Works matching DE "RANDOM forest algorithms"

Results: 5000

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

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

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

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

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

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

Fecal Microbiota and Volatile Metabolome Pattern Alterations Precede Late-Onset Meningitis in Preterm Neonates Open Access.

Published in:

Journal of Infectious Diseases, 2025, v. 231, n. 6, p. 1382, doi. 10.1093/infdis/jiae265

By:

Frerichs, Nina M;
Deianova, Nancy;
Hassani, Sofia el Manouni el;
Acharjee, Animesh;
Quraishi, Mohammed Nabil;
Boode, Willem P de;
Cossey, Veerle;
Hulzebos, Christian V;
Kaam, Anton H van;
Kramer, Boris W;
d'Haens, Esther;
Jonge, Wouter J de;
Vijlbrief, Daniel C;
Weissenbruch, Mirjam M van;
Daulton, Emma;
Wicaksono, Alfian N;
Covington, James A;
Benninga, Marc A;
Boer, Nanne K H de;
Goudoever, Johannes B van

Publication type:

Article

A novel method for bioinformatics analysis in gene expression profiling framework for personalized healthcare applications.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 22, p. 24805, doi. 10.1007/s11042-024-20066-5

By:

Natarajan, Kumareshan;
Natarajan, Prakash;
Muthusamy, Suresh;
Ravi, Ranjith Kumar

Publication type:

Article

A robust framework for Alzheimer's disease detection and staging: incorporating multi-feature integration, MRMR feature selection, and Random Forest classification.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 22, p. 24903, doi. 10.1007/s11042-024-19875-5

By:

HK, Ravikiran;
R, Deepak;
H A, Deepak;
M S, Prapulla Kumar;
S, Sharath;
G H, Yogeesh

Publication type:

Article

Machine learning algorithms can recognize hydronephrosis in non-contrast CT images.

Published in:

Acta Radiologica, 2025, v. 66, n. 7, p. 782, doi. 10.1177/02841851251327892

By:

Mendi, Bökebatur Ahmet Raşit;
Batur, Halitcan

Publication type:

Article

Neutrosophic Statistical Analysis on Healthcare Data for Oral Cancer Detection.

Published in:

International Journal of Neutrosophic Science (IJNS), 2025, v. 26, n. 3, p. 314, doi. 10.54216/IJNS.260323

By:

Khanna, Sakshi Taaresh;
Khatri, Sunil Kumar;
Sharma, Neeraj Kumar

Publication type:

Article

Classification and Influencing Factors of County Units with Population Shrinkage in Guangdong Province.

Published in:

Tropical Geography, 2025, v. 45, n. 5, p. 820, doi. 10.13284/j.cnki.rddl.20240574

By:

Chen Tingting;
Wu Likun

Publication type:

Article

Machine Learning‐Based Prediction in HTTP Request–Response Cycles: Impacts on Webpage Quality Metrics.

Published in:

Expert Systems, 2025, v. 42, n. 8, p. 1, doi. 10.1111/exsy.70085

By:

Alarood, Ala

Publication type:

Article

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

Improved epigenetic age prediction models by combining sex chromosome and autosomal markers.

Published in:

Epigenetics & Chromatin, 2025, v. 18, n. 1, p. 1, doi. 10.1186/s13072-025-00606-5

By:

Wan, Zhong;
Henneman, Peter;
Hoefsloot, Huub C. J.;
Kloosterman, Ate D.;
Verschure, Pernette J.

Publication type:

Article

Analysis Of Supervised Learning Approaches For Identification Of Oral Squamous Cell Carcinoma: A Multimodal Approach.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 4, p. 5299

By:

Mandal, Rupesh;
Prasad, Ankit;
Anwar, Dilshad;
Hussain, Simran;
Choudhury, Nupur;
Sharma, Uzzal;
Choudhury, Mrinmoy Mayur;
Deka, Muktanjalee;
Barman, Jyoti Kumar

Publication type:

Article

A Hybrid Feature Optimized Framework for Enhanced COVID-19 Detection with IoT Sensor Data.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 2, p. 2695

By:

Kumar Patra, P. Santosh;
Tripathy, Biswajit

Publication type:

Article

Machine Learning Based Early Detection of Parkinson’s Disease using XGBoost and Random Forest.

