Works matching DE "RANDOM forest algorithms"

Results: 5000

Risk Factors and Comorbidities Associated With Vitamin B<sub>12</sub> Deficiency in an Adult Population.

Published in:

Journal of Primary Care & Community Health, 2025, p. 1, doi. 10.1177/21501319251360498

By:

Lane, Alexandra;
Lau, Lucinda;
Alhannat, Christy;
Arya, Milan;
Bokor, Maxwell;
Cheney, Carol;
Keesara, Maanika;
McDaniels, Mitchell;
Mookerjee, Neil;
Mowdawalla, Cyrus;
Napoli, Logan;
Porter, Ashley;
Rao, Shivani;
Sheikh, Farooq;
Shin, Jeeyong;
Sibblis, Jachrise;
Weidemann, Helen;
Yerram, Rishi;
Hunter, Krystal;
Roy, Satyajeet

Publication type:

Article

Pre-treatment GlycA measurement provides no additional predictive utility beyond routine clinical measures in patients with rheumatoid arthritis Open Access.

Published in:

Rheumatology, 2025, v. 64, n. 7, p. 4417, doi. 10.1093/rheumatology/keaf235

By:

Ling, Stephanie F;
Yap, Chuan Fu;
Nair, Nisha;
Verstappen, Suzanne M M;
Morgan, Ann W;
Isaacs, John D;
Wilson, Anthony G;
Hyrich, Kimme L;
Barton, Anne;
Plant, Darren

Publication type:

Article

AI—Prediction of Neisseria gonorrhoeae Resistance at the Point of Care from Genomic and Epidemiologic Data.

Published in:

Healthcare (2227-9032), 2025, v. 13, n. 14, p. 1643, doi. 10.3390/healthcare13141643

By:

Kolluru, Vinothkumar;
Hole, Shreyas Rajendra;
Sagar, Ajeeb;
Chintakunta, Advaitha Naidu;
R, Jeevaraj;
Salotagi, Shreekant

Publication type:

Article

A hybrid approach to secure automatic speaker verification: integrating clone detection and speaker identification.

Published in:

International Journal of Speech Technology, 2025, v. 28, n. 2, p. 411, doi. 10.1007/s10772-025-10195-z

By:

Nandal, Abhishek;
Dua, Mohit

Publication type:

Article

Increased Temporal Variability of Gait in ASD: A Motion Capture and Machine Learning Analysis.

Published in:

Biology (2079-7737), 2025, v. 14, n. 7, p. 832, doi. 10.3390/biology14070832

By:

Goldthorp, Katharine;
Henderson, Benn;
Yogarajah, Pratheepan;
Gardiner, Bryan;
McGinnity, Thomas Martin;
Nicholas, Brad;
Wimpory, Dawn C.

Publication type:

Article

Personalized Human Thermal Sensation Prediction Based on Bayesian-Optimized Random Forest.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 14, p. 2539, doi. 10.3390/buildings15142539

By:

Yang, Hao;
Ran, Maoyu

Publication type:

Article

Regional Landslide Hazard and Risk Assessment Considering Landslide Spatial Aggregation and Hydrological Slope Units.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 8068, doi. 10.3390/app15148068

By:

Yi, Xuetao;
Shang, Yanjun;
Meng, He;
Meng, Qingsen;
Shao, Peng;
Ahmed, Izhar

Publication type:

Article

Identification of Complicated Lithology with Machine Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7923, doi. 10.3390/app15147923

By:

Chen, Liangyu;
Hu, Lang;
Xin, Jintao;
Hou, Qiuyuan;
Fu, Jianwei;
Li, Yonggui;
Chen, Zhi

Publication type:

Article

MicroForest: Lightweight Bottleneck Prediction for Manufacturing Processes on Edge Devices.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7798, doi. 10.3390/app15147798

By:

Yoo, Seungmin;
Oh, Chanyoung

Publication type:

Article

Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province.

Published in:

Frontiers in Microbiology, 2025, p. 1, doi. 10.3389/fmicb.2025.1586195

By:

Luo, Li;
Chen, Bangwei;
Zeng, Shengyin;
Li, Yaxin;
Chen, Xiaolin;
Zhang, Jianguo;
Guo, Xiangjie;
Li, Shujin;
Ruan, Lei;
Zhu, Shida;
Gao, Cairong;
Zhang, Cuntai;
Li, Tao

Publication type:

Article

Tooth shape and sex estimation: a 3D geometric morphometric landmark-based comparative analysis of artificial neural networks, support vector machines, and Random Forest models.

