Works about RANDOM forest algorithms

Results: 5000

Estimation of mesophyll conductance in Ginkgo biloba from the PSII redox state using a machine learning approach.

Published in:

Tree Physiology, 2025, v. 45, n. 4, p. 1, doi. 10.1093/treephys/tpaf021

By:

Han, Jimei;
Li, Lehao;
Yang, Xin;
Wei, Zihan;
Su, Xina;
Cao, Fuliang;
Meng, Yuxuan;
Wu, Yang;
Dai, Tingting;
Wang, Guibin

Publication type:

Article

A Machine Learning Approach to Quantitative Analysis of Enamel Microstructure from Scanning Electron Microscopy Images.

Published in:

Small Structures, 2025, v. 6, n. 5, p. 1, doi. 10.1002/sstr.202400510

By:

Marsico, Carli;
Renteria, Cameron;
Grimm, Jack R.;
Fernandez‐Arteaga, Juliana;
Guillen, Donna;
Arola, Dwayne

Publication type:

Article

Local Economic Conditions Affect Aedes albopictus Management.

Published in:

EcoHealth, 2024, v. 21, n. 1, p. 9, doi. 10.1007/s10393-024-01682-x

By:

Cerri, Jacopo;
Sciandra, Chiara;
Contardo, Tania;
Bertolino, Sandro

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

Random Forest Prediction Intervals.

Published in:

American Statistician, 2020, v. 74, n. 4, p. 392, doi. 10.1080/00031305.2019.1585288

By:

Zhang, Haozhe;
Zimmerman, Joshua;
Nettleton, Dan;
Nordman, Daniel J.

Publication type:

Article

Building Intrapersonal Competencies in the First-Year Experience: Utilizing Random Forest, Cluster Analysis, and Linear Regression to Identify Students' Strengths and Opportunities for Institutional Improvement.

Published in:

Practical Assessment, Research & Evaluation, 2022, v. 27, p. 1

By:

Bresciani Ludvik, Marilee;
Shiming Zhang;
Kahn, Sandra;
Potter, Nina;
Richardson-Gates, Lisa;
Schellenberg, Stephen;
Saiki, Robyn;
Subedi, Nasima;
Harmata, Rebecca;
Monzon, Rey;
Timm, Randy;
Stronach, Jeanne;
Jost, Anna

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

Machine learning‐enabled risk prediction of self‐neglect among community‐dwelling older adults in China.

Published in:

Psychogeriatrics, 2025, v. 25, n. 1, p. 1, doi. 10.1111/psyg.13241

By:

Li, Teng‐fei;
Xu, Yuan;
Li, Jian‐wei;
He, Ye‐ke;
Liang, Yu‐ting;
Jiang, Guo‐qing;
Huang, Fen;
Sun, Ye‐huan;
Qin, Qi‐rong;
Li, Jie

Publication type:

Article

The effect of watching OTT late at night on the sleep pattern of users.

Published in:

Sleep & Biological Rhythms, 2023, v. 21, n. 4, p. 395, doi. 10.1007/s41105-023-00459-z

By:

Lee, Changjun;
Na, Cheongho;
Kim, Keungoui

Publication type:

Article

Random forest analysis of ICU nurses' knowledge, attitudes and practices in oral care for ventilator‐associated pneumonia prevention.

Published in:

Nursing in Critical Care, 2025, v. 30, n. 2, p. 1, doi. 10.1111/nicc.13289

By:

SuWen, Li;
YuYang, Huang;
Fengzhen, Wang

Publication type:

Article

Characteristics of the Gut Microbiota in Young Adults with Autism Spectrum Disorder.

Published in:

Journal of Integrative Neuroscience, 2023, v. 22, n. 6, p. 1, doi. 10.31083/j.jin2206141

By:

Xuying Pang;
Qiang Zhang;
Yuezhu Wang;
Yuzhi Zhan;
Min Guo;
Bin Chen;
Quan Li;
Huajun Zheng

Publication type:

Article

Random forest Granger causality for detection of effective brain connectivity using high-dimensional data.