Published in:

Cuestiones de Fisioterapia, 2024, v. 53, n. 3, p. 1175

By:

Adiga, Sookshma;
P., Sonali;
Pai, Varsha;
Shetty, Ananya;
Devadiga, Divya L.;
Patil, Shriraksha;
Sharadhi

Publication type:

Article

Machine Learning-Based Electrical Fault Classification: A Comparative Analysis of Logistic Regression and Random Forest.

Published in:

Cuestiones de Fisioterapia, 2024, v. 53, n. 3, p. 1720

By:

Ganga, Ashok;
Kalla, Kanaka Raju;
Rao, Tamminaina Lokanadha;
Sravya, Sontyana;
Lakshmi, Panchireddi;
Jahnavi, Mandula;
Pravallika, Madhurakavi Sravani

Publication type:

Article

A Machine Learning Approach for Prediction of Faradaic Efficiency in Electrochemical CO<sub>2</sub> Reduction on Nitrogen‐Doped Carbon.

Published in:

ChemPlusChem, 2025, v. 90, n. 7, p. 1, doi. 10.1002/cplu.202400766

By:

Raman, Ganesan

Publication type:

Article

Applying binary mixed model to predict knee osteoarthritis pain.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0325678

By:

El-Zaatari, Helal;
Arbeeva, Liubov;
Nelson, Amanda E.

Publication type:

Article

Downscaling of precipitation products based on the random forest and assessment of their hydrologic applicability.

Published in:

Remote Sensing for Natural Resources, 2025, v. 37, n. 2, p. 66, doi. 10.6046/zrzyyg.2023352

By:

CHEN Duoyan;
SHI Lan

Publication type:

Article

Monitoring the spatiotemporal dynamics of mangrove forests in Beibu Gulf, Guangxi Zhuang Autonomous Region, China, using Google Earth Engine and time-series active and passive remote sensing images.

Published in:

Remote Sensing for Natural Resources, 2025, v. 37, n. 2, p. 235, doi. 10.6046/zrzyyg.2023370

By:

DENG Jianming;
YAO Hang;
FU Bolin;
GU Sen;
TANG Jie;
GAN Yuanyuan

Publication type:

Article

Classification of wetland plant communities in the Yellow River Delta based on GEE and multisource remote sensing data.

Published in:

Remote Sensing for Natural Resources, 2025, v. 37, n. 2, p. 265, doi. 10.6046/zrzyyg.2023345

By:

ZHANG Nianqiu;
MAO Dehua;
FENG Kaidong;
ZHEN Jianing;
XIANG Hengxing;
REN Yongxing

Publication type:

Article

机器学习实现崩塌落石微震信号自动化检测和分类.

Published in:

Journal of Geodesy & Geodynamics (1671-5942), 2025, v. 45, n. 6, p. 654, doi. 10.14075/j.jgg.2024.08.369

By:

谢斌高;
桂山;
黄志勇;
冯亮

Publication type:

Article

A conscious lab-based approach for modelling and investigating the impact of influential parameters on feed rate and differential pressure in cement vertical roller mills.

Published in:

International Journal of Mining & Geo-Engineering, 2025, v. 59, n. 2, p. 129, doi. 10.22059/IJMGE.2025.395567.595253

By:

Fatahi, Rasoul;
Abdollahi, Hadi;
Noaparast, Mohammad;
Hadizadeh, Mehdi

Publication type:

Article

Predicting New York Heart Association (NYHA) heart failure classification from medical student notes following simulated patient encounters.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10179-8

By:

Perera, Ishan R.;
Daniels, Taylor;
Looney, Janella;
Gittings, Kimberly;
Rawlins II, Frederic A.

Publication type:

Article

城市多维空间格局对 PM<sub>2.5</sub> 浓度的影响机制研究——以广州深圳为例.

Published in:

Ecological Science, 2025, v. 44, n. 2, p. 143, doi. 10.14108/j.cnki.1008-8873.2025.02.015

By:

林锦耀;
杨柳;
胡悦;
温宥越;
肖钺

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

蔗渣生物质炭对岩溶森林土壤磷素有效性的影响.

