Works about RANDOM forest algorithms

Results: 5000

Forecasting daily counts of patient presentations in Australian emergency departments using statistical models with time‐varying predictors.

Published in:

Emergency Medicine Australasia, 2020, v. 32, n. 4, p. 618, doi. 10.1111/1742-6723.13481

By:

Duwalage, Kalpani I;
Burkett, Ellen;
White, Gentry;
Wong, Andy;
Thompson, Mery H

Publication type:

Article

Effects of the COVID-19 lockdown in Hubei, China: cessation of incense burning reduces regional landscape fire.

Published in:

Ecology & Society, 2022, v. 27, n. 3, p. 1, doi. 10.5751/ES-13386-270305

By:

Xionghui Qi;
Ming Wei;
Zilin Wang;
Tengyu Jiang;
Pengcheng Wang;
Mingjun Teng;
Zhaogui Yan

Publication type:

Article

"Cities in the forest" and "cities of the forest": an environmental Kuznets curve (EKC) spatial approach to analyzing the urbanization-deforestation relationship in a Brazilian Amazon state.

Published in:

Ecology & Society, 2022, v. 27, n. 2, p. 1, doi. 10.5751/ES-13224-270201

By:

Ribeiro, Renata Maciel;
Amaral, Silvana;
Vieira Monteiro, Antônio Miguel;
Dal'Asta, Ana Paula

Publication type:

Article

妊娠高血压病人并发 HELLP 综合征风险预测模型的构建.

Published in:

Chinese Nursing Research, 2025, v. 39, n. 4, p. 540, doi. 10.12102/j.issn.1009-6493.2025.04.003

By:

陈春榕;
陈宁静;
杨宁;
陈伟凤;
高玉玲;
吴碧瑜

Publication type:

Article

Risk factors and construction of risk prediction model for patients with atelectasis after thoracoscopic segmental resection.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 21, p. 3812, doi. 10.12102/j.issn.1009-6493.2024.21.008

By:

CHEN Qianqian;
PENG Jifang;
LIU Han

Publication type:

Article

基于随机森林模型的耐碳青霉烯类鲍曼不动杆菌性呼吸机相关性肺炎风险预测模型的构建.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 19, p. 3410, doi. 10.12102/j.issn.1009-6493.2024.19.005

By:

冯清;
贺培凤

Publication type:

Article

Status quo and influencing factors of oral health of ICU patients with invasive mechanical ventilation from tertiary hospitals in the Guangxi Zhuang Autonomous Region.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 14, p. 2490, doi. 10.12102/j.issn.1009-6493.2024.14.007

By:

TANG Long;
ZHANG Yuanhui;
LU Cuiyi;
WEI Chunsong;
XU Yong;
LIANG Meijuan;
ZHOU Chunfeng;
ZHENG Baifang;
WEI Yanchun

Publication type:

Article

Prediction of cancer-specific survival status of patients with early colorectal adenocarcinoma after endoscopic therapy based on machine learning algorithms.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 14, p. 2459, doi. 10.12102/j.issn.1009-6493.2024.14.003

By:

LI Zhihong;
CAI Yingbin;
WANG Yan;
FAN Hua;
Ahemai, Yiliminuer;
LI Zimei

Publication type:

Article

基于机器学习的老年慢性心力衰竭病人衰弱风险预测模型的构建.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 12, p. 2103, doi. 10.12102/j.issn.1009-6493.2024.12.007

By:

海瑞;
王慧;
张蓉;
徐亚萍;
杨益

Publication type:

Article

Risk prediction models for post-stroke cognitive impairment: a systematic review.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 10, p. 1725, doi. 10.12102/j.issn.1009-6493.2024.10.005

By:

ZHANG Jie;
XI Chongcheng;
KONG Yun;
ZHONG Kelong;
AN Xuemei

Publication type:

Article

基于随机森林算法的COPD 病人功能障碍的影响因素.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 5, p. 788, doi. 10.12102/j.issn.1009-6493.2024.05.006

By:

孟小暄;
张永媚;
王昕宇;
于镇婕;
沈悦好;
禹玺;
李艳娥;
王岚

Publication type:

Article

3 种机器学习算法对维持性血液透析病人衰弱风险预测性能比较.

