Works matching DE "RANDOM forest algorithms"

Results: 5000

Predicting internalizing symptoms with machine learning: identifying individuals that need care.

Published in:

Journal of American College Health, 2025, v. 73, n. 5, p. 2248, doi. 10.1080/07448481.2023.2277185

By:

Wang, Mengxing;
Richmond, Lauren L.;
Schleider, Jessica L.;
Nelson, Brady D.;
Luhmann, Christian C.

Publication type:

Article

Comparative analysis of machine learning algorithms for money laundering detection.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00397-4

By:

Ajagbe, Sunday Adeola;
Majola, Simphiwe;
Mudali, Pragasen

Publication type:

Article

Predicting 28-day all-cause unplanned hospital re-admission of patients with alcohol use disorders: a machine learning approach Open Access.

Published in:

Alcohol & Alcoholism, 2025, v. 60, n. 4, p. 1, doi. 10.1093/alcalc/agaf036

By:

Zhang, Jingxiang;
Qian, Siyu;
Su, Guoxin;
Deng, Chao;
Reid, David;
Sinclair, Barbara;
Yu, Ping

Publication type:

Article

Machine Learning Prediction of Urban Heat Island Severity in the Midwestern United States.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6193, doi. 10.3390/su17136193

By:

Mansouri, Ali;
Erfani, Abdolmajid

Publication type:

Article

Comparative Analysis of Supervised Machine Learning Algorithms for Forest Habitat Mapping in Cyprus.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6021, doi. 10.3390/su17136021

By:

Prodromou, Maria;
Gitas, Ioannis;
Mettas, Christodoulos;
Tzouvaras, Marios;
Danezis, Chris;
Hadjimitsis, Diofantos

Publication type:

Article

Logistics Sprawl and Urban Congestion Dynamics Toward Sustainability: A Logistic Regression and Random-Forest-Based Model.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5929, doi. 10.3390/su17135929

By:

El Yadari, Manal;
Jawab, Fouad;
Moufad, Imane;
Arif, Jabir

Publication type:

Article

ISELDP: An Enhanced Dropout Prediction Model Using a Stacked Ensemble Approach for In-Session Learning Platforms.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2568, doi. 10.3390/electronics14132568

By:

Alghamdi, Saad;
Soh, Ben;
Li, Alice

Publication type:

Article

Personality Prediction Model: An Enhanced Machine Learning Approach.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2558, doi. 10.3390/electronics14132558

By:

Ashawa, Moses;
Bryan, Joshua David;
Owoh, Nsikak

Publication type:

Article

Machine Learning Approaches for the Prediction of Displaced Abomasum in Dairy Cows Using a Highly Imbalanced Dataset.

Published in:

Animals (2076-2615), 2025, v. 15, n. 13, p. 1833, doi. 10.3390/ani15131833

By:

Asgari, Zeinab;
Sadeghi-Sefidmazgi, Ali;
Pakdel, Abbas;
Shahinfar, Saleh

Publication type:

Article

Geometric Morphometric Study of ear Shape in Four Chinese Ethnic Minority Populations.

Published in:

Cleft Palate Craniofacial Journal, 2025, v. 62, n. 9, p. 1560, doi. 10.1177/10556656241266462

By:

Li, Haijun;
Zhang, Yameng

Publication type:

Article

Novel Data-Driven PDF Modeling in FGM Method Based on Sparse Turbulent Flame Data.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3546, doi. 10.3390/en18133546

By:

Zhang, Guihua;
Liu, Jiayue;
Wu, Yuxin;
Yue, Guangxi

Publication type:

Article

Flat vs. Curved: Machine Learning Classification of Flexible PV Panel Geometries.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3529, doi. 10.3390/en18133529

By:

Manasrah, Ahmad;
Jaradat, Yousef;
Masoud, Mohammad;
Alia, Mohammad;
Suwais, Khaled;
Bevilacqua, Piero

Publication type:

Article

Interpretable Machine Learning for High-Accuracy Reservoir Temperature Prediction in Geothermal Energy Systems.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3366, doi. 10.3390/en18133366

By:

Ahmadi, Mohammadali

Publication type:

Article

Mapping of the Literal Regressive and Geospatial–Temporal Distribution of Solar Energy on a Short-Scale Measurement in Mozambique Using Machine Learning Techniques.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3304, doi. 10.3390/en18133304

By:

Mucomole, Fernando Venâncio;
Silva, Carlos Augusto Santos;
Magaia, Lourenço Lázaro

Publication type:

Article

Development of Time Series Models and Algorithms: Creep Prediction for Low-Carbon Concrete Materials.

