Works matching DE "RANDOM forest algorithms"

Results: 5000

Enhancing ischemic stroke management: leveraging machine learning models for predicting patient recovery after Alteplase treatment.

Published in:

Brain Injury, 2025, v. 39, n. 8, p. 671, doi. 10.1080/02699052.2025.2472188

By:

Khorsand, Babak;
Vaghf, Atena;
Salimi, Vahide;
Zand, Maryam;
Ghoreishi, Seyed Abdolreza

Publication type:

Article

A machine learning model to predict intradialytic hypotension in pediatric continuous kidney replacement therapy.

Published in:

Pediatric Nephrology, 2025, v. 40, n. 8, p. 2651, doi. 10.1007/s00467-025-06764-8

By:

Wang, Jian-An;
Hu, Hsiang-Wei;
Chiou, Yuan-Yow;
Chen, Kuan-Yu;
Hsueh, Chun-Chuan;
Chen, Chih-Chia

Publication type:

Article

Perinatal Exposures to Ambient Fine Particulate Matter and Outdoor Artificial Light at Night and Risk of Pediatric Papillary Thyroid Cancer.

Published in:

Environmental Health Perspectives, 2025, v. 133, n. 5, p. 057026-1, doi. 10.1289/EHP14849

By:

Deziel, Nicole C.;
Rong Wang;
Warren, Joshua L.;
Dinauer, Catherine;
Ogilvie, Jennifer;
Clark, Cassandra J.;
Zhong, Charlie;
Wiemels, Joseph L.;
Morimoto, Libby;
Metayer, Catherine;
Xiaomei Ma

Publication type:

Article

Leveraging bioelectrical impedance analysis and machine learning for early detection of parasitic infections in dairy goats.

Published in:

Journal of Animal Science, 2025, v. 103, p. 156

By:

Tunner, Rocquel;
Wartley, Lauren;
Siddique, Aftab;
Batchu, Phaneendra;
Gurrapu, Priyanka;
Erukulla, Tharun;
Van Wyk, Jan;
ShapiroIlan, David;
Kannan, Govind;
Terrill, Thomas H.

Publication type:

Article

A long-term paddy rice distribution dataset in Asia at a 30 m spatial resolution.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05374-1

By:

Li, Shaoping;
Shen, Ruoque;
Jiang, Jiale;
Peng, Qiongyan;
Chen, Xuebing;
Dong, Jie;
Dong, Jinwei;
Yuan, Wenping

Publication type:

Article

The role of psychological factors in predicting self-rated health: implications from machine learning models.

Published in:

Psychology, Health & Medicine, 2025, v. 30, n. 6, p. 1158, doi. 10.1080/13548506.2025.2450546

By:

Choi, Jeong Ha;
Jung, Daniel Hong

Publication type:

Article

Experimental Investigation and Modeling of Aeration Efficiency at Labyrinth Weirs.

Published in:

Journal of Soft Computing in Civil Engineering, 2021, p. 15, doi. 10.22115/SCCE.2021.284637.1311

By:

Singh, A.;
Singh, B.;
Sihag, P.

Publication type:

Article

ENHANCING DDOS ATTACK CLASSIFICATION THROUGH SDN AND MACHINE LEARNING: A FEATURE RANKING ANALYSIS.

Published in:

Kufa Journal of Engineering, 2025, v. 16, n. 2, p. 344, doi. 10.30572/2018/KJE/160221

By:

ALesawi, Kawthar Rasoul;
Alawadi, Aymen Hasan

Publication type:

Article

CLASSIFYING ANDROID MALWARE CATEGORIES BASED ON DYNAMIC FEATURES: AN INTEGRATION OF FEATURE REDUCTION AND SELECTION TECHNIQUES.

Published in:

Kufa Journal of Engineering, 2025, v. 16, n. 2, p. 96, doi. 10.30572/2018/KJE/160206

By:

Al-Sraratee, Abdullah;
Al-Azawei, Ahmed

Publication type:

Article

What makes anglers happy: A sentiment analysis of Walleye angler forums in the United States.

