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Research article

First published 2024-4

Active preference-based Gaussian process regression for reward learning and optimization

Erdem Bıyık, Nicolas Huynh, Mykel J. Kochenderfer [...]

The International Journal of Robotics Research

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Research article

First published 2021-02-02

Simulation of English teaching quality evaluation model based on gaussian process machine learning

Huang Wenming

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2022

Gaussian Process Regression and Machine Learning Methods for Carbon-Based Material Adsorption

Manar Ahmed Hamza, Maha M. Althobaiti, Fahd N. Al-Wesabi [...]

Adsorption Science & Technology

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Research article

First published 2019-6

Surface roughness optimal estimation for disc parts turning using Gaussian-process-based Bayesian combined model

Hongqi Liu, Hai Lin, Xinyong Mao [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2023-7

Combining multitask and transfer learning with deep Gaussian processes for autotuning-based performance engineering

Piotr Luszczek, Wissam M Sid-Lakhdar, Jack Dongarra

The International Journal of High Performance Computing Applications

Open access

Research article

First published 2026

Physics and gaze-based drift trajectory prediction with an online learning framework

Yiwen Sun, Efstathios Velenis, Ajinkya Krishnakumar

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-8

Learning-based model predictive control for safe path planning and control

Hongbin Ren, Yunong Li, Yang Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025

Forecasting the Chinese energy security index price: A Gaussian process regression-based machine learning framework enhanced by Bayesian optimisation and cross-validation

Bingzi Jin, Xiaojie Xu

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

First published 2021-04-12

Research on air pollution system based on neural network

Zhiqi Jiang, Xidong Wang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-3

Gaussian mixture model sample selection strategy–based active semi-supervised soft sensor for industrial processes

Xing Luo, Qi Lei, Huirui Wang

Transactions of the Institute of Measurement and Control

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