Works matching DE "RANDOM forest algorithms"

Results: 5000

Evaluating the efficacy of three classical EEG paradigms in the discrimination of bipolar depression.

Published in:

Frontiers in Psychiatry, 2025, p. 1, doi. 10.3389/fpsyt.2025.1545132

By:

Yang, Chen;
Pi, Yao;
Wang, Weijie;
Huang, Ying;
Tang, Nan;
Wang, Hong;
Wen, Shenglin

Publication type:

Article

Immunological biomarkers and gene signatures predictive of radiotherapy resistance in non-small cell lung cancer.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1574113

By:

Lv, Jie;
Yu, Chun-yang;
Xiong, Yao-zu;
Dai, Ting-ting;
Hu, Xiao-chu;
Pan, Peng;
Yue, Shun;
Yu, Chang-hua

Publication type:

Article

Previsão do Valor Corporativo com uso de Algoritmos de Inteligência Artificial.

Published in:

Revista FSA, 2025, v. 22, n. 5, p. 3, doi. 10.12819/2025.22.5.1

By:

Alex Avelar, Ewerton;
Vidal Tarastchuk, André;
de Moraes Soares, Regiane Oliveira;
Artur de Souza, Antônio

Publication type:

Article

Emergency Department Blood Pressure Management in Type B Aortic Dissection: An Analysis with Machine Learning.

Published in:

Western Journal of Emergency Medicine: Integrating Emergency Care with Population Health, 2025, v. 26, n. 3, p. 674, doi. 10.5811/westjem.25005

By:

Chen, Nelson;
Downing, Jessica V.;
Epstein, Jacob;
Mudd, Samira;
Chan, Angie;
Kuppireddy, Sneha;
Tehrani, Roya;
Vashee, Isha;
Hart, Emily;
Esposito, Emily;
Chasm, Rose;
Tran, Quincy K.

Publication type:

Article

Developing Machine-Learning Models to Predict Bacteremia in Febrile Adults Presenting to the Emergency Department: A Retrospective Cohort Study from a Large Center.

Published in:

Western Journal of Emergency Medicine: Integrating Emergency Care with Population Health, 2025, v. 26, n. 3, p. 617, doi. 10.5811/westjem.35866

By:

Chia-Ming Fu;
Ike Ngo;
Pak Sheung Lau;
Ivanchuk, Yaroslav;
Fan-Ya Chou;
Chih-Hung Wang;
Chien-Yu Lin;
Chu-Lin Tsai;
Shey-Ying Chen;
Tsung-Chien Lu;
Hung-Yu Wei

Publication type:

Article

A Comparison Between Allied Ordnance Procedure‐48 and Various Machine Learning Models.

Published in:

Propellants, Explosives, Pyrotechnics, 2025, v. 50, n. 6, p. 1, doi. 10.1002/prep.12065

By:

Heil, Moritz;
Kamienska‐Duda, Agata;
Szkudlarek, Monika

Publication type:

Article

AI-DRIVEN APPROACH FOR SOFTWARE QUALITY PREDICTION TO IMPROVE ESTIMATION ACCURACY.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 336

By:

Swapna, M.;
Rishitha, E.;
Reddy, Vikas;
Yeshwanth, Yedla;
Abhiraj, J.

Publication type:

Article

Edge Computing Security: Advanced Feature Selection Adopted Supervised Learning Models for Real-Time Intrusion Detection.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 154

By:

Anusha, Pasupunooti;
Vyshnavi, Rukulapally;
Ramya, Deekonda;
Niharika, Gutla;
SrSeja, Ega

Publication type:

Article

Indoor Localization Data Analytics: Integrating Wi-Fi and Inertial Sensor Data from Smartwatches and Smartphones.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 121

By:

Anusha, Pasupunooti;
Pranathi, Yerukonda;
Pravardhan, Veldandi;
Chary, Velakanti Anvesh;
Kumar, Padigela Venkata Sai

Publication type:

Article

Machine Learning-Based Classification of Shoulder Implant X-Rays for Manufacturer Identification.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 110

By:

Hasanoddin, Sayyed;
Shiva, Bilavath;
Gagan, Bashaboyina Sai;
Pallavi, Vugge;
Sai Kiran, Macharla

Publication type:

Article

鄂尔多斯盆地合水南地区长 7 段油水分布规律及控制因素.