Published in:

Transactions of the American Fisheries Society, 2023, v. 152, n. 6, p. 749, doi. 10.1002/tafs.10436

By:

Vacura, Kirsten;
Camp, Edward;
Venturelli, Paul

Publication type:

Article

A comparison of methods for estimating juvenile salmon habitat capacity to assist with restoration planning and evaluation.

Published in:

Transactions of the American Fisheries Society, 2023, v. 152, n. 2, p. 201, doi. 10.1002/tafs.10399

By:

Roni, Philip;
Camp, Meghan J.;
Connelly, Kristin;
Ross, Kai;
Berge, Hans

Publication type:

Article

Importance of Depth and Artificial Structure as Predictors of Female Red Snapper Reproductive Parameters.

Published in:

Transactions of the American Fisheries Society, 2021, v. 150, n. 1, p. 115, doi. 10.1002/tafs.10277

By:

Brown‐Peterson, Nancy J.;
Leaf, Robert T.;
Leontiou, Andrea J.

Publication type:

Article

Muskellunge Spatial Ecology in the St. Louis River Estuary and Southwestern Lake Superior.

Published in:

Transactions of the American Fisheries Society, 2020, v. 149, n. 6, p. 651, doi. 10.1002/tafs.10265

By:

Schaeffer, Erin M.;
Pinkerton, Jeramy J.;
Venturelli, Paul A.;
Miller, Loren M.

Publication type:

Article

Research on dynamic temporal and spatial distribution characteristics of electrical power system voltage based on random forest algorithm.

Published in:

Advanced Control for Applications, 2024, v. 6, n. 2, p. 1, doi. 10.1002/adc2.132

By:

Fan, Jiaqi;
Shang, Tongjun;
Yang, Tianyu

Publication type:

Article

AI‐enabled blockchain and SDN‐integrated IoT security architecture for cyber‐physical systems.

Published in:

Advanced Control for Applications, 2024, v. 6, n. 2, p. 1, doi. 10.1002/adc2.131

By:

Wang, Sen;
Zhang, Jie;
Zhang, Tianhui

Publication type:

Article

Bias reduction of CFSR data with random forest for applications in water resources modelling in Ogun River.

Published in:

Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2025, v. 70, n. 8, p. 1308, doi. 10.1080/02626667.2025.2467337

By:

Aiyelokun, Oluwatobi;
Ogunsanwo, Gbenga;
Pham, Quoc Bao;
Salau, Oluwadamilola;
Eguagie-Suyi, Precious

Publication type:

Article

An ACO-LSSVM-based identification method of fracture-vug fillings Open Access.

Published in:

Journal of Geophysics & Engineering, 2025, v. 22, n. 2, p. 366, doi. 10.1093/jge/gxaf006

By:

Xu, Hao;
Lai, Fuqiang;
Li, Jiao;
Zeng, Chengxiang;
Liu, Yuejiao;
Zeng, Yu

Publication type:

Article

Validating laboratory predictions of soil rewetting respiration pulses using field data.

Published in:

Biogeosciences, 2025, v. 22, n. 11, p. 2691, doi. 10.5194/bg-22-2691-2025

By:

Li, Xiankun;
Pallandt, Marleen;
Naidu, Dilip;
Rousk, Johannes;
Hugelius, Gustaf;
Manzoni, Stefano

Publication type:

Article

An investigation of the impact of Canadian wildfires on US air quality using model, satellite, and ground measurements.

Published in:

Atmospheric Chemistry & Physics, 2025, v. 25, n. 11, p. 5497, doi. 10.5194/acp-25-5497-2025

By:

Xue, Zhixin;
Udaysankar, Nair;
Christopher, Sundar A.

Publication type:

Article

DETECÇÃO DE TRANSAÇÕES FRAUDULENTAS COM CARTÃO DE CRÉDITO: UMA ABORDAGEM COMPARATIVA BASEADA EM APRENDIZADO DE MÁQUINA.

Published in:

Revista Foco (Interdisciplinary Studies Journal), 2025, v. 18, n. 5, p. 1, doi. 10.54751/revistafoco.v18n5-037

By:

Bertolazo dos Santos, Aline;
Bueno dos Santos, Isadora Disposti;
Mitiko Toma, Karina

Publication type:

Article

AI茶树育种技术: 以黄化性状预测为例.