Published in:

Chinese Nursing Research, 2024, v. 38, n. 1, p. 8, doi. 10.12102/j.issn.1009-6493.2024.01.002

By:

汪丹丹;
姚侃斐;
祝雪花

Publication type:

Article

基于随机森林模型的乳腺癌术后病人复发恐惧影响因素研究.

Published in:

Chinese Nursing Research, 2023, v. 37, n. 22, p. 3997, doi. 10.12102/j.issn.1009-6493.2023.22.003

By:

田朝霞;
李红梅;
杨佳;
郝婷

Publication type:

Article

Psychological capital status and influencing factors of breast cancer patients based on random forest model.

Published in:

Chinese Nursing Research, 2023, v. 37, n. 8, p. 1325, doi. 10.12102/j.issn.1009-6493.2023.08.002

By:

LI Na;
XU Chenxue;
HAN Ranran;
SUN Yuqian;
JIAO Guimei

Publication type:

Article

基于随机森林模型的哺乳期乳腺炎病人母乳喂养效果现状及影响因素分析

Published in:

Chinese Nursing Research, 2022, v. 36, n. 13, p. 2321, doi. 10.12102/j.issn.1009-6493.2022.13.011

By:

韩飞飞;
张大华;
郭红;
韩柳

Publication type:

Article

Predicting suicide attempt or suicide death following a visit to psychiatric specialty care: A machine learning study using Swedish national registry data.

Published in:

2020

By:

Chen, Qi;
Zhang-James, Yanli;
Barnett, Eric J.;
Lichtenstein, Paul;
Jokinen, Jussi;
D'Onofrio, Brian M.;
Faraone, Stephen V.;
Larsson, Henrik;
Fazel, Seena

Publication type:

journal article

RafterNet: Probabilistic Predictions in Multi-Response Regression.

Published in:

American Statistician, 2023, v. 77, n. 4, p. 406, doi. 10.1080/00031305.2022.2141857

By:

Hofert, Marius;
Prasad, Avinash;
Zhu, Mu

Publication type:

Article

From Black Box to Shining Spotlight: Using Random Forest Prediction Intervals to Illuminate the Impact of Assumptions in Linear Regression.

Published in:

American Statistician, 2022, v. 76, n. 4, p. 414, doi. 10.1080/00031305.2022.2107568

By:

Sage, Andrew J.;
Liu, Yang;
Sato, Joe

Publication type:

Article

High-Dimensional Imputation for the Social Sciences: A Comparison of State-of-The-Art Methods.

Published in:

Sociological Methods & Research, 2025, v. 54, n. 2, p. 448, doi. 10.1177/00491241231200194

By:

Costantini, Edoardo;
Lang, Kyle M.;
Reeskens, Tim;
Sijtsma, Klaas

Publication type:

Article

A Language-Based Method for Assessing Symbolic Boundary Maintenance between Social Groups.

Published in:

Sociological Methods & Research, 2022, v. 51, n. 4, p. 1681, doi. 10.1177/00491241221099555

By:

Bhatt, Anjali M.;
Goldberg, Amir;
Srivastava, Sameer B.

Publication type:

Article

Investor Confidence and Forecastability of US Stock Market Realized Volatility: Evidence from Machine Learning.

Published in:

Journal of Behavioral Finance, 2023, v. 24, n. 1, p. 111, doi. 10.1080/15427560.2021.1949719

By:

Gupta, Rangan;
Nel, Jacobus;
Pierdzioch, Christian

Publication type:

Article

A novel freezing crystallization‐HPLC method combined with machine learning for determining pigments and geographical classification of extra virgin olive oil.