Published in:

Materials (1996-1944), 2025, v. 18, n. 13, p. 3152, doi. 10.3390/ma18133152

By:

Zhou, Zhengpeng;
Li, Houmin;
Wu, Keyang;
Chen, Jie;
Yao, Tianhao;
Wu, Yunlong

Publication type:

Article

Mapping Crop Types and Cropping Patterns Using Multiple-Source Satellite Datasets in Subtropical Hilly and Mountainous Region of China.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2282, doi. 10.3390/rs17132282

By:

Chen, Yaoliang;
Xu, Zhiying;
Xu, Hongfeng;
Xu, Zhihong;
Wang, Dacheng;
Yan, Xiaojian

Publication type:

Article

From Clusters to Communities: Enhancing Wetland Vegetation Mapping Using Unsupervised and Supervised Synergy.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2279, doi. 10.3390/rs17132279

By:

Wen, Li;
Ryan, Shawn;
Powell, Megan;
Ling, Joanne E.

Publication type:

Article

Research on Cultivated Land Quality Assessment at the Farm Scale for Black Soil Region in Northeast China Based on Typical Period Remote Sensing Images from Landsat 9.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2199, doi. 10.3390/rs17132199

By:

Gao, Meng;
Yang, Zhao;
Li, Xiaoming;
Sun, Hongmin;
Hang, Yanhong;
Yang, Boyu;
Zhou, Yang

Publication type:

Article

Landslide Risk Assessment as a Reference for Disaster Prevention and Mitigation: A Case Study of the Renhe District, Panzhihua City, China.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2120, doi. 10.3390/rs17132120

By:

Zhou, Yimeng;
Xue, Lei;
Ding, Hao;
Wang, Haoyu;
Huang, Kun;
Li, Longfei;
Li, Zhuan

Publication type:

Article

Prediction of loess collapsibility coefficient using bayesian optimized random forest model.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-11121-8

By:

Zhang, Wan;
Guo, Jiangtao;
Li, Zhaopeng;
Cheng, Ruifang;
Ning, Cuiping;
Niu, Hongfeng;
Liu, Ze

Publication type:

Article

Non-invasive urinary proteomic biomarkers for prognostic assessment in sepsis.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-11022-w

By:

Zeng, Qingbo;
Zhang, Nianqing;
Zeng, Junjie;
Zhong, Lincui;
Lin, Qingwei;
He, Longping;
Song, Xiaomin;
Song, Jingchun

Publication type:

Article

Machine learning ensemble technique for exploring soil type evolution.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10608-8

By:

Wu, Xiangyuan;
Wu, Kening;
Hao, Shiheng;
Yu, Er;
Zhao, Jinghui;
Li, Yan

Publication type:

Article

Non-Invasive Painting Pigment Classification Through Supervised Machine Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7594, doi. 10.3390/app15137594

By:

Markowski, Michal Piotr;
Gansukh, Solongo;
Madry, Mateusz;
Borowiec, Robert;
Rogoz, Jaroslaw;
Szczupak, Boguslaw

Publication type:

Article

Supervised Learning-Based Fault Classification in Industrial Rotating Equipment Using Multi-Sensor Data.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7580, doi. 10.3390/app15137580

By:

Ovacıklı, Aziz Kubilay;
Yagcioglu, Mert;
Demircioglu, Sevgi;
Kocatekin, Tugberk;
Birtane, Sibel

Publication type:

Article

Decoding Humor-Induced Amusement via Facial Expression Analysis: Toward Emotion-Aware Applications.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7499, doi. 10.3390/app15137499

By:

Toupin, Gabrielle;
Dehgan, Arthur;
Buffo, Marie;
Feyt, Clément;
Alamian, Golnoush;
Jerbi, Karim;
Saive, Anne-Lise

Publication type:

Article

Estimation of Cylinder Grasping Contraction Force of Forearm Muscle in Home-Based Rehabilitation Using a Stretch-Sensor Glove.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7534, doi. 10.3390/app15137534

By:

P, Adhe Rahmatullah Sugiharto Suwito;
Ohnishi, Ayumi;
Terada, Tsutomu;
Tsukamoto, Masahiko

Publication type:

Article

Debris Flow Susceptibility Prediction Using Transfer Learning: A Case Study in Western Sichuan, China.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7462, doi. 10.3390/app15137462