Published in:

Journal of Tea Science, 2025, v. 45, n. 3, p. 393

By:

徐歆;
李亚奇;
杨亦扬;
徐琪;
钱雪飞;
马春雷;
梅菊芬

Publication type:

Article

Multi-feature Fusion based Deep Learning Framework for Enhanced Intervertebral Disc Degeneration Classification.

Published in:

International Journal of Intelligent Engineering & Systems, 2025, v. 18, n. 6, p. 766, doi. 10.22266/ijies2025.0731.48

By:

Shroff, Abhishek Dipak;
Jain, Dinesh

Publication type:

Article

Optimizing Purchase Predictions in Retail: A Network Science and Artificial Intelligence Approach.

Published in:

International Journal of Intelligent Engineering & Systems, 2025, v. 18, n. 6, p. 754, doi. 10.22266/ijies2025.0731.47

By:

Meftah, Mohamed;
Ounacer, Soumaya;
Azzouazi, Mohamed

Publication type:

Article

Machine Learning-Based Prediction Model for Predicting the Effect of the Serum γKlotho Level on Susceptibility to Coronary Heart Disease.

Published in:

Vascular Health & Risk Management, 2025, v. 21, p. 425, doi. 10.2147/VHRM.S508351

By:

Guo, Zi-Tong;
Yu, Xiao-Lin;
Cheng, Hui;
Naman, Tuersunjiang

Publication type:

Article

基于随机森林和改进高斯过程的风电机组功率曲线模型.

Published in:

Electric Drive, 2025, v. 55, n. 6, p. 19, doi. 10.19457/j.1001-2095.dqcd25930

By:

许灿;
缪书唯

Publication type:

Article

A measurement-based framework integrating machine learning and morphological dynamics for outdoor thermal regulation.

Published in:

International Journal of Biometeorology, 2025, v. 69, n. 7, p. 1645, doi. 10.1007/s00484-025-02921-8

By:

Alinasab, Niloufar;
Mohammadzadeh, Negar;
Karimi, Alireza;
Mohammadzadeh, Rahmat;
Gál, Tamás

Publication type:

Article

AN EXPLORATORY STUDY OF HIGH-EDUCATED POVERTY THROUGH MACHINE LEARNING APPROACH: A CASE STUDY OF EAST JAVA, INDONESIA.

Published in:

Business, Management & Economics Engineering, 2025, v. 23, n. 1, p. 92, doi. 10.3846/bmee.2025.20808

By:

SATRIA, Dias;
PERMANI, Risti;
WINARNO, Kodrad;
KALUGE, David;
INDRASWARI, Citra Rahayu;
HANDRITO, Radityo Putro

Publication type:

Article

Intelligent Parking Space Classification Under Hazy and Non‐Hazy Conditions: An Efficient Deep Learning Solution.

Published in:

Computational Intelligence, 2025, v. 41, n. 3, p. 1, doi. 10.1111/coin.70074

By:

Navpreet;
Kumar Roul, Rajendra;
Rani, Rinkle

Publication type:

Article

Rapid authentication of cuscutae semen with imbalanced sample categories using a handheld near infrared spectrometer.

Published in:

Journal of Near Infrared Spectroscopy, 2025, v. 33, n. 1/2, p. 10, doi. 10.1177/09670335251314161

By:

Peng, Xinying;
Yu, Xiangyang;
Lin, Jinfeng;
Liu, Xiaoxiao;
Jiang, Zhongjun;
Chen, Manli;
Cai, Yefan;
Yin, Jianwei;
Zhang, Changhua

Publication type:

Article

Development and validation of a machine learning-based prediction model for urinary calculi recurrence.