Published in:

Journal of Integrative Neuroscience, 2016, v. 15, n. 1, p. 55, doi. 10.1142/S0219635216500035

By:

Furqan, Mohammad Shaheryar;
Siyal, Mohammad Yakoob

Publication type:

Article

An ensemble approach for circular RNA-disease association prediction using variational autoencoder and genetic algorithm.

Published in:

Journal of Bioinformatics & Computational Biology, 2024, v. 22, n. 4, p. 1, doi. 10.1142/S0219720024500185

By:

Salooja, C. M.;
Sanker, Arjun;
Deepthi, K.;
Jereesh, A. S.

Publication type:

Article

Protein–protein interaction site prediction using random forest proximity distance.

Published in:

Journal of Bioinformatics & Computational Biology, 2021, v. 19, n. 1, p. N.PAG, doi. 10.1142/S0219720020500420

By:

Qiu, Zhijun;
Liu, Qingjie

Publication type:

Article

An integrated framework for identification of effective and synergistic anti-cancer drug combinations.

Published in:

Journal of Bioinformatics & Computational Biology, 2018, v. 16, n. 5, p. N.PAG, doi. 10.1142/S0219720018500178

By:

Sharma, Aman;
Rani, Rinkle

Publication type:

Article

Estimation of relative effectiveness of phylogenetic programs by machine learning.

Published in:

Journal of Bioinformatics & Computational Biology, 2014, v. 12, n. 2, p. -1, doi. 10.1142/S0219720014410042

By:

Krivozubov, Mikhail;
Goebels, Florian;
Spirin, Sergei

Publication type:

Article

RECOGNISING DISCOURSE CAUSALITY TRIGGERS IN THE BIOMEDICAL DOMAIN.

Published in:

Journal of Bioinformatics & Computational Biology, 2013, v. 11, n. 6, p. 1, doi. 10.1142/S0219720013430087

By:

MIHĂILĂ, CLAUDIU;
ANANIADOU, SOPHIA

Publication type:

Article

Prediction of Solid Propellant Burning Rate Characteristics Using Machine Learning Techniques.

Published in:

Propellants, Explosives, Pyrotechnics, 2023, v. 48, n. 4, p. 1, doi. 10.1002/prep.202200267

By:

Klinger, Daniel;
Casey, Alex;
Manship, Tim;
Son, Steven;
Strachan, Alejandro

Publication type:

Article

Prediction of Solid Propellant Burning Rate Characteristics Using Machine Learning Techniques.

Published in:

Propellants, Explosives, Pyrotechnics, 2023, v. 48, n. 4, p. 1, doi. 10.1002/prep.202200267

By:

Klinger, Daniel;
Casey, Alex;
Manship, Tim;
Son, Steven;
Strachan, Alejandro

Publication type:

Article

Forecasting Fiscal Crises in Emerging Markets and Low-Income Countries with Machine Learning Models.

Published in:

Open Economies Review, 2024, v. 35, n. 1, p. 189, doi. 10.1007/s11079-023-09722-9

By:

De Marchi, Raffaele;
Moro, Alessandro

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

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

Microbial Community Succession Along a Chronosequence in Constructed Salt Marsh Soils.

Published in:

Microbial Ecology, 2023, v. 85, n. 3, p. 931, doi. 10.1007/s00248-023-02189-8

By:

Kim, Carol;
Staver, Lorie W.;
Chen, Xuan;
Bulseco, Ashley;
Cornwell, Jeffrey C.;
Malkin, Sairah Y.

Publication type:

Article

Analysis of Postmortem Intestinal Microbiota Successional Patterns with Application in Postmortem Interval Estimation.

Published in:

Microbial Ecology, 2022, v. 84, n. 4, p. 1087, doi. 10.1007/s00248-021-01923-4

By:

Liu, Ruina;
Wang, Qi;
Zhang, Kai;
Wu, Hao;
Wang, Gongji;
Cai, Wumin;
Yu, Kai;
Sun, Qinru;
Fan, Shuanliang;
Wang, Zhenyuan

Publication type:

Article

Synergistic Impacts of Arsenic and Antimony Co-contamination on Diazotrophic Communities.