Published in:

Science Technology & Engineering, 2025, v. 25, n. 16, p. 6628, doi. 10.12404/j.issn.1671-1815.2406233

By:

陈星兆;
王喜鑫;
李少华;
何右安;
黄天镜;
薛婷;
喻思羽;
韩茂洲

Publication type:

Article

Autophagy crosstalk with the immune microenvironment in chronic myeloid leukemia and serves as a biomarker for diagnosis and progression.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1570903

By:

Zhong, Fangmin;
Yao, Fangyi;
Liu, Jing;
Fang, Qun;
Yu, Xiajing;
Huang, Bo;
Wang, Xiaozhong

Publication type:

Article

A Practical Method for Red-Edge Band Reconstruction for Landsat Image by Synergizing Sentinel-2 Data with Machine Learning Regression Algorithms.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3570, doi. 10.3390/s25113570

By:

Zhang, Yuan;
Fan, Zhekui;
Yan, Wenjia;
Ge, Chentian;
Sun, Huasheng

Publication type:

Article

Comparative Analysis of Machine Learning Methods with Chaotic AdaBoost and Logistic Mapping for Real-Time Sensor Fusion in Autonomous Vehicles: Enhancing Speed and Acceleration Prediction Under Uncertainty.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3485, doi. 10.3390/s25113485

By:

Bilban, Mehmet;
İnan, Onur

Publication type:

Article

Feasibility of an App-Assisted and Home-Based Video Version of the Timed Up and Go Test for Patients with Parkinson Disease: vTUG.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 11, p. 3769, doi. 10.3390/jcm14113769

By:

Grobe-Einsler, Marcus;
Gerdes, Anna;
Feige, Tim;
Maas, Vivian;
Matthews, Clare;
Mendoza García, Alejandro;
Comas Fages, Laia;
Haf Davies, Elin;
Klockgether, Thomas;
Falkenburger, Björn H.

Publication type:

Article

Developing Machine Learning Models for Optimal Design of Water Distribution Networks Using Graph Theory-Based Features.

Published in:

Water (20734441), 2025, v. 17, n. 11, p. 1654, doi. 10.3390/w17111654

By:

Bahrami Chegeni, Iman;
Riyahi, Mohammad Mehdi;
Bakhshipour, Amin E.;
Azizipour, Mohamad;
Haghighi, Ali

Publication type:

Article

A novel spectral transformation technique based on special functions for improved chest X-ray image classification.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325058

By:

Aljohani, Abeer

Publication type:

Article

Malicious Cloud Service Traffic Detection Based on Multi-Feature Fusion.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2190, doi. 10.3390/electronics14112190

By:

Chen, Zhouguo;
Deng, Chen;
Gao, Xiang;
Li, Xinze;
Hu, Hangyu

Publication type:

Article

Signaling Financial Distress Through Z-Scores and Corporate Governance Compliance Interplay: A Random Forest Approach.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2151, doi. 10.3390/electronics14112151

By:

Dumitrescu, Diana;
Bobitan, Nicolae;
Popa, Adriana Florina;
Sahlian, Daniela Nicoleta;
Stanila, Cosmina Adela

Publication type:

Article

Optimization of Business Processes Using Artificial Intelligence.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2105, doi. 10.3390/electronics14112105

By:

Bubeník, Peter;
Rakyta, Miroslav;
Buzalka, Martin;
Biňasová, Vladimíra;
Kovaríková, Zuzana

Publication type:

Article

Anonymous Networking Detection in Cryptocurrency Using Network Fingerprinting and Machine Learning †.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2101, doi. 10.3390/electronics14112101

By:

Islam, Amanul;
Sakib, Nazmus;
Zhang, Kelei;
Wuthier, Simeon;
Chang, Sang-Yoon

Publication type:

Article

Research on Machine Learning-Based Extraction and Classification of Crop Planting Information in Arid Irrigated Areas Using Sentinel-1 and Sentinel-2 Time-Series Data.

Published in:

Agriculture; Basel, 2025, v. 15, n. 11, p. 1196, doi. 10.3390/agriculture15111196

By:

Yu, Lixiran;
Tao, Hongfei;
Li, Qiao;
Xie, Hong;
Xu, Yan;
Mahemujiang, Aihemaiti;
Jiang, Youwei

Publication type:

Article

Carbon–Nitrogen Management via Glucose and Urea Spraying at the Booting Stage Improves Lodging Resistance in Fragrant Rice.

Published in:

Agriculture; Basel, 2025, v. 15, n. 11, p. 1155, doi. 10.3390/agriculture15111155

By:

Xie, Wenjun;
Mai, Yiming;
Ma, Yixian;
Mo, Zhaowen

Publication type:

Article

Soybean yield prediction leveraging advanced ensemble machine learning models.

Published in:

Journal of Agrometeorology, 2025, v. 27, n. 2, p. 227, doi. 10.54386/jam.v27i2.2971

By:

PATEL, RAM MANOHAR;
BUNKAR, KAMAL

Publication type:

Article

Application of an interpretable machine learning method to predict the risk of death during hospitalization in patients with acute myocardial infarction combined with diabetes mellitus.

