
Sang, Ye;
Zhen, Huiling;
Tan, Caiwei;
Yang, Jiajuan;
Yang, Jian

Publication type:

Article

Interpretable machine learning for depression recognition with spatiotemporal gait features among older adults: a cross-sectional study in Xiamen, China.

Published in:

BMC Geriatrics, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12877-025-06101-6

By:

Lin, Shaowu;
Li, Sicheng;
Fang, Ya

Publication type:

Article

Machine-learning-based spatial analysis of the spring states in the southernmost Eurasian permafrost, Hangai Mountains, central Mongolia.

Published in:

Progress in Earth & Planetary Science, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40645-025-00720-8

By:

Ishikawa, Mamoru;
Okazaki, Azumi;
Dashtseren, Avirmed;
Temuujin, Khurelbaatar;
Hiyama, Tetsuya

Publication type:

Article

INTRUSION DETECTION WITH MACHINE LEARNING: A TWO-STEP FEDERATED APPROACH USING THE CIC IoT 2023 DATASET.

Published in:

Computer Science, 2025, v. 26, n. 2, p. 1, doi. 10.7494/csci.2025.26.2.6450

By:

JAKOTIYA, KOMAL;
SHIRSATH, VISHAL;
INAMDAR, SHARANBASAVA

Publication type:

Article

In vitro morphological profiling of T cells predicts clinical response to natalizumab therapy in patients with multiple sclerosis.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-60224-3

By:

Chaves, Beatriz;
Santos e Silva, Juan Carlo;
Nakaya, Helder;
Socquet-Juglard, Nicolas;
Bucciarelli, Florence;
Prunier, Guilhèn;
Almeida, Matheus V.;
Lacouture, Claire;
Kari, Saniya;
Astier, Anne L.;
Medeiros, Marco A.;
Silva, João H. M.;
Liblau, Roland;
Cotta-de-Almeida, Vinicius;
Dupré, Loïc

Publication type:

Article

Identification and validation of NETs-related biomarkers in active tuberculosis through bioinformatics analysis and machine learning algorithms.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1599667

By:

Xia, Shengfang;
An, Qi;
Lin, Rui;
Tu, Yalan;
Chen, Zhu;
Wang, Dongmei

Publication type:

Article

Climate change could shift the geographical distribution of biocrusts in the Qaidam Basin.

Published in:

Journal of Applied Ecology, 2025, v. 62, n. 7, p. 1752, doi. 10.1111/1365-2664.70080

By:

Qiu, Dexun;
Zhang, Chunhui;
Chuai, Zhendong;
Antoninka, Anita J.;
Xiao, Bo

Publication type:

Article

Educational improvement through machine learning: Strategic models for better PISA scores.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0326121

By:

Alkan, Bilal Baris;
Kuzucuk, Serafettin;
Odabasi, Şevki Yetkin;
Karakuş, Leyla

Publication type:

Article

Predicting task performance in robot-assisted surgery using physiological stress and subjective workload: a case study with interpretable machine learning.

Published in:

Frontiers in Human Neuroscience, 2025, p. 1, doi. 10.3389/fnhum.2025.1611524

By:

Wei, Kaiqi;
Kimura, Chika;
Shimura, Megumi;
Shimomura, Yoshihiro;
Zhao, Xue;
Tamura, Takaaki;
Sakamoto, Shinichi

Publication type:

Article

Downscaling of vegetation optical depth based on random forest using vegetation optical depth memory.

Published in:

Remote Sensing Letters, 2025, v. 16, n. 7, p. 717, doi. 10.1080/2150704X.2025.2501102

By:

Yan, Hongbo;
Wang, Chenlei;
Lu, Xianjian

Publication type:

Article

Development of a single-center predictive model for conventional in vitro fertilization outcomes excluding total fertilization failure: implications for protocol selection.

Published in:

Journal of Ovarian Research, 2025, v. 18, n. 1, p. 1, doi. 10.1186/s13048-025-01728-w

By:

Wang, Hai;
Pan, Haojie;
Xu, Zitong;
Zheng, Xianjue;
Xia, Shuqi;
Zheng, Jiayong

Publication type:

Article

GEOSPATIAL DATA FUSION AND MODELING FOR IMPROVED IRRIGATION OF RICE (ORYZA SATIVA) IN THE MWEA IRRIGATION SCHEME, KENYA.

Published in:

Journal of Agricultural Informatics / Agrárinformatika Folyóirat, 2025, v. 16, n. 1, p. 82, doi. 10.17700/jai.2025.16.1.714

By:

Oganyo, Kezziah;
Boitt, Mark K.