Published in:

Microbial Ecology, 2022, v. 84, n. 1, p. 44, doi. 10.1007/s00248-021-01824-6

By:

Li, Yongbin;
Lin, Hanzhi;
Gao, Pin;
Yang, Nie;
Xu, Rui;
Sun, Xiaoxu;
Li, Baoqin;
Xu, Fuqing;
Wang, Xiaoyu;
Song, Benru;
Sun, Weimin

Publication type:

Article

Time domain load extrapolation and load spectrum construction method for CNC machine tool servo tool turret loads based on improved entropy weight-Topsis.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 137, n. 11, p. 5683, doi. 10.1007/s00170-025-15470-6

By:

He, Jialong;
Zhang, Linjie;
Zhao, Qinzhi;
Wang, Liang;
Gao, Xiufeng;
An, Yang;
Jin, Xingze

Publication type:

Article

Estimation of the backlash size on rack-and-pinion drives of machine tools using supervised learning classification methods.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 137, n. 9, p. 5279, doi. 10.1007/s00170-025-15427-9

By:

Zenn, Wiebke;
Herold, Sven;
Melz, Tobias

Publication type:

Article

Tube wrinkle state estimation in bending machine using servo signal analysis and random forests.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 136, n. 7/8, p. 3329, doi. 10.1007/s00170-025-15036-6

By:

Wu, Tian-Yau;
Hung, Yu-Chuan

Publication type:

Article

Feasibility of a clouds and edge computing scheme for internal due date assignment in advanced manufacturing systems.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 136, n. 5, p. 2893, doi. 10.1007/s00170-024-14980-z

By:

Chen, Tin-Chih Toly;
Lin, Chi-Wei

Publication type:

Article

Prediction of surface roughness of tempered steel AISI 1060 under effective cooling using super learner machine learning.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 136, n. 3, p. 1421, doi. 10.1007/s00170-024-14952-3

By:

Ziyad, Firi;
Alemayehu, Habtamu;
Wogaso, Desalegn;
Dadi, Firomsa

Publication type:

Article

Efficient weld bead recognition for robotic grinding using laser vision and machine learning.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 136, n. 3, p. 1327, doi. 10.1007/s00170-024-14937-2

By:

Chung, Chunhui;
Chang, Kai-Bo;
Kuo, Jia-Wei

Publication type:

Article

Machine learning application for wear rate prediction of WC/Co-based cermet with different content of Ni, Cr, TiC, TaC, and NbC.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 135, n. 11, p. 5945, doi. 10.1007/s00170-024-14862-4

By:

Harouz, Riad;
Zelmatı, Djamel;
Khelil, Khaled

Publication type:

Article

A data-driven framework for predicting machining stability: employing simulated data, operational modal analysis, and enhanced transfer learning.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 135, n. 11, p. 5843, doi. 10.1007/s00170-024-14841-9

By:

Coble, Jamie;
Alberts, Matthew;
St. John, Sam;
Odie, Simon;
Khojandi, Anahita;
Jared, Bradley;
Schmitz, Tony;
Karandikar, Jaydeep

Publication type:

Article

Intelligent optimization of cold radial forging process for 20CrMnTiH alloy based on GA-BP and performance analysis.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 135, n. 9/10, p. 4281, doi. 10.1007/s00170-024-14713-2

By:

Xu, Wenxia;
Wang, Zhaohui;
Zhu, Xuwen;
Zhang, Bowen;
Zheng, Zecheng;
Lv, Mi;
Wang, Hongxia

Publication type:

Article

Predicting tool life and sound pressure levels in dry turning using machine learning models.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 135, n. 7/8, p. 3777, doi. 10.1007/s00170-024-14689-z

By:

Souza, Alex Fernandes de;
Verri, Filipe Alves Neto;
Campos, Paulo Henrique da Silva;
Balestrassi, Pedro Paulo

Publication type:

Article

Prediction of surface roughness in duplex stainless steel top milling using machine learning techniques.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 134, n. 5/6, p. 2939, doi. 10.1007/s00170-024-14290-4

By:

Vasconcelos, Guilherme Augusto Vilas Boas;
Francisco, Matheus Brendon;
de Oliveira, Carlos Henrique;
Barbedo, Elioenai Levi;
de Souza, Luiz Gustavo Paes;
de Lourdes Noronha Motta Melo, Mirian

Publication type:

Article

Surrogate gradient methods for data-driven foundry energy consumption optimization.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 134, n. 3/4, p. 2005, doi. 10.1007/s00170-024-14219-x

By:

Chen, Shikun;
Kaufmann, Tim;
Martin, Robert J.