Published in:

Acta Cardiologica, 2025, v. 80, n. 4, p. 358, doi. 10.1080/00015385.2025.2481662

By:

Bu, Zhijun;
Bai, Siyu;
Yang, Chan;
Lu, Guanhang;
Lei, Enze;
Su, Youzhu;
Han, Zhaoge;
Liu, Muyan;
Li, Jingge;
Wang, Linyan;
Liu, Jianping;
Chen, Yao;
Liu, Zhaolan

Publication type:

Article

The suitable spatial resolution of crop type mapping at plot-level in Hetao Irrigation District of China based on UAV remote sensing.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 12, p. 4654, doi. 10.1080/01431161.2025.2511207

By:

Li, Guang;
Han, Wenting;
Wei, Jiaqi;
Shang, Mingsheng;
Xiong, Diwen;
Zhai, Xuedong;
Huang, Shenjin;
Zhang, Liyuan

Publication type:

Article

Anthropogenic and Climate-Induced Water Storage Dynamics over the Past Two Decades in the China–Mongolia Arid Region Adjacent to Altai Mountain.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1949, doi. 10.3390/rs17111949

By:

Yan, Yingjie;
Su, Yuan;
Zhou, Hongfei;
Wang, Siyu;
Yao, Linlin;
Batmunkh, Dashlkham

Publication type:

Article

An Innovative Approach for Calibrating Hydrological Surrogate Deep Learning Models.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1916, doi. 10.3390/rs17111916

By:

Aieb, Amir;
Liotta, Antonio;
Jacob, Alexander;
Ferrario, Iacopo Federico;
Yaqub, Muhammad Azfar

Publication type:

Article

Assessment of Vegetation Indices Derived from UAV Imagery for Weed Detection in Vineyards.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1899, doi. 10.3390/rs17111899

By:

Macedo, Fabrício Lopes;
Nóbrega, Humberto;
de Freitas, José G. R.;
Pinheiro de Carvalho, Miguel A. A.

Publication type:

Article

Applications of Snow-Covered Areas from Unoccupied Aerial Systems (UAS) Visible Imagery: A Demonstration in Southeastern New Hampshire.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1885, doi. 10.3390/rs17111885

By:

Johnston, Jeremy M.;
Jacobs, Jennifer M.;
Hunsaker, Adam;
Wagner, Cameron;
Vardaman, Megan

Publication type:

Article

Urban Tree Species Identification Based on Crown RGB Point Clouds Using Random Forest and PointNet.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1863, doi. 10.3390/rs17111863

By:

Pacheco-Prado, Diego;
Bravo-López, Esteban;
Martínez, Emanuel;
Ruiz, Luis Á.

Publication type:

Article

Suitability Assessment of Remotely Sensed Urban Air Quality Data.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1848, doi. 10.3390/rs17111848

By:

Zhang, Zixin;
Zou, Bin;
Li, Shenxin

Publication type:

Article

Cascading Landslide–Barrier Dam–Outburst Flood Hazard: A Systematic Study Using Rockfall Analyst and HEC-RAS.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1842, doi. 10.3390/rs17111842

By:

Zhong, Ming;
Li, Xiaodi;
Wang, Jiao;
Zhuo, Lu;
Ling, Feng

Publication type:

Article

Substrate Composition Effects on the Microbial Enhancement of Biogenic Methane Production from Coal.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 11, p. 4953, doi. 10.3390/su17114953

By:

Zhu, Liu;
Diao, Wangjie;
Gong, Chenyao;
Wang, Haihan;
Zhu, Peilin;
Liu, Yi

Publication type:

Article

Broad Random Forest: A Lightweight Prediction Model for Short-Term Wind Power by Fusing Broad Learning and Random Forest.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 11, p. 4894, doi. 10.3390/su17114894

By:

Chen, Yingrui;
Shi, Jiarong

Publication type:

Article

A Novel Framework for the Design of Minimized Epigenetic Clocks Using the Analysis of DNA Methylation Heterogeneity.

Published in:

International Journal of Molecular Sciences, 2025, v. 26, n. 11, p. 5051, doi. 10.3390/ijms26115051

By:

Romanov, Stanislav E.;
Karetnikov, Dmitry I.;
Kalashnikova, Darya A.;
Polivcev, Denis E.;
Osipov, Yakov A.;
Maksimov, Daniil A.;
Antoshina, Polina A.;
Shloma, Viktor V.;
Samoilova, Ekaterina M.;
Ivanova, Alina A.;
Karimov, Rustam F.;
Tkalin, Artem N.;
Shevchenko, Alexander A.;
Kalsin, Vladimir A.;
Baklaushev, Vladimir P.;
Laktionov, Petr P.