Published in:

Urolithiasis, 2025, v. 53, n. 1, p. 1, doi. 10.1007/s00240-025-01792-3

By:

Guo, Jiangkun;
Zhang, Jinhang;
Zhang, Jinxiao;
Xu, Changbao;
Wang, Xikun;
Liu, Changwei

Publication type:

Article

Morphological traits and machine learning for genetic lineage prediction of two reef-building corals.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0326095

By:

Mitushasi, Guinther;
Kitano, Yuko F.;
Oury, Nicolas;
Magalon, Hélène;
Paz-García, David A.;
Armstrong, Eric;
Hume, Benjamin C. C.;
Porro, Barbara;
Moulin, Clémentine;
Boissin, Emilie;
Bourdin, Guillaume;
Iwankow, Guillaume;
Poulain, Julie;
Romac, Sarah;
Reddy, Maggie M.;
Planes, Serge;
Allemand, Denis;
Voolstra, Christian R.;
Forcioli, Didier;
Agostini, Sylvain

Publication type:

Article

Optimizing tourism demand forecasting: an exploration of the combination of push-pull theory, big data analysis and tree-based machine learning models.

Published in:

Journal of Travel & Tourism Marketing, 2025, v. 42, n. 5, p. 578, doi. 10.1080/10548408.2025.2464804

By:

He, Kaijian;
Yang, Qian;
Wu, Don;
Zou, Yingchao

Publication type:

Article

Clasificación de cultivos a partir de imágenes Sentinel-1 y -2 con Random Forests y Extreme Gradient Boosting: Un caso de estudio en la Ribera de Navarra.

Published in:

Mapping (1131-9100), 2025, v. 34, n. 218, p. 55

By:

Álvarez-Mozos, Jesús;
Bonifaz, Gabriel;
Antonio Sanz-Delgado, José;
González-Audícana, María

Publication type:

Article

The influence of reduced amino acid alphabets on prediction orthologous protein thermostability.

Published in:

Biologia, 2025, v. 80, n. 7, p. 1823, doi. 10.1007/s11756-025-01935-2

By:

Jiang, Yuxin;
Yuan, Xiaoyu;
Zheng, Shizhe;
Luo, Silin;
Chen, Haidong;
Ding, Yanrui

Publication type:

Article

Übersetzung, kulturelle Adaptation und Sprachvalidierung des „Pelvic Floor Dysfunction SENTINEL Screening" Fragebogens für Athletinnen im deutschsprachigen Raum.

Published in:

German Journal of Sports Medicine / Deutsche Zeitschrift fur Sportmedizin, 2025, v. 76, n. 3, p. 89

By:

Albers, N.;
Hübner, M.;
Giagio, S.;
Turolla, A.;
Pillastrini, P.;
Stein-Brüggemann, D.;
Rudolph, F.;
Hollander, K.;
Marques, C.

Publication type:

Article

Who engages in well-being interventions? An analysis of a global digital intervention study.

Published in:

Journal of Positive Psychology, 2025, v. 20, n. 4, p. 699, doi. 10.1080/17439760.2024.2417098

By:

Park, Yoobin;
Guevarra, Darwin A.;
Simon-Thomas, Emiliana;
Epel, Elissa S.

Publication type:

Article

Moisture control in cut tobacco output from cylinder dryer with corrugated heating plate by collaborative optimization of multi-parameters.

Published in:

Tobacco Science & Technology, 2025, v. 58, n. 6, p. 82, doi. 10.16135/j.issn1002-0861.2024.0921

By:

WEN Guangqiu;
WU Wenqiang;
LIU Bin;
MAO Weijun;
GAO Tiegong;
YANG Xingquan;
JIANG Ting;
ZHOU Chenglin;
DENG Hongwei

Publication type:

Article

Research on indoor POI salience evaluation model based on machine learning.

Published in:

Survey Review, 2025, v. 57, n. 403, p. 330, doi. 10.1080/00396265.2024.2433371

By:

Li, Huarong;
Chen, Tuan;
Zhao, Yi;
Liang, Yuqing;
Zheng, Jiaxin;
Li, Tiantong;
Zhao, Qin

Publication type:

Article

Sex determination through analysis of mandibular indices using lateral cephalogram: An Artificial intelligence diagnostics.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00371-0

By:

Prabha, P. Shalini;
Ganesan, Anuradha;
Lakshmi, Krithika Chandrasekar;
Murugan, Arul Jothi

Publication type:

Article

Enhancing real‐time cell culture process monitoring through the integration of advanced machine learning techniques: A comparative analysis of Raman and capacitance spectroscopies.