Published in:

Guihaia, 2025, v. 45, n. 6, p. 1071, doi. 10.11931/guihaia.gxzw202404056

By:

蒋潇潇;
宁凯;
潘复静;
杨希;
贺新宇;
梁月明

Publication type:

Article

Computational Optimization of Ceramic Waste-Based Concrete Mixtures: A Comprehensive Analysis of Machine Learning Techniques.

Published in:

Archives of Computational Methods in Engineering, 2025, v. 32, n. 5, p. 3081, doi. 10.1007/s11831-025-10233-8

By:

Mandal, Amit;
Rajput, Sarvesh P. S.

Publication type:

Article

Intelligent intrusion detection system based on crowd search optimization for attack classification in network security.

Published in:

EURASIP Journal on Information Security, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13635-025-00205-7

By:

Gupta, Chetan;
Kumar, Amit;
Jain, Neelesh Kumar

Publication type:

Article

Detection of Proteins in a Surface Plasmon Resonance Biosensor Based on Hybrid Metasurface Architecture and Behaviour Prediction Using Random Forest Regression.

Published in:

Plasmonics, 2025, v. 20, n. 7, p. 5165, doi. 10.1007/s11468-024-02712-8

By:

Wekalao, Jacob;
Patel, Shobhit K.;
U, Arun Kumar;
Armghan, Ammar;
Kraiem, Habib;
Said, Yahia

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

Smart prediction: Hybrid random forest for high-volume fly ash self-compacting concrete strength.

Published in:

Frontiers of Structural & Civil Engineering, 2025, v. 19, n. 6, p. 892, doi. 10.1007/s11709-025-1184-5

By:

Kumar, Shashikant;
Kumar, Rakesh;
Sirimontree, Sayan;
Kumar, Divesh Ranjan;
Wipulanusat, Warit;
Keawsawasvong, Suraparb;
Thongchom, Chanachai

Publication type:

Article

An ensemble approach of bi-variate statistical models with soft-computing techniques for GIS-based landslide susceptibility zonation in the Kalimpong region of Darjeeling Himalaya, India.

Published in:

Environment, Development & Sustainability, 2025, v. 27, n. 7, p. 16841, doi. 10.1007/s10668-024-04592-8

By:

Das, Suvam;
Sarkar, Shantanu;
Kanungo, Debi Prasanna

Publication type:

Article

Virtual Prédiction of Residual Stresses in Laser Welding Process Using Machine Learning Technique an Industry 4.0 Approach.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 5, p. 983, doi. 10.18280/jesa.580512

By:

M, Vikram.;
Uppalapati, Sudhakar;
Battula, Ashok;
Kasturi, Srinivasa Babu;
Vemanaboina, Harinadh;
Kumar, Satish

Publication type:

Article

Machine Learning-Based Intrusion Detection System: Reducing False Positives and False Negatives in IoT Security.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 5, p. 895, doi. 10.18280/jesa.580503

By:

Hana, Mourad;
Haouari, Oussama El;
Khaissidi, Ghizlane;
Mrabti, Mostafa

Publication type:

Article

Machine learning-based peripheral blood biomarker screening for the differential diagnosis of pulmonary tuberculosis and lung cancer with clinical sample validation.

Published in:

China Tropical Medicine, 2025, v. 25, n. 6, p. 698, doi. 10.13604/j.cnki.46-1064/r.2025.06.05

By:

SHI Hongyu;
NIE Fan;
XIA Zhang;
CHEN Wei;
XIAO Guohui;
ZHANG Guoliang

Publication type:

Article

Classifying surface displacements in mining regions using differential terrain models and InSAR coherence.

Published in:

Journal of Applied Geodesy, 2025, v. 19, n. 3, p. 413, doi. 10.1515/jag-2025-0033

By:

Wielgocka, Natalia;
Jóźków, Grzegorz;
Teodorczyk, Dominik

Publication type:

Article

Evaluation of a Low-Cost Single-Lead ECG Module for Vascular Ageing Prediction and Studying Smoking-Induced Changes in ECG.

Published in:

Circuits, Systems & Signal Processing, 2025, v. 44, n. 8, p. 5852, doi. 10.1007/s00034-025-03048-2

By:

Ali, Syed Anas;
Niaz, Muhammad Saqib;
Rehman, Mubashir;
Mehmood, Ahsan;
Rahman, M. Mahboob Ur;
Riaz, Kashif;
Abbasi, Qammer H.

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