By:

Li, Tiezhu;
Huang, Qidi;
Chen, Qigang

Publication type:

Article

Cross-Regional Pavement Temperature Prediction Using Transfer Learning and Random Forest.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7436, doi. 10.3390/app15137436

By:

Yuan, Jiang;
Cheng, Huailei;
Sun, Lijun;
Cao, Yadong;
Yang, Ruikang;
Jin, Tian;
Li, Mingchen

Publication type:

Article

Multi-Dimensional AE Signal Features in Eccentrically Loaded Concrete Structures: A Machine Learning Classification for Damage Progression.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7243, doi. 10.3390/app15137243

By:

Ding, Shilong;
Jierula, Alipujiang;
Kali, Abudusaimaiti;
Han, Tong;
Oh, Tae-Min

Publication type:

Article

Classifying Emotionally Induced Pain Intensity Using Multimodal Physiological Signals and Subjective Ratings: A Pilot Study.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7149, doi. 10.3390/app15137149

By:

Jang, Eun-Hye;
Eum, Young-Ji;
Yoon, Daesub;
Byun, Sangwon

Publication type:

Article

Prediction of Unconfined Compressive Strength in Cement-Treated Soils: A Machine Learning Approach.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7022, doi. 10.3390/app15137022

By:

Teodoru, Iancu-Bogdan;
Owusu-Yeboah, Zakaria;
Aniculăesi, Mircea;
Dascălu, Andreea Vasilica;
Hörtkorn, Florian;
Amelio, Alessia;
Lungu, Irina

Publication type:

Article

Defect Detection and Error Source Tracing in Laser Marking of Silicon Wafers with Machine Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7020, doi. 10.3390/app15137020

By:

Wang, Hsiao-Chung;
Yu, Teng-To;
Peng, Wen-Fei

Publication type:

Article

Short-Term Power Load Forecasting Using an Improved Model Integrating GCN and Transformer.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7003, doi. 10.3390/app15137003

By:

Wu, Man;
Feng, Wanyi;
Li, Xinya;
Liu, Yunan;
Cao, Chuxin

Publication type:

Article

Prediction of Metastasis in Paragangliomas and Pheochromocytomas Using Machine Learning Models: Explainability Challenges.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4184, doi. 10.3390/s25134184

By:

García-Barceló, Carmen;
Gil, David;
Tomás, David;
Bernabeu, David

Publication type:

Article

Monitoring Nasal Breathing Using an Adjustable FBG Sensing Unit.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4060, doi. 10.3390/s25134060

By:

Yan, Xiyan;
Feng, Yan;
Xu, Min;
Zhang, Hua

Publication type:

Article

Exploring Multi-Channel GPS Receivers for Detecting Spoofing Attacks on UAVs Using Machine Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4045, doi. 10.3390/s25134045

By:

Mouzai, Mustapha;
Riahla, Mohamed Amine;
Keziou, Amor;
Fouchal, Hacène

Publication type:

Article

Neural Architecture Search via Hierarchical Evaluation of Surrogate Models.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3503, doi. 10.32604/cmc.2025.064544

By:

Liu, Xiaofeng;
Bao, Yubin;
Leng, Fangling

Publication type:

Article

Addressing Class Overlap in Sonic Hedgehog Medulloblastoma Molecular Subtypes Classification Using Under-Sampling and SVD-Enhanced Multinomial Regression.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3749, doi. 10.32604/cmc.2025.063880

By:

Mohammed, Isra;
Musa, Mohamed Elhafiz M.;
Elbashir, Murtada K.;
Mostafa, Ayman Mohamed;
Adam, Amin Ibrahim;
Mahmood, Mahmood A.;
Faggad, Areeg S.

Publication type:

Article

A lacustrine surface-sediment pollen dataset covering the Tibetan Plateau and its potential in past vegetation and climate reconstructions.

Published in:

Earth System Science Data Discussions, 2025, p. 1, doi. 10.5194/essd-2025-242

By:

Tian, Fang;
Cao, Weiyu;
Liu, Xiaohan;
Liu, Zixin;
Cao, Xianyong

Publication type:

Article

How machine learning on real world clinical data improves adverse event recording for endoscopy.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01826-5

By:

Wittlinger, Stefan;
Wiest, Isabella C.;
Ladani, Mahboubeh Jannesari;
Kather, Jakob Nikolas;
Ebert, Matthias P.;
Siegel, Fabian;
Belle, Sebastian

Publication type:

Article

High-resolution (10 m) dataset of multi-crop planting structure on the Loess Plateau during 2018–2022.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05529-0

By:

Zhao, Xining;
Wang, Jichao;
Ding, Yelu;
Gao, Xiaodong;
Li, Changjian;
Huang, Hongwei;
Gao, Xuerui

Publication type:

Article

Severe rainfall-induced landslides in Pingyuan County, Guangdong, China, in June 2024.