Publication type:

Article

Enhancing the effectiveness of output projection in wafer fabrication using an Industry 4.0 and XAI approach.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 134, n. 1/2, p. 113, doi. 10.1007/s00170-024-14105-6

By:

Chen, Tin-Chih Toly;
Wang, Yu-Cheng;
Lin, Chi-Wei

Publication type:

Article

Effects of process parameters on the surface characteristics of laser powder bed fusion printed parts: machine learning predictions with random forest and support vector regression.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 133, n. 11/12, p. 5611, doi. 10.1007/s00170-024-14087-5

By:

Dejene, Naol Dessalegn;
Lemu, Hirpa G.;
Gutema, Endalkachew Mosisa

Publication type:

Article

Roughness prediction using machine learning models in hard turning: an approach to avoid rework and scrap.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 133, n. 9/10, p. 4205, doi. 10.1007/s00170-024-13951-8

By:

de Souza, Luiz Gustavo Paes;
Vasconcelos, Guilherme Augusto Vilas Boas;
Costa, Lucas Alves Ribeiro;
Francisco, Matheus Brendon;
de Paiva, Anderson Paulo;
Ferreira, João Roberto

Publication type:

Article

Chatter detection in simulated machining data: a simple refined approach to vibration data.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 132, n. 9/10, p. 4541, doi. 10.1007/s00170-024-13590-z

By:

Alberts, Matthew;
St. John, Sam;
Jared, Bradley;
Karandikar, Jaydeep;
Khojandi, Anahita;
Schmitz, Tony;
Coble, Jamie

Publication type:

Article

Material recognition method to enable adaptive drilling of multi-material aerospace stacks.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 131, n. 2, p. 779, doi. 10.1007/s00170-023-12046-0

By:

Haoua, Abdoulaye Affadine;
Rey, Pierre-André;
Cherif, Mehdi;
Abisset-Chavanne, Emmanuelle;
Yousfi, Wadii

Publication type:

Article

Multi-objective optimization of process parameters for laser metal deposition of NiTi shape memory alloy based on neural network and genetic algorithm.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 130, n. 9/10, p. 4663, doi. 10.1007/s00170-024-12974-5

By:

Gao, Jiali;
Wang, Xu;
Wang, Chi;
Hao, Yunbo;
Liang, Xudong;
Li, Weiqi;
Zhao, Kai

Publication type:

Article

Process parameters design of squeeze casting through SMR ensemble model and ACO.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 130, n. 5/6, p. 2687, doi. 10.1007/s00170-023-12805-z

By:

Deng, Jianxin;
Wang, Ling;
Liu, Gang;
You, Dongdong;
Wu, Xiusong;
Liang, Jiawei

Publication type:

Article

Investigation of residual stresses of multi-layer multi-track components built by directed energy deposition: experimental, numerical, and time-series machine-learning studies.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 130, n. 1/2, p. 329, doi. 10.1007/s00170-023-12661-x

By:

Mirazimzadeh, Seyedeh Elnaz;
Mohajernia, Bita;
Pazireh, Syamak;
Urbanic, Jill;
Jianu, Ofelia

Publication type:

Article

Design of intelligent manufacturing IoT sensing system for polymer process monitoring.

Published in:

International Journal of Advanced Manufacturing Technology, 2023, v. 129, n. 7/8, p. 2933, doi. 10.1007/s00170-023-12510-x

By:

Wang, Zhi-Hao;
Li, Yi-Ting;
Wu, Yu-Chan

Publication type:

Article

Kiln predictive modelization for performance optimization.

Published in:

International Journal of Advanced Manufacturing Technology, 2023, v. 127, n. 3/4, p. 1333, doi. 10.1007/s00170-023-11563-2

By:

Toum Benchekroun, Mohammed;
Zaki, Smail;
Aboussaleh, Mohamed

Publication type:

Article