Works about STATISTICAL learning

Results: 2543

A narrative review of the use of PROMs and machine learning to impact value-based clinical decision-making.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03083-8

By:

Pruski, Michal;
Willis, Simone;
Withers, Kathleen

Publication type:

Article

Interactive graphics for visually diagnosing forest classifiers in R.

Published in:

Computational Statistics, 2025, v. 40, n. 6, p. 3105, doi. 10.1007/s00180-023-01323-x

By:

da Silva, Natalia;
Cook, Dianne;
Lee, Eun-Kyung

Publication type:

Article

Application of Machine Learning to the Analysis of Thermal Storage System.

Published in:

Heat Transfer, 2025, v. 54, n. 4, p. 2922, doi. 10.1002/htj.23331

By:

Mohan, Sooraj;
Barboza, Augustine B. V.;
Ashwini, K.;
Dinesha, P.

Publication type:

Article

Epoxidised Philippine natural rubber for tough and versatile 3D printable resins: a mixture design and neural network approach.

Published in:

Journal of Rubber Research, 2025, v. 28, n. 2, p. 255, doi. 10.1007/s42464-025-00302-9

By:

Calabia, Roland Oliver A.;
Gomez, Joseph Emmanuel D.;
Lasala, Ian M.;
Ligsay, Carlos Miguel A.;
Maalihan, Reymark D.;
Aquino, Anita P.;
Sangalang, Reygan H.

Publication type:

Article

A normative principle governing memory transfer in cerebellar motor learning.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-60511-z

By:

Bae, Hyojin;
Seo, Jewoo;
Kim, Chang-Eop;
Kim, Sang Jeong

Publication type:

Article

Scattering-Based Machine Learning Algorithms for Momentum Estimation in Muon Tomography.

Published in:

Particles (2571-712X), 2025, v. 8, n. 2, p. 43, doi. 10.3390/particles8020043

By:

Bury, Florian;
Lagrange, Maxime

Publication type:

Article

Affine Calculus for Constrained Minima of the Kullback–Leibler Divergence.

Published in:

Stats, 2025, v. 8, n. 2, p. 25, doi. 10.3390/stats8020025

By:

Pistone, Giovanni

Publication type:

Article

Bayesian Meta‐Learning for Few‐Shot Reaction Outcome Prediction of Asymmetric Hydrogenation of Olefins.

Published in:

Angewandte Chemie, 2025, v. 137, n. 27, p. 1, doi. 10.1002/ange.202503821

By:

Singh, Sukriti;
Hernández‐Lobato, José Miguel

Publication type:

Article

Hierarchical Multi-Scale Decomposition and Deep Learning Ensemble Framework for Enhanced Carbon Emission Prediction.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 1924, doi. 10.3390/math13121924

By:

Sun, Yinuo;
Qu, Zhaoen;
Liu, Zhuodong;
Li, Xiangyu

Publication type:

Article

Investigating memory episodes in location probability learning: Can altering response features reset spatial bias?

Published in:

Attention, Perception & Psychophysics, 2025, v. 87, n. 5, p. 1518, doi. 10.3758/s13414-025-03106-6

By:

Yu, Xinger;
Woodman, Geoffrey F.

Publication type:

Article

Location probability learning in visual search of targets with low prevalence.

Published in:

Attention, Perception & Psychophysics, 2025, v. 87, n. 5, p. 1442, doi. 10.3758/s13414-025-03100-y

By:

Holtz, Emma C.;
Lee, Vanessa G.

Publication type:

Article

Cueing distractors is effective when the incentive to suppress is high.

Published in:

Attention, Perception & Psychophysics, 2025, v. 87, n. 5, p. 1416, doi. 10.3758/s13414-025-03075-w

By:

Heuer, Anna;
Schubö, Anna

Publication type:

Article

Phenotype-Driven Variability in Longitudinal Body Composition Changes After a Very Low-Calorie Ketogenic Intervention: A Machine Learning Cluster Approach.

Published in:

Journal of Personalized Medicine, 2025, v. 15, n. 6, p. 251, doi. 10.3390/jpm15060251

By:

de la O, Victor;
de Cuevillas, Begoña;
Henkrich, Miksa;
Vizmanos, Barbara;
Nuñez-Garcia, Maitane;
Sajoux, Ignacio;
de Luis, Daniel;
Martínez, J. Alfredo

Publication type:

Article

Machine learning for the prediction of spontaneous preterm birth using early second and third trimester maternal blood gene expression: A cautionary tale.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0310937

By:

Hornaday, Kylie K.;
Werbicki, Ty;
Tough, Suzanne C.;
Wood, Stephen L.;
Anderson, David W.;
Li, Constance H.;
Slater, Donna M.