Published in:

Journal of the American Oil Chemists' Society (JAOCS), 2025, v. 102, n. 6, p. 1029, doi. 10.1002/aocs.12947

By:

Lu, Cong‐Hui;
Gao, Yu;
Lu, Hui‐Yuan;
Shen, Wei‐Jian;
Muhire, Jules;
Lu, Zhi‐Bin;
Jing, Quan;
Huang, Xin‐Yi;
Pei, Dong;
Di, Duo‐Long

Publication type:

Article

Programmed differently? Testing for gender differences in Python programming style and quality on GitHub.

Published in:

Journal of Computer-Mediated Communication, 2024, v. 29, n. 1, p. 1, doi. 10.1093/jcmc/zmad049

By:

Brooke, Siân

Publication type:

Article

Quality of birth care and risk factors of length of stay after birth: A machine learning approach.

Published in:

Journal of Obstetrics & Gynaecology Research, 2024, v. 50, n. 10, p. 1848, doi. 10.1111/jog.16072

By:

Cinaroglu, Songul;
Saylan, Busra

Publication type:

Article

Construction of a diagnostic classifier for cervical intraepithelial neoplasia and cervical cancer based on XGBoost feature selection and random forest model.

Published in:

Journal of Obstetrics & Gynaecology Research, 2023, v. 49, n. 1, p. 296, doi. 10.1111/jog.15458

By:

Zhang, Jing;
Yang, Xiuqing;
Chen, Jia;
Han, Jing;
Chen, Xiaofeng;
Fan, Yueping;
Zheng, Hui

Publication type:

Article

Mental Health Monitoring and Detection Based on Machine Learning and IoT Data.

Published in:

International Journal of Information Technology & Decision Making, 2024, v. 23, n. 4, p. 1449, doi. 10.1142/S0219622022500973

By:

Mohsen, Belal;
Al-Khaleel, Osama;
Alfadhly, Abdullah

Publication type:

Article

An Ensemble Model for Stance Detection in Social Media Texts.

Published in:

International Journal of Information Technology & Decision Making, 2023, v. 22, n. 2, p. 737, doi. 10.1142/S0219622022500481

By:

Sherif, Sara S.;
Shawky, Doaa M.;
Fayed, Hatem A.

Publication type:

Article

A Deep Learning-Based Decision Support System for Mobile Performance Marketing.

Published in:

International Journal of Information Technology & Decision Making, 2023, v. 22, n. 2, p. 679, doi. 10.1142/S021962202250047X

By:

Matos, Luís Miguel;
Cortez, Paulo;
Mendes, Rui;
Moreau, Antoine

Publication type:

Article

A Hybrid Data-Driven Approach for Forecasting the Characteristics of Production Disruptions and Interruptions.

Published in:

International Journal of Information Technology & Decision Making, 2022, v. 21, n. 4, p. 1127, doi. 10.1142/S0219622022500171

By:

Bazargan-Lari, Mohammad Reza;
Taghipour, Sharareh

Publication type:

Article

A New Adaptive Weighted Deep Forest and Its Modifications.

Published in:

International Journal of Information Technology & Decision Making, 2020, v. 19, n. 04, p. 963, doi. 10.1142/S0219622020500236

By:

Utkin, Lev V.;
Konstantinov, Andrei V.;
Chukanov, Viacheslav S.;
Meldo, Anna A.

Publication type:

Article

Rule Extraction from Decision Trees Ensembles: New Algorithms Based on Heuristic Search and Sparse Group Lasso Methods.

Published in:

International Journal of Information Technology & Decision Making, 2017, v. 16, n. 6, p. 1707, doi. 10.1142/S0219622017500055

By:

Mashayekhi, Morteza;
Gras, Robin

Publication type:

Article

Optimizing municipal solid waste collection management through data mining: a case study in southern Brazil.