Publication type:

Article

Key factors in predictive analysis of cardiovascular risks in public health.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-07874-x

By:

Al Jowf, Ghazi I.;
Kolhar, Manjur

Publication type:

Article

Hybrid Harris hawks-optimized random forest model for detecting multi-element geochemical anomalies related to mineralization.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-07534-0

By:

Sabbaghi, Hamid;
Fathianpour, Nader

Publication type:

Article

INFO-RF-based fault diagnosis and analysis method for busbars.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-07402-x

By:

Xue, Chen;
Zhu, Jian;
Cao, Haiou;
Gu, Yan;
Chen, Siyu

Publication type:

Article

Modeling student satisfaction in online learning using random forest.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-06686-3

By:

Li, Jinlei;
Chen, Xiaowei

Publication type:

Article

GAINSeq: glaucoma pre-symptomatic detection using machine learning models driven by next-generation sequencing data.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-04249-0

By:

Iqbal, Muhammad;
Iqbal, Arshad;
Ayub, Humaira;
Khan, Maqbool;
Ahmad, Naveed;
Javed, Yasir;
Alshara, Mohammed Ali

Publication type:

Article

Steel Scrap Yield Prediction in Basic Oxygen Steelmaking Based on Random Forest and Neural Networks.

Published in:

Steel Research International, 2025, v. 96, n. 7, p. 1, doi. 10.1002/srin.202400713

By:

Zhang, Chaojie;
Nian, Yi;
Zhang, Liqiang;
Cheng, Jinjun;
Zhang, Zhen

Publication type:

Article

Classification of electroencephalograms before or after applying transcutaneous electrical nerve stimulation therapy using fractional empirical mode decomposition.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 22601, doi. 10.1007/s11042-024-19992-1

By:

Liu, Jiaqi;
Ling, Bingo Wing-Kuen;
Zhou, Zhaoheng;
Wu, Weirong;
Li, Ruilin;
Liu, Qing

Publication type:

Article

R-CovNet: hybridized model for automated classification of COVID-19 cases from chest X-ray images.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 21965, doi. 10.1007/s11042-024-19905-2

By:

Bania, Rubul Kumar;
Sarmah, Satyajit

Publication type:

Article

Makina Öğrenmesi Yoluyla İşsizlik Oranlarının Tahmini: Türkiye İçin Bir Uygulama.

Published in:

Itobiad: Journal of the Human & Social Science Researches / İnsan ve Toplum Bilimleri Araştırmaları Dergisi, 2025, v. 14, n. 2, p. 869, doi. 10.15869/itobiad.1629420

By:

Ertürkmen, Gülferah;
Öter, Ali

Publication type:

Article

Machine learning-based radiomics models for the prediction of metachronous liver metastases in patients with colorectal cancer: A multimodal study.

Published in:

Oncology Letters, 2025, v. 30, n. 2, p. N.PAG, doi. 10.3892/ol.2025.15140

By:

Wang, Jian-Ping;
Zhang, Ze-Ning;
Shu, Ding-Bo;
Huang, Ya-Nan;
Tang, Wei;
Zhao, Hong-Bo;
Zhao, Zhen-Hua;
Sun, Ji-Hong

Publication type:

Article

Unveiling Visual Wellness: An Advanced Deep Learning Approach for Early Eye Disease Detection and Classification.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2486

By:

Mittal, Sonam;
Singh, Soni;
Gupta, Arpita;
Sahu, Premananda;
Sharma, Mamta

Publication type:

Article

XGBoost optimization using hybrid Bayesian optimization and nested cross validation for calorie prediction.

Published in:

Telkomnika, 2025, v. 23, n. 3, p. 694, doi. 10.12928/TELKOMNIKA.v23i3.26554

By:

Budiman;
Alamsyah, Nur;
Yoga, Titan Parama;
Alamsyah, R. Yadi Rakhman;
Setiana, Elia

Publication type:

Article

Detection of Malicious Codes Generated by Large Language Models: A Comparison of GPT-3.5, GPT-4o, Gemini, and Claude.

Published in:

International Journal of Information Security Science, 2025, v. 14, n. 1, p. 1, doi. 10.55859/ijiss.1634763

By:

Pehlivanoğlu, Meltem Kurt;
Çoban, Murat Görkem

Publication type:

Article

Prediction of Pedestrian Traffic Accident Severity and Evaluation of Driver and Pedestrian Faults.

Published in:

Journal of the Institute of Science & Technology / Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2025, v. 15, n. 2, p. 581, doi. 10.21597/jist.1594983

By:

BAŞ, Fatih İrfan

Publication type:

Article

Machine Learning and Morphometric Analysis for Evaluating the Vulnerability of Tundra Landscapes to Thermokarst Hazards in the Lena Delta: A Case Study of Arga Island.