Published in:

Biotechnology Progress, 2025, v. 41, n. 3, p. 1, doi. 10.1002/btpr.70013

By:

Xu, Feng;
Pinto, Nuno;
Zhou, George;
Ahuja, Sanjeev

Publication type:

Article

Prediction of SOC content using NIR spectroscopy and DSANN.

Published in:

Agrochemistry & Soil Science / Agrokémia és Talajtan, 2025, v. 74, n. 1, p. 33, doi. 10.1556/0088.2024.00176

By:

Jakkan, Digambar Aggayya;
Ghare, Pradnya;
Kumar, Nirmal;
Sakode, Chandrashekhar

Publication type:

Article

Off-the-Shelf Large Language Models for Causality Assessment of Individual Case Safety Reports: A Proof-of-Concept with COVID-19 Vaccines.

Published in:

Drug Safety, 2025, v. 48, n. 7, p. 805, doi. 10.1007/s40264-025-01531-y

By:

Abate, Andrea;
Poncato, Elisa;
Barbieri, Maria Antonietta;
Powell, Greg;
Rossi, Andrea;
Peker, Simay;
Hviid, Anders;
Bate, Andrew;
Sessa, Maurizio

Publication type:

Article

鲜食玉米籽粒镉累积关键影响因子及其影响途径 ——基于随机森林模型.

Published in:

Journal of Agro-Environment Science, 2025, v. 44, n. 5, p. 1199, doi. 10.11654/jaes.2024-0552

By:

王亚楠;
刘迎夏;
马进川;
马军伟;
褚军杰;
王强;
邹平

Publication type:

Article

A hybrid approach to enhance HbA1c prediction accuracy while minimizing the number of associated predictors: A case-control study in Saudi Arabia.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0326315

By:

Al-hussein, Faten;
Abdollahian, Mali;
Tafakori, Laleh;
Al-Shali, Khalid

Publication type:

Article

Risk warning model for predicting sleep disorders in healthcare workers on long-term shifts.

Published in:

Sleep & Biological Rhythms, 2025, v. 23, n. 3, p. 331, doi. 10.1007/s41105-025-00583-y

By:

Li, Xin;
Xiao, Long;
Shi, Benqi;
Liu, Nian;
Dong, Lian;
Lyu, Ruibing;
Qian, Minghui

Publication type:

Article

Machine Learning Approaches for Predicting Mechanical Performance and Reducing Experimentation in Refractory High‐Entropy Alloys.

Published in:

Advanced Engineering Materials, 2025, v. 27, n. 12, p. 1, doi. 10.1002/adem.202403052

By:

Jain, Sandeep;
Wagri, Naresh Kumar;
Bhowmik, Ayan;
Park, Nokeun

Publication type:

Article

Nonparametric IPSS: fast, flexible feature selection with false discovery control Open Access.

Published in:

Bioinformatics, 2025, v. 41, n. 5, p. 1, doi. 10.1093/bioinformatics/btaf299

By:

Melikechi, Omar;
Dunson, David B;
Miller, Jeffrey W

Publication type:

Article

基于测录数据的潜山地层压力评价新方法.

Published in:

Journal of China University of Petroleum, 2025, v. 49, n. 3, p. 84, doi. 10.3969/j.issn.1673-5005.2025.03.009

By:

陈现军;
徐长敏;
郭书生;
陈玉鑫;
孙挺;
师淑怡

Publication type:

Article

Enhancing DGA Detection with Machine Learning Algorithms.

Published in:

Journal of Telecommunications & Information Technology, 2025, p. 31, doi. 10.26636/jtit.2025.FITCE2024.2033

By:

Biros, Hubert;
Kantor, Mirosław

Publication type:

Article

Prediction of Stress–Strain Behavior of PET FRP-Confined Concrete Using Machine Learning Models.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 11, p. 7911, doi. 10.1007/s13369-024-09086-3

By:

Khan, Arslan Qayyum;
Naveed, Muhammad Huzaifa;
Rasheed, Muhammad Dawood;
Pimanmas, Amorn

Publication type:

Article