Published in:

Journal of Material Cycles & Waste Management, 2025, v. 27, n. 1, p. 59, doi. 10.1007/s10163-024-02081-8

By:

Dias, Janaína Lopes;
Sott, Michele Kremer;
Ferrão, Caroline Cipolatto;
Martini, Patrick Luiz;
Furtado, João Carlos;
Moraes, Jorge André Ribas

Publication type:

Article

Assessing the performance of machine learning models for default prediction under missing data and class imbalance: A simulation study.

Published in:

Orion, 2024, v. 40, n. 1, p. 1, doi. 10.5784/40-1-767

By:

Dube, Lindani;
Verster, Tanja

Publication type:

Article

Delamination Quantification by Haar Wavelets and Machine Learning.

Published in:

Mechanics of Composite Materials, 2022, v. 58, n. 2, p. 249, doi. 10.1007/s11029-022-10025-2

By:

Jaanuska, L.;
Hein, H.

Publication type:

Article

Modeling and predicting chiral stationary phase enantioselectivity: An efficient random forest classifier using an optimally balanced training dataset and an aggregation strategy.

Published in:

Journal of Separation Science, 2018, v. 41, n. 6, p. 1365, doi. 10.1002/jssc.201701334

By:

Piras, Patrick;
Sheridan, Robert;
Sherer, Edward C.;
Schafer, Wes;
Welch, Christopher J.;
Roussel, Christian

Publication type:

Article

Quantitative structure-property relationships of retention indices of some sulfur organic compounds using random forest technique as a variable selection and modeling method.

Published in:

Journal of Separation Science, 2016, v. 39, n. 19, p. 3835, doi. 10.1002/jssc.201600358

By:

Goudarzi, Nasser;
Shahsavani, Davood;
Emadi‐Gandaghi, Fereshteh;
Chamjangali, Mansour Arab

Publication type:

Article

Fusion of deep belief network and SVM regression for intelligence of urban traffic control system.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 17, p. 25685, doi. 10.1007/s11227-024-06386-1

By:

Soleimani, Alireza;
Farhang, Yousef;
Sangar, Amin Babazadeh

Publication type:

Article

Machine learning-driven performance assessment of network-on-chip architectures.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 16, p. 24483, doi. 10.1007/s11227-024-06340-1

By:

Patra, Ramapati;
Maji, Prasenjit;
Srivastava, Dipti Sakshi;
Mondal, Hemanta Kumar

Publication type:

Article

Serum microRNA is a biomarker for post-operative monitoring in glioma.

Published in:

Journal of Neuro-Oncology, 2020, v. 149, n. 3, p. 391, doi. 10.1007/s11060-020-03566-w

By:

Morokoff, Andrew;
Jones, Jordan;
Nguyen, Hong;
Ma, Chenkai;
Lasocki, Arian;
Gaillard, Frank;
Bennett, Iwan;
Luwor, Rod;
Stylli, Stanley;
Paradiso, Lucia;
Koldej, Rachel;
Paldor, Iddo;
Molania, Ramyar;
Speed, Terence P.;
Webb, Andrew;
Infusini, Guiseppe;
Li, Jason;
Malpas, Charles;
Kalincik, Tomas;
Drummond, Katharine

Publication type:

Article

Machine learning reveals multimodal MRI patterns predictive of isocitrate dehydrogenase and 1p/19q status in diffuse low- and high-grade gliomas.

Published in:

Journal of Neuro-Oncology, 2019, v. 142, n. 2, p. 299, doi. 10.1007/s11060-019-03096-0

By:

Zhou, Hao;
Chang, Ken;
Bai, Harrison X.;
Xiao, Bo;
Su, Chang;
Bi, Wenya Linda;
Zhang, Paul J.;
Senders, Joeky T.;
Vallières, Martin;
Kavouridis, Vasileios K.;
Boaro, Alessandro;
Arnaout, Omar;
Yang, Li;
Huang, Raymond Y.