Published in:

GeoHazards, 2025, v. 6, n. 2, p. 31, doi. 10.3390/geohazards6020031

By:

Kartoziia, Andrei

Publication type:

Article

Improving Threat Detection in Wazuh Using Machine Learning Techniques.

Published in:

Journal of Cybersecurity & Privacy, 2025, v. 5, n. 2, p. 34, doi. 10.3390/jcp5020034

By:

Chamkar, Samir Achraf;
Zaydi, Mounia;
Maleh, Yassine;
Gherabi, Noreddine

Publication type:

Article

Data-Driven and Mechanistic Soil Modeling for Precision Fertilization Management in Cotton.

Published in:

Nitrogen (2504-3129), 2025, v. 6, n. 2, p. 29, doi. 10.3390/nitrogen6020029

By:

Iatrou, Miltiadis;
Tziachris, Panagiotis;
Bilias, Fotis;
Kekelis, Panagiotis;
Pavlakis, Christos;
Theofilidou, Aphrodite;
Papadopoulos, Ioannis;
Strouthopoulos, Georgios;
Giannopoulos, Georgios;
Arampatzis, Dimitrios;
Vergos, Evangelos;
Karydas, Christos;
Beslemes, Dimitris;
Aschonitis, Vassilis

Publication type:

Article

Bootstrapping Enhanced Model for Improving Soil Nitrogen Prediction Accuracy in Arid Wheat Fields.

Published in:

Nitrogen (2504-3129), 2025, v. 6, n. 2, p. 23, doi. 10.3390/nitrogen6020023

By:

Al-Shujairy, Qassim A. Talib;
Al-Hedny, Suhad M.;
Naser, Mohammed A.;
Shawkat, Sadeq Muneer;
Ali, Ahmed Hatem;
Panday, Dinesh

Publication type:

Article

Connected Vehicles Security: A Lightweight Machine Learning Model to Detect VANET Attacks.

Published in:

World Electric Vehicle Journal, 2025, v. 16, n. 6, p. 324, doi. 10.3390/wevj16060324

By:

Elsadig, Muawia A.;
Altigani, Abdelrahman;
Mohamed, Yasir;
Mohamed, Abdul Hakim;
Kannan, Akbar;
Bashir, Mohamed;
Adiel, Mousab A. E.

Publication type:

Article

Machine Learning Models for Carbonation Depth Prediction in Reinforced Concrete Structures: A Comparative Study.

Published in:

Modelling, 2025, v. 6, n. 2, p. 46, doi. 10.3390/modelling6020046

By:

Couto, Rafael Aredes;
Campos, Igor Augusto Guimarães;
Reis, Elvys Dias;
Dalip, Daniel Hasan;
Poggiali, Flávia Spitale Jacques;
Ludvig, Péter

Publication type:

Article

Machine Learning Models to Predict Individual Cognitive Load in Collaborative Learning: Combining fNIRS and Eye-Tracking Data.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 51, doi. 10.3390/make7020051

By:

Chen, Wenli;
Lin, Zirou;
Zheng, Lishan;
Ho, Mei-Yee Mavis;
Ali, Farhan;
Teo, Wei Peng

Publication type:

Article

On Classification of the Human Emotions from Facial Thermal Images: A Case Study Based on Machine Learning.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 27, doi. 10.3390/make7020027

By:

Pavel, Marius Sorin;
Moldovanu, Simona;
Aiordachioaie, Dorel

Publication type:

Article

A Multi-Dimensional Evaluation Method of Collaborative Learning Quality in Higher Education Based on Random Forest.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425403419

By:

Wang, Haozeng;
Li, Jiahuan

Publication type:

Article

Brahmi Script Recognition Using Optimized Convolutional Neural Network with Random Forest Classifier.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425403262

By:

Jain, Trang;
Jain, V. K.;
Jain, A.

Publication type:

Article

Research on Electricity Anomaly Monitoring Based on Electricity Consumption Data Collection and Classification Modeling Methods.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425402979

By:

Xie, Ruibiao;
Zhou, Dongxu;
Yang, Yuyao;
Chen, Shiqiang;
Li, Haobin

Publication type:

Article

Analyzing word embeddings and their impact on semantic similarity: through extreme simulated conditions to real dataset characteristics.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13765, doi. 10.1007/s00521-025-11231-4

By:

Dvořáčková, Lucie

Publication type:

Article

Prediction of gender from radiographic condylar and coronoid measurements using elastic net and random forests.

Published in:

Journal of Oral & Maxillofacial Pathology (0973029X), 2025, v. 29, n. 2, p. 309, doi. 10.4103/jomfp.jomfp_246_24

By:

Arthanari, Abirami;
Sureshbabu, Shanmathy;
Yadalam, Pradeep K.;
Ravindran, Vignesh;
Raaj, Shaan

Publication type:

Article