Published in:

3 Biotech, 2025, v. 15, n. 8, p. 1, doi. 10.1007/s13205-025-04439-7

By:

Natarajan, Srikant;
Ahmed, Junaid;
Sundarraj, Ruban;
Vinay, Varenya;
Shetty, Shravan;
Jose, Nidhin Philip;
Chowdappa, Sharada;
Carnelio, Sunitha

Publication type:

Article

Extended Range Machine Learning Severe Weather Guidance Based on the Operational GEFS.

Published in:

Weather & Forecasting, 2025, v. 40, n. 8, p. 1325, doi. 10.1175/WAF-D-24-0116.1

By:

Clark, Adam J.;
Hoogewind, Kimberly A.;
Hill, Aaron J.;
Loken, Eric D.;
Hosek, Michael J.

Publication type:

Article

Surface Ice Detection Using Hyperspectral Imaging and Machine Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 14, p. 4322, doi. 10.3390/s25144322

By:

Vanlanduit, Steve;
De Vooght, Arnaud;
De Kerf, Thomas

Publication type:

Article

Early Warning of Abnormal Operating Modes via Feature Extraction from Cross-Section Frame at Discharge End for Sintering Process.

Published in:

Sensors (14248220), 2025, v. 25, n. 14, p. 4267, doi. 10.3390/s25144267

By:

Hao, Xinzhe;
Du, Sheng;
Ma, Xian;
Zhao, Mengxin

Publication type:

Article

Digital divide and women's (dis)empowerment: A study of selected tribal communities in the Wayanad District of Kerala, India.

Published in:

Journal of Telecommunications & the Digital Economy, 2025, v. 13, n. 2, p. 25, doi. 10.18080/jtde.v13n2.1097

By:

S., Arya;
B., Pradeep Kumar

Publication type:

Article

Stacked hybrid model: Multi-layer perceptron and logistic regression with meta-learning for cesarean section classification.

Published in:

Journal of Surgery & Medicine (JOSAM), 2025, v. 9, n. 7, p. 98, doi. 10.28982/josam.8268

By:

Yalçın, Emre;
Tanyıldız, Hayriye;
Aslan, Serpil;
Demir, Süleyman Cansun;
Avan, Mesut;
Uzay, Fatma İşlek;
Aykut, Serdar

Publication type:

Article

Machine Learning-based Model for Groundwater Quality Prediction: A Comprehensive Review and Future Time–Cost Effective Modelling Vision.

Published in:

Archives of Computational Methods in Engineering, 2025, v. 32, n. 6, p. 3593, doi. 10.1007/s11831-025-10248-1

By:

Sham, Farhan 'Ammar Fardush;
El-Shafie, Ahmed;
Jaafar, Wan Zurina Binti Wan;
Adarsh, S.;
Ahmed, Ali Najah

Publication type:

Article

Identification of 5 Common Pesticides Used in Flue-tobacco Field Production Based on Hyperspectral Technology.

Published in:

Journal of Agricultural Science & Technology (1008-0864), 2025, v. 27, n. 7, p. 122, doi. 10.13304/j.nykjdb.2024.0458

By:

YANG Guotao;
ZHANG Shijie;
CHEN Chao;
LIU Yun;
HE Chen;
NING Yinghao;
ZHANG Qing

Publication type:

Article

Optimized predictive maintenance for streaming data in industrial IoT networks using deep reinforcement learning and ensemble techniques.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10268-8

By:

Varalakshmi, K.;
Kumar, J.

Publication type:

Article

A Fault Detection Method for Multi-Sensor Data of Spring Circuit Breakers Based on the RF-Adaboost Algorithm.

Published in:

Energies (19961073), 2025, v. 18, n. 14, p. 3890, doi. 10.3390/en18143890

By:

Wang, Chuang;
Cong, Peijie;
Yu, Sifan;
Yuan, Jing;
Lv, Nian;
Ling, Yu;
Peng, Zheng;
Zhang, Haoyan;
Mei, Hongwei

Publication type:

Article

Estimation and Change Analysis of Grassland AGB in the China–Mongolia–Russia Border Area Based on Multi-Source Geospatial Data.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2527, doi. 10.3390/rs17142527

By:

Ma, Jiani;
Zhang, Chao;
Ou, Cong;
Qiu, Chi;
Yang, Cuicui;
Wang, Beibei;
Mandakh, Urtnasan

Publication type:

Article

Spatial Downscaling of GRACE Groundwater Storage Based on DTW Distance Clustering and an Analysis of Its Driving Factors.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2526, doi. 10.3390/rs17142526

By:

Xue, Huazhu;
Wang, Hao;
Dong, Guotao;
Li, Zhi

Publication type:

Article

Early Detection of Soil Salinization by Means of Spaceborne Hyperspectral Imagery.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2486, doi. 10.3390/rs17142486

By:

Lazzeri, Giacomo;
Milewski, Robert;
Foerster, Saskia;
Moretti, Sandro;
Chabrillat, Sabine

Publication type:

Article

A Machine Learning-Based Method for Lithology Identification of Outcrops Using TLS-Derived Spectral and Geometric Features.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2434, doi. 10.3390/rs17142434

By:

Shao, Yanlin;
Li, Peijin;
Jing, Ran;
Shao, Yaxiong;
Liu, Lang;
Zhao, Kunpeng;
Gan, Binqing;
Duan, Xiaolei;
Li, Longfan

Publication type:

Article

Measurement of Suspended Sediment Concentration at the Outlet of the Yellow River Canyon: Using Sentinel-2 Images and Machine Learning.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2424, doi. 10.3390/rs17142424

By:

Song, Genxin;
Jiang, Youjing;
Lei, Xinyu;
Zhai, Shiyan

Publication type:

Article

Spatiotemporal Mapping and Driving Mechanism of Crop Planting Patterns on the Jianghan Plain Based on Multisource Remote Sensing Fusion and Sample Migration.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2417, doi. 10.3390/rs17142417

By:

Xiao, Pengnan;
Zhou, Yong;
Qian, Jianping;
Liu, Yujie;
Li, Xigui

Publication type:

Article

Quantification of MODIS Land Surface Temperature Downscaled by Machine Learning Algorithms.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2350, doi. 10.3390/rs17142350

By:

Su, Qi;
Meng, Xiangchen;
Sun, Lin;
Guo, Zhongqiang

Publication type:

Article

Hybrid Machine Learning Model for Hurricane Power Outage Estimation from Satellite Night Light Data.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2347, doi. 10.3390/rs17142347

By:

Zhu, Laiyin;
Quiring, Steven M.

Publication type:

Article

Frost Resistance Prediction of Concrete Based on Dynamic Multi-Stage Optimisation Algorithm.

Published in:

Algorithms, 2025, v. 18, n. 7, p. 441, doi. 10.3390/a18070441

By:

Dong, Xuwei;
Yuan, Jiashuo;
Dai, Jinpeng

Publication type:

Article

An Approach to Trustworthy Article Ranking by NLP and Multi-Layered Analysis and Optimization.

Published in:

Algorithms, 2025, v. 18, n. 7, p. 408, doi. 10.3390/a18070408

By:

Li, Chenhao;
Zhang, Jiyin;
Chen, Weilin;
Ma, Xiaogang

Publication type:

Article

AI-Driven Arm Movement Estimation for Sustainable Wearable Systems in Industry 4.0.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 14, p. 6372, doi. 10.3390/su17146372

By:

Muntean, Emanuel;
Leba, Monica;
Ionica, Andreea Cristina

Publication type:

Article

Early Leak and Burst Detection in Water Pipeline Networks Using Machine Learning Approaches.

Published in:

Water (20734441), 2025, v. 17, n. 14, p. 2164, doi. 10.3390/w17142164

By:

Joseph, Kiran;
Shetty, Jyoti;
Patnaik, Rahul;
Matthew, Noel S.;
Van Staden, Rudi;
Liyanage, Wasantha P.;
Powell, Grant;
Bennett, Nathan;
Sharma, Ashok K.

Publication type:

Article

Cascade Reservoir Outflow Simulation Based on Physics-Constrained Random Forest.

Published in:

Water (20734441), 2025, v. 17, n. 14, p. 2154, doi. 10.3390/w17142154

By:

Zhou, Zehui;
Yu, Lei;
Zhang, Yu;
Jia, Benyou;
Zhang, Luchen;
Luo, Shaoze

Publication type:

Article

Using Machine Learning on Macroeconomic, Technical, and Sentiment Indicators for Stock Market Forecasting.

Published in:

Information (2078-2489), 2025, v. 16, n. 7, p. 584, doi. 10.3390/info16070584

By:

Patsiarikas, Michalis;
Papageorgiou, George;
Tjortjis, Christos

Publication type:

Article

A Study on the Diagnostic and Prognostic Value of Extrachromosomal Circular DNA in Breast Cancer.

Published in:

Genes, 2025, v. 16, n. 7, p. 802, doi. 10.3390/genes16070802

By:

Li, Fuyu;
Lu, Wenxiang;
Yao, Lingsong;
Bai, Yunfei

Publication type:

Article

Detection of Pine Wilt Disease Using a VIS-NIR Slope-Based Index from Sentinel-2 Data.