Published in:

Landslides, 2025, v. 22, n. 8, p. 2623, doi. 10.1007/s10346-025-02546-3

By:

Zhang, Wei;
Ali, Muhammad Zeeshan;
Cui, Wenfeng;
Sun, Chuangeng;
Zheng, Zhiwen;
Chen, Kejie

Publication type:

Article

Machine learning-based rainfall-induced landslide susceptibility model and short-term early warning assessment in South Korea.

Published in:

Landslides, 2025, v. 22, n. 8, p. 2809, doi. 10.1007/s10346-025-02513-y

By:

Lee, Sujong;
Roh, Minwoo;
Jo, Hyun-Woo;
Joon, Kim;
Lee, Woo-Kyun

Publication type:

Article

Predicting the efficacy of chemoradiotherapy in advanced nasopharyngeal carcinoma patients: an MRI radiomics and machine learning approach.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1554899

By:

Chen, Liucheng;
Wang, Zhiyuan;
Zhang, Ji;
Meng, Ying;
Wang, Xuelian;
Zhao, Cancan;
Shen, Longshan

Publication type:

Article

Development of cardiovascular and all-cause mortality risk prediction models for maintenance hemodialysis patients based on metabolomics.

Published in:

BMC Nephrology, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12882-025-04291-0

By:

You, Lian-Lian;
Dong, Cui;
Wang, Zhi-Hong;
Zhang, Shuang;
Zhang, Yu;
Kuai, Ting-Ting;
Xiao, Jia;
Liu, Shu-Xin;
Zeng, Qing-Cheng

Publication type:

Article

Interpretive prediction of hyperuricemia and gout patients via machine learning analysis of human gut microbiome.

Published in:

BMC Microbiology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12866-025-04125-x

By:

Tang, Jia-Wei;
Tay, Alfred Chin Yen;
Wang, Liang

Publication type:

Article

Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes.

Published in:

Neurosurgical Review, 2025, v. 48, n. 1, p. 1, doi. 10.1007/s10143-025-03678-9

By:

Khan, Muhammad Mohsin;
Chowdhury, Adiba Tabassum;
Sumon, Md. Shaheenur Islam;
Maheboob, Shaikh Nissaruddin;
Ali, Arshad;
Thabet, Abdul Nasser;
Al-Rumaihi, Ghaya;
Belkhair, Sirajeddin;
AlSulaiti, Ghanem;
Ayyad, Ali;
Shah, Noman;
Hasan, Anwarul;
Pedersen, Shona;
Chowdhury, Muhammad E. H.

Publication type:

Article

Prediction model based on gut microbiota as a non-invasive tool for gastric cancer diagnosis.

Published in:

Applied Microbiology & Biotechnology, 2025, v. 109, n. 1, p. 1, doi. 10.1007/s00253-025-13548-5

By:

Chen, Changchang;
Chen, Chen;
Zheng, Xiaoguang;
Wang, Weizhong;
Shen, Jian;
Jin, Gulei;
Lyu, Jianxin;
Lin, Lijun

Publication type:

Article

P.091 Parameterized short-segment EEG improves neurological recovery prediction in patients with severe brain injury.

Published in:

2025

By:

Zhang, T;
Dolhan, K;
Maschke, C;
Han, M;
Lavoie, R;
Blain-Moraes, S

Publication type:

Abstract

Improving meningitis surveillance and diagnosis with machine learning: Insights from São Paulo.

Published in:

PLoS Digital Health, 2025, v. 4, n. 7, p. 1, doi. 10.1371/journal.pdig.0000925

By:

Victor, Audêncio;
Medeiros Santos, Diego Augusto;
Nery, Eduardo Koerich;
Mori, Danilo Pereira;
de Carvalho Lucas, Pamella Cristina;
Cammarota, Denise;
Florez Montero, Guillermo Leonardo;
Barcellos Filho, Fabiano Novaes;
Frugis Yu, Ana Lúcia;
Carvalhanas, Telma Regina Marques Pinto

Publication type:

Article