Publication type:

Article

Tuning Matters: Comparing Lambda Optimization Approaches for Ridge Regression in Genomic Prediction.

Published in:

Genes, 2025, v. 16, n. 6, p. 618, doi. 10.3390/genes16060618

By:

Montesinos-López, Osval A.;
Barajas-Ramirez, Eduardo A.;
Montesinos-López, Abelardo;
Lecumberry, Federico;
Fariello, María Inés;
Montesinos-López, José Cricelio;
Ramirez Alcaraz, Juan Manuel;
Crossa, José;
Howard, Reka

Publication type:

Article

Introducing Variational Inference in Statistics and Data Science Curriculum.

Published in:

American Statistician, 2024, v. 78, n. 3, p. 359, doi. 10.1080/00031305.2023.2232006

By:

Kejzlar, Vojtech;
Hu, Jingchen

Publication type:

Article

Demystifying Statistical Learning Based on Efficient Influence Functions.

Published in:

American Statistician, 2022, v. 76, n. 3, p. 292, doi. 10.1080/00031305.2021.2021984

By:

Hines, Oliver;
Dukes, Oliver;
Diaz-Ordaz, Karla;
Vansteelandt, Stijn

Publication type:

Article

The Gap-Closing Estimand: A Causal Approach to Study Interventions That Close Disparities Across Social Categories.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 2, p. 507, doi. 10.1177/00491241211055769

By:

Lundberg, Ian

Publication type:

Article

Principled Machine Learning Using the Super Learner: An Application to Predicting Prison Violence.

Published in:

Sociological Methods & Research, 2019, v. 48, n. 3, p. 698, doi. 10.1177/0049124117747301

By:

Baćak, Valerio;
Kennedy, Edward H.

Publication type:

Article

Toward a Model of Statistical Learning and Reading: Evidence From a Meta-Analysis.

Published in:

Review of Educational Research, 2022, v. 92, n. 4, p. 651, doi. 10.3102/00346543211073188

By:

Lee, Stephen Man-Kit;
Cui, Yanmengna;
Tong, Shelley Xiuli

Publication type:

Article

Employing Google Trends and Deep Learning in Forecasting Financial Market Turbulence.

Published in:

Journal of Behavioral Finance, 2022, v. 23, n. 3, p. 353, doi. 10.1080/15427560.2021.1913160

By:

Petropoulos, Anastasios;
Siakoulis, Vasileios;
Stavroulakis, Evangelos;
Lazaris, Panagiotis;
Vlachogiannakis, Nikolaos

Publication type:

Article

Using the power of machine learning in sales research: process and potential.

Published in:

Journal of Personal Selling & Sales Management, 2023, v. 43, n. 3, p. 178, doi. 10.1080/08853134.2022.2128812

By:

Glackin, Caroline E. W.;
Adivar, Murat

Publication type:

Article

An optimisation approach towards soccer Fantasy Premiere League team selection.

Published in:

Orion, 2024, v. 40, n. 1, p. 69, doi. 10.5784/40-1-004

By:

Venter, V.;
van Vuuren, J. H.

Publication type:

Article

A column generation approach for product targeting optimisation within the banking industry.

Published in:

Orion, 2022, v. 38, n. 2, p. 203, doi. 10.5784/38-2-764

By:

van Niekerk, J.;
Terblanche, S. E.

Publication type:

Article

Discrete-type Approximations for Non-Markovian Optimal Stopping Problems: Part II.

Published in:

Methodology & Computing in Applied Probability, 2020, v. 22, n. 3, p. 1221, doi. 10.1007/s11009-019-09764-y

By:

Bezerra, Sérgio C.;
Ohashi, Alberto;
Russo, Francesco;
de Souza, Francys

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

Statistical learning of blunt cerebrovascular injury risk factors using the elastic net.

Published in:

Emergency Radiology, 2021, v. 28, n. 5, p. 929, doi. 10.1007/s10140-021-01949-8

By:

Cooper, Maxwell E.;
Risk, Benjamin;
Corey, Amanda;
Fountain, Arthur J.;
Allen, Jason W.