Publication type:

Article

Multiple Regression-Based Dynamic Amplification Factor Investigation of Monorail Tourism Transit Systems.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 11, p. 1881, doi. 10.3390/buildings15111881

By:

Zhang, Hong;
Wu, Changxing;
Liu, Wenlong;
Wei, Shiqi;
Wang, Yonggang

Publication type:

Article

Stress–Strain Prediction for Steam-Cured Steel Slag Fine Aggregate Concrete Based on Machine Learning Algorithms.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 11, p. 1817, doi. 10.3390/buildings15111817

By:

Wang, Chuanshang;
Hu, Di;
Jin, Qiang

Publication type:

Article

Enhancing Predictive Accuracy of Landslide Susceptibility via Machine Learning Optimization.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6325, doi. 10.3390/app15116325

By:

Zhang, Chuanwei;
Liu, Dingshuai;
Tsangaratos, Paraskevas;
Ilia, Ioanna;
Ma, Sijin;
Chen, Wei

Publication type:

Article

Machine Learning Applications for Physical Activity and Behaviour in Early Childhood: A Systematic Review.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6296, doi. 10.3390/app15116296

By:

Rico-González, Markel;
Gómez-Carmona, Carlos D.

Publication type:

Article

Examination of Landslide Susceptibility Modeling Using Ensemble Learning and Factor Engineering.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6192, doi. 10.3390/app15116192

By:

Zhang, Lizhou;
Ye, Siqiao;
He, Deping;
Wang, Linfeng;
Li, Weiping;
Jin, Bijing;
Zeng, Taorui

Publication type:

Article

Risk Assessment of Heavy Rain Disasters Using an Interpretable Random Forest Algorithm Enhanced by MAML.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6165, doi. 10.3390/app15116165

By:

Fan, Yanru;
Wang, Yi;
Xie, Wenfang;
He, Bin

Publication type:

Article

A Machine-Learning-Based Approach for the Detection and Mitigation of Distributed Denial-of-Service Attacks in Internet of Things Environments.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6012, doi. 10.3390/app15116012

By:

Berríos, Sebastián;
Garcia, Sebastián;
Hermosilla, Pamela;
Allende-Cid, Héctor

Publication type:

Article

Semi-Supervised Learning for Intrusion Detection in Large Computer Networks.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5930, doi. 10.3390/app15115930

By:

Williams, Brandon;
Qian, Lijun

Publication type:

Article

Early and Late Fusion for Multimodal Aggression Prediction in Dementia Patients: A Comparative Analysis.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5823, doi. 10.3390/app15115823

By:

Galanakis, Ioannis;
Soldatos, Rigas Filippos;
Karanikolas, Nikitas;
Voulodimos, Athanasios;
Voyiatzis, Ioannis;
Samarakou, Maria

Publication type:

Article

CAA-RF: An Anomaly Detection Algorithm for Computing Power Blockchain Networks.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5804, doi. 10.3390/app15115804

By:

Jia, Shifeng;
Zhao, Yating;
Zhang, Yang;
Jia, Bin;
Lian, Wenjuan

Publication type:

Article

Journal of Chongqing University of Posts & Telecommunications (Natural Science Edition) / Chongqing Youdian Daxue Xuebao (Ziran Kexue Ban), 2025, v. 37, n. 3, p. 426, doi. 10.3979/j.issn.1673-825X.202403050041

By:

戴理;
齐金鹏;
黄莉娜;
郭阳阳;
彭思源

Publication type:

Article

Preferences and willingness to use pre-exposure prophylaxis for HIV among men who have sex with men in mainland China and Hong Kong.

Published in:

Sexual Health (14485028), 2025, v. 22, n. 3, p. 1, doi. 10.1071/SH24247

By:

Sun, Jiajun;
Ong, Jason J.;
Schmidt, Heather-Marie;
Chan, Curtis;
Bavinton, Benjamin R.;
Green, Kimberly Elizabeth;
Phanuphak, Nittaya;
Poonkasetwattana, Midnight;
Suwandi, Nicky;
Fraser, Doug;
Tang, Weiming;
Cassell, Michael;
Boonyapisomparn, Hua;
Choi, Edmond Pui Hang;
Zhang, Lei;
Tieosapjaroen, Warittha

Publication type:

Article

Current and Projected Changes in Lake Ice Phenology on the Tibetan Plateau: Impacts of Climate Change and Lake Expansion.

Published in:

Journal of Geophysical Research. Atmospheres, 2025, v. 130, n. 11, p. 1, doi. 10.1029/2025JD043623

By:

Cai, Yu;
Xiao, Yao;
Shen, Xiaoyi;
Li, Haili;
Wang, Zifei;
Wang, Jingjing;
Ke, Chang‐Qing

Publication type:

Article

Stock return forecasting based on the proxy variables of category factors.

Published in:

Financial Innovation, 2025, v. 11, n. 1, p. 1, doi. 10.1186/s40854-025-00779-8

By:

Zhao, Yuan;
Gong, Xue;
Zhang, Weiguo;
Xu, Weijun

Publication type:

Article