Publication type:

Article

Forecasting European high-growth Firms - A Random Forest Approach.

Published in:

Journal of Industry, Competition & Trade, 2018, v. 18, n. 3, p. 253, doi. 10.1007/s10842-017-0257-0

By:

Weinblat, Jurij

Publication type:

Article

Prediction and analysis of preparation of cellulose nanocrystals with machine learning.

Published in:

Cellulose, 2023, v. 30, n. 10, p. 6273, doi. 10.1007/s10570-023-05260-2

By:

Wang, Hongzhen;
Du, Qin;
Liu, Yalin;
Cheng, Shijie

Publication type:

Article

Effects of climate change on the distribution of Hoplias malabaricus and its ecto- and endoparasite species in South America.

Published in:

Aquatic Ecology, 2024, v. 58, n. 3, p. 999, doi. 10.1007/s10452-024-10120-7

By:

de Melo, Henrique Paulo Silva;
Takemoto, Ricardo Massato;
Gonçalves, Gabriela Silva Ribeiro;
Frederico, Renata Guimaraes;
Virgilio, Lucena Rocha

Publication type:

Article

Searching for manatees in the dark waters of a transboundary river between Mexico and Belize: a predictive distribution model.

Published in:

Aquatic Ecology, 2021, v. 55, n. 1, p. 59, doi. 10.1007/s10452-020-09810-9

By:

Corona-Figueroa, M. F.;
Ríos, N.;
Castelblanco-Martínez, D. N.;
Vilchez-Mendoza, S.;
Delgado-Rodríguez, D.;
Niño-Torres, C. A.

Publication type:

Article

Retrospective de‐trending of wind site turbulence using machine learning.

Published in:

Wind Energy, 2022, v. 25, n. 7, p. 1173, doi. 10.1002/we.2720

By:

Tough, Fraser;
Hart, Edward

Publication type:

Article

An improved random forest model of short‐term wind‐power forecasting to enhance accuracy, efficiency, and robustness.

Published in:

Wind Energy, 2018, v. 21, n. 12, p. 1383, doi. 10.1002/we.2261

By:

Shi, Kunpeng;
Qiao, Ying;
Zhao, Wei;
Wang, Qing;
Liu, Menghua;
Lu, Zongxiang

Publication type:

Article

Statistical learning for wind power: A modeling and stability study towards forecasting.

Published in:

Wind Energy, 2017, v. 20, n. 12, p. 2037, doi. 10.1002/we.2139

By:

Fischer, Aurélie;
Montuelle, Lucie;
Mougeot, Mathilde;
Picard, Dominique

Publication type:

Article

A New Understanding of the Mechanism Controlling Water Inflow into Mines Based on the Stratigraphic Distribution Beneath Major Aquifers Through a Case Study of the Yijun Formation in the Binchang Mining Area, Shaanxi Province, China.

Published in:

Mine Water & the Environment, 2025, v. 44, n. 2, p. 275, doi. 10.1007/s10230-025-01028-1

By:

Xu, Jinpeng;
Liu, Baojie;
Chen, Mingyue;
Yao, Hua

Publication type:

Article

Random Forest Prediction of Crystal Structure from Diffraction Patterns.

Published in:

2023

By:

Gleason, Samuel P;
Rakowski, Alexander;
Ciston, Jim;
Ophus, Colin

Publication type:

Abstract

Mechanism of Nano‐Microplastics Exposure‐Induced Myocardial Fibrosis: DKK3‐Mediated Mitophagy Dysfunction and Pyroptosis.

Published in:

Journal of Biochemical & Molecular Toxicology, 2025, v. 39, n. 5, p. 1, doi. 10.1002/jbt.70245

By:

Xiong, Liang;
Xiong, Ziyi;
Hua, Juan;
Chen, Qi;
Wang, Dandan

Publication type:

Article