Publication type:

Article

A flash flood susceptibility prediction and partitioning method based on GeoDetector and random forest.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 4, p. 1377, doi. 10.1007/s00477-025-02922-4

By:

Ke, Xinyue;
Wang, Ni;
Xiu, Yuan;
Dong, Zhenyu;
Wang, Tingting

Publication type:

Article

Advancements in weather forecasting for precision agriculture: From statistical modeling to transformer-based architectures.

Published in:

Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 9, p. 3695, doi. 10.1007/s00477-024-02778-0

By:

Hachimi, Chouaib El;
Belaqziz, Salwa;
Khabba, Saïd;
Hssaine, Bouchra Ait;
Kharrou, Mohamed Hakim;
Chehbouni, Abdelghani

Publication type:

Article

MSTL-NNAR: a new hybrid model of machine learning and time series decomposition for wind speed forecasting.

Published in:

Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 7, p. 2613, doi. 10.1007/s00477-024-02701-7

By:

Elseidi, Mohammed

Publication type:

Article

Impact of geophysical and anthropogenic factors on wildfire size: a spatiotemporal data-driven risk assessment approach using statistical learning.

Published in:

Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 4, p. 1103, doi. 10.1007/s00477-021-02087-w

By:

Masoudvaziri, Nima;
Ganguly, Prasangsha;
Mukherjee, Sayanti;
Sun, Kang

Publication type:

Article

A comparison of statistical and machine learning methods for debris flow susceptibility mapping.

Published in:

Stochastic Environmental Research & Risk Assessment, 2020, v. 34, n. 11, p. 1887, doi. 10.1007/s00477-020-01851-8

By:

Liang, Zhu;
Wang, Chang-Ming;
Zhang, Zhi-Min;
Khan, Kaleem-Ullah-Jan

Publication type:

Article

Stepwise extreme learning machine for statistical downscaling of daily maximum and minimum temperature.

Published in:

Stochastic Environmental Research & Risk Assessment, 2019, v. 33, n. 4-6, p. 1035, doi. 10.1007/s00477-019-01680-4

By:

MoradiKhaneghahi, Mahsa;
Lee, Taesam;
Singh, Vijay P.

Publication type:

Article

Teaching Tools for Enhancing Student Engagement in Higher Education.

Published in:

Multidisciplinary Journal of School Education, 2024, v. 13, n. 2, p. 351, doi. 10.35765/mjse.2024.1326.17

By:

Nicolas, Habib Chamoun;
Pérez, Francisco Rabadán;
Ramírez-Muñoz, María Victoria

Publication type:

Article

Unfolding 3D Space into Binary Images for Daylight Simulation via Neural Network.

Published in:

Journal of Daylighting, 2023, v. 10, n. 2, p. 204, doi. 10.15627/jd.2023.17

By:

Daoru Wang;
Wayne Place;
Jianxin Hu;
Soolyeon Cho;
Tianqi Yu;
Xiaoqi Zhan;
Zichu Tian

Publication type:

Article

基于流形邻域保持嵌入分布对齐的轴承故障诊断方法.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 24, p. 189, doi. 10.3969/j.issn.1001-3881.2024.24.029

By:

钱孟浩;
李彥廷;
郑哲;
刘海盈;
王晓宁;
董飞

Publication type:

Article

Establishment of M2 macrophage-related prognostic signature in pancreatic ductal adenocarcinoma.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02838-z

By:

Chen, Hui;
Yin, Jingyang;
Wang, Xianxing;
Xia, Renpei;
Qin, Fanbo;
Li, Zhuo;
Yang, Jiali;
Liu, Changjiang;
Guo, Shixiang;
Wang, Huaizhi

Publication type:

Article

Development of Software Module for Recognizing Traffic Flows Through Deep Learning.

Published in:

Journal of Industrial Integration & Management, 2023, v. 8, n. 2, p. 175, doi. 10.1142/S2424862222500178

By:

Gorodnichev, Mikhail G;
Erokhin, Sergey D;
Sheremetev, Alexander V;
Gematudinov, Rinat A;
Moseva, Marina S

Publication type:

Article

A novel parameter decoupling approach of personalised federated learning for image analysis.

