Search Results - "Statistical learning"

A Stability Principle for Learning Under Nonstationarity.

Authors: Huang, Chengpiao Wang, Kaizheng

Source: Operations Research. Nov/Dec2025, Vol. 73 Issue 6, p3044-3064. 21p.

A unified high-dimensional statistical learning framework for functional data analysis and spatio-temporal modeling in complex systems.

Authors: Sivasankari, A. Kalins, B. Karuppusamy, E.

Source: Mathematics in Engineering, Science & Aerospace (MESA). 2026, Vol. 17 Issue 2, p703-711. 9p.

Towards Optimal Problem Dependent Generalization Error Bounds in Statistical Learning Theory.

Authors: Xu, Yunbei Zeevi, Assaf

Source: Mathematics of Operations Research (INFORMS). Feb2025, Vol. 50 Issue 1, p40-67. 28p.

ADAPTIVE NONLINEAR ENSEMBLE LEARNING WITH DISTRIBUTION-FREE GENERALIZATION BOUNDS FOR HIGH-DIMENSIONAL DATA.

Authors: RATHER, KHALID UL ISLAM NANDAN, DURGESH

Source: Reliability: Theory & Applications. Mar2026, Vol. 21 Issue 1, p420-427. 8p.

Subjects: Ensemble learning, Statistical learning, Robust statistics, Statistical reliability, Prediction models

How Much Can Machines Learn Finance from Chinese Text Data?

Authors: Zhou, Yang Fan, Jianqing Xue, Lirong

Source: Management Science (INFORMS). Dec2024, Vol. 70 Issue 12, p8962-8987. 26p.

Data-Driven Prioritization of User Requirements in Health E-Commerce: An Explainable Machine Learning Study.

Authors: Meng, Fanyong Jia, Yincan

Source: Journal of Theoretical & Applied Electronic Commerce Research; Apr2026, Vol. 21 Issue 4, p104, 25p

Drinking water quality evaluation and machine learning regression based analysis for surface water quality assessment in the Rourkela City, Odisha (India).

Authors: Das, Abhijeet¹ (AUTHOR) das.abhijeetlaltu1999@gmail.com

Source: Discover Environment. 3/23/2026, Vol. 4 Issue 1, p1-47. 47p.

Linguistic structure and language familiarity sharpen phoneme encoding in the brain.

Authors: Tezcan, Filiz Ten Oever, Sanne Bai, Fan et al.

Source: Communications Biology. 3/20/2026, Vol. 9 Issue 1, p1-17. 17p.

Balanced Marginal and Joint Distributional Learning for Tabular Data Synthesis via Mixture Cramer–Wold Distance †.

Authors: An, Seunghwan Hong, Sungchul Jeon, Jong-June

Source: Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 6, p2928, 22p

Lehren und Lernen mit ChatGPT im Statistikpraktikum: Ein Erfahrungsbericht.

Authors: Ebner, Bruno Höfer, Sebastian Pabst, Dominik

Source: Mitteilungen der DMV. Mar2026, Vol. 34 Issue 1, p17-24. 8p.

Exploring phonological complexity in statistical learning of artificial words.

Authors: Maggu, Akshay R. Overath, Tobias

Source: PLoS ONE. 2/3/2026, Vol. 21 Issue 2, p1-13. 13p.

Water Resource Allocation: A Learning-Based Optimization Framework for Sustainable Decision-Making Under Uncertainty.

Authors: Mallek, Marwa Haddar, Boukthir Elleuch, Mohamed Ali et al.

Source: Environments (2076-3298). Feb2026, Vol. 13 Issue 2, p105. 31p.

Delineating Soybean Mega-Environments Across State Lines: A Statistical Learning Approach to Multi-State Official Variety Trial Analysis.

Authors: Mirahki, Isaac Bond, Richard Heiniger, Ryan et al.

Source: Agronomy. Feb2026, Vol. 16 Issue 3, p376. 32p.

A Machine Learning-Based Data-Driven Model for Predicting Wastewater Quality Parameters in the Industrial Domain.

Authors: Carbureanu, Madalina Gheorghe, Catalina Gabriela

Source: Applied Sciences (2076-3417); Jan2026, Vol. 16 Issue 2, p694, 33p

A Matrix-Statistics-Aware Attention Mechanism for Robust RUL Estimation in Aero-Engines.

Authors: Hatipoğlu, Ayşenur Yılmaz, Ersen

Source: Applied Sciences (2076-3417); Jan2026, Vol. 16 Issue 1, p169, 28p

Optimizing Drilling in Brownfield Ni-Cu Depositional Systems Based on the Integration of Geochemical, Geophysical and Drill-Hole Data.

Authors: Scheidt, Céline Neto, Francisco Tomazoni Yin, David Zhen et al.

Source: Minerals (2075-163X). Jan2026, Vol. 16 Issue 1, p82. 20p.

KNN-Based Maximization of Weighted Expected Prediction Error for Adaptive Kriging Modeling.

Authors: Shen, Jingfang Xia, Yu Li, Yaohui et al.

Source: Applied Sciences (2076-3417); Dec2025, Vol. 15 Issue 24, p13149, 28p

AI-Based Inference System for Concrete Compressive Strength: Multi-Dataset Analysis of Optimized Machine Learning Algorithms.

Authors: Olvera-Mayorga, Carlos Eduardo López-Martínez, Manuel de Jesús Rodríguez-Rodríguez, José A. et al.

Source: Applied Sciences (2076-3417); Dec2025, Vol. 15 Issue 23, p12383, 33p

Applications of Machine Learning in High-Entropy Alloys: Phase Prediction, Performance Optimization, and Compositional Space Exploration.

Authors: Xu, Xiaotian He, Zhongping Zheng, Kaiyuan et al.

Source: Metals (2075-4701); Dec2025, Vol. 15 Issue 12, p1349, 55p

Efecto del Aprendizaje Estadístico en la Percepción de Concordancia Sintáctica en Aprendientes de Inglés en Educación Superior.

Alternate Title: The Effect of Statistical Learning on the Perception of Syntactic Agreement in English Learners in Higher Education.

Authors: Ochoa, María Gabriela Salazar¹ mariasalazar@uv.mx

Source: Revista Internacional de Ciencias Sociales Interdisciplinares. dic2025, Vol. 13 Issue 2, p35-56. 22p.