Published in:

Forests (19994907), 2025, v. 16, n. 7, p. 1170, doi. 10.3390/f16071170

By:

Guo, Jian;
Kang, Ran;
Xu, Tianhe;
Deng, Caiyun;
Zhang, Li;
Yang, Siqi;
Pan, Guiling;
Si, Lulu;
Lu, Yingbo;
Kaufmann, Hermann

Publication type:

Article

Relationship Between Urban Forest Structure and Seasonal Variation in Vegetation Cover in Jinhua City, China.

Published in:

Forests (19994907), 2025, v. 16, n. 7, p. 1129, doi. 10.3390/f16071129

By:

Yang, Hao;
Chu, Shaowei;
Zeng, Hao;
Zhao, Youbing

Publication type:

Article

Predicting Forest Trail Degradation Susceptibility Using GIS-Based Explainable Machine Learning.

Published in:

Forests (19994907), 2025, v. 16, n. 7, p. 1074, doi. 10.3390/f16071074

By:

Jo, Hyeryeon;
Kang, Youngeun;
Son, Seungwoo

Publication type:

Article

Metabolic Signature in Combination with Fecal Immunochemical Test as a Non-Invasive Tool for Advanced Colorectal Neoplasia Diagnosis.

Published in:

Cancers, 2025, v. 17, n. 14, p. 2339, doi. 10.3390/cancers17142339

By:

Albóniga, Oihane E.;
Cubiella, Joaquín;
Bujanda, Luis;
Aspichueta, Patricia;
Blanco, María Encarnación;
Lanza, Borja;
Alonso, Cristina;
Falcón-Pérez, Juan Manuel

Publication type:

Article

Temperature Prediction at Street Scale During a Heat Wave Using Random Forest.

Published in:

Atmosphere, 2025, v. 16, n. 7, p. 877, doi. 10.3390/atmos16070877

By:

Gkirmpas, Panagiotis;
Tsegas, George;
Boehnke, Denise;
Vlachokostas, Christos;
Moussiopoulos, Nicolas

Publication type:

Article

Research on Air Temperature Inversion Method Based on Land Surface Temperature of Different Land Surface Cover.

Published in:

Atmosphere, 2025, v. 16, n. 7, p. 754, doi. 10.3390/atmos16070754

By:

Fang, Rui;
Shan, Xiaofang;
Deng, Qinli

Publication type:

Article

Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach.

Published in:

Journal of Classification, 2025, v. 42, n. 2, p. 364, doi. 10.1007/s00357-024-09497-9

By:

Buczak, Philip;
Horn, Daniel;
Pauly, Markus

Publication type:

Article

Heart Disease Prediction Model.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 1195

By:

Gupta, Siddhi;
Gakhar, Arman;
Gilhotra, Ansh;
Sagar;
Jamwal, Anupama

Publication type:

Article

Rice Plant Leaf Disease Detection using Machine Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 1033

By:

Singh, Sonu

Publication type:

Article

Leveraging Machine Learning for Early Detection and Prevention of Liver Disease Mortality in India.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 913

By:

Rajpoot, Harshita;
Raj, Aaditi;
Bhoite, Sachin

Publication type:

Article

Integrating Machine Learning Insights into Business Intelligence Dashboards for Enhanced Marketing Strategy Analysis.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 881

By:

V., Sanjana;
M., Amirtha Varshini;
A. D., Chitra;
M., Umarani

Publication type:

Article

EMG Signal Analysis and Real-Time Muscle Activation Classification using Random Forest.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 854

By:

K. K., Sayand;
Vijayan, Jishnu;
Vas, M. Jithin;
K., Vidhya;
Menon, Hema P.;
Devasia, Davidson

Publication type:

Article

EEG Signal Classification using Unsupervised and Supervised Machine Learning Algorithm.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 703

By:

Menon, Sanjay S.;
P., Abhay;
Narayanan, Vishnu;
Rashid, Muhammed;
Menon, Hema P.;
Devasia, Davidson

Publication type:

Article

ML Based Algorithmic Strategies for Effective Credit Card Fraud Detection.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 392

By:

Aravinth, S. S.;
Deepthi, Nallamothu;
Afreen, Mahammad Rubeena;
Mythri, Gorla;
Kumar, Shyam

Publication type:

Article

Recommendation System and Price Prediction using Deep Learning Model and Random Forest Regression.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 148

By:

Vedpathak, Simran;
Padghan, Seema;
Gaikwad, Sakshi;
Dholay, Surekha

Publication type:

Article