Published in:

IET Computer Vision (Wiley-Blackwell), 2023, v. 17, n. 8, p. 913, doi. 10.1049/cvi2.12204

By:

Su, Ruizheng;
Pang, Xiongwen;
Wang, Hui

Publication type:

Article

A multi‐scale feature representation and interaction network for underwater object detection.

Published in:

IET Computer Vision (Wiley-Blackwell), 2023, v. 17, n. 3, p. 265, doi. 10.1049/cvi2.12161

By:

Yuan, Jiaojiao;
Hu, Yongli;
Sun, Yanfeng;
Yin, Baocai

Publication type:

Article

A new approach for quality-adjusting PPI microprocessors.

Published in:

Monthly Labor Review, 2018, p. 1, doi. 10.21916/mlr.2018.29

By:

Sawyer, Steven D.;
So, Alvin

Publication type:

Article

Fog Computing and Industry 4.0 for Newsvendor Inventory Model Using Attention Mechanism and Gated Recurrent Unit.

Published in:

Logistics (2305-6290), 2024, v. 8, n. 2, p. 56, doi. 10.3390/logistics8020056

By:

Gonzalez, Joaquin;
Avelar Sosa, Liliana;
Bravo, Gabriel;
Cruz-Mejia, Oliverio;
Mejia-Muñoz, Jose-Manuel

Publication type:

Article

Deep Learning and Statistical Models for Forecasting Transportation Demand: A Case Study of Multiple Distribution Centers.

Published in:

Logistics (2305-6290), 2023, v. 7, n. 4, p. 86, doi. 10.3390/logistics7040086

By:

Mamede, Fábio Polola;
da Silva, Roberto Fray;
de Brito Junior, Irineu;
Yoshizaki, Hugo Tsugunobu Yoshida;
Hino, Celso Mitsuo;
Cugnasca, Carlos Eduardo

Publication type:

Article

Comparison of Tree-Based Ensemble Algorithms for Merging Satellite and Earth-Observed Precipitation Data at the Daily Time Scale.

Published in:

Hydrology (2306-5338), 2023, v. 10, n. 2, p. 50, doi. 10.3390/hydrology10020050

By:

Papacharalampous, Georgia;
Tyralis, Hristos;
Doulamis, Anastasios;
Doulamis, Nikolaos

Publication type:

Article

Assessing Hydrological Simulations with Machine Learning and Statistical Models.

Published in:

Hydrology (2306-5338), 2023, v. 10, n. 2, p. 49, doi. 10.3390/hydrology10020049

By:

Rozos, Evangelos

Publication type:

Article

Development of Rating Curves: Machine Learning vs. Statistical Methods.

Published in:

Hydrology (2306-5338), 2022, v. 9, n. 10, p. 166, doi. 10.3390/hydrology9100166

By:

Rozos, Evangelos;
Leandro, Jorge;
Koutsoyiannis, Demetris

Publication type:

Article

Time-series prediction and forecasting of ambient noise levels using deep learning and machine learning techniques.

Published in:

Noise Control Engineering Journal, 2022, v. 70, n. 5, p. 456, doi. 10.3397/1/377039

By:

Tiwari, S. K.;
Kumaraswamidhas, L. A.;
Garg, N.

Publication type:

Article

The Wells-Du Bois Protocol for Machine Learning Bias: Building Critical Quantitative Foundations for Third Sector Scholarship.

Published in:

Voluntas: International Journal of Voluntary & Nonprofit Organizations, 2023, v. 34, n. 1, p. 170, doi. 10.1007/s11266-022-00479-2

By:

Monroe-White, Thema;
Lecy, Jesse

Publication type:

Article

Estudio preliminar de la orientación del contenido estadístico durante el proceso de formación del profesional de Cultura Física.

Published in:

PODIUM- Revista de Ciencia y Tecnologia en la Cultura Física, 2021, v. 16, n. 2, p. 576

By:

Jorrin Carbó, Enilda Mariselis;
Quintana Rodríguez, Danay;
Kessel Rodríguez, Juan Gustavo

Publication type:

Article

The teaching-learning of statistics for computer engineers focused on the project method.

Published in:

Mendive - Revista de Educacion, 2022, v. 20, n. 2, p. 602

By:

Roig-Armas, Susana;
Luis Mena-Lorenzo, Jorge;
Alberto Mena-Lorenzo, Juan;
Estrada-Roca, Assumpta

Publication type:

Article