Search Results - "Bayesian optimization algorithm"

Bayesian algorithm optimized deep model for multi-signal fault identification of hydraulic pumps

Authors: Shengnan Tang Yixuan Jiang Tao Zhou et al.

Source: Alexandria Engineering Journal, Vol 121, Iss, Pp 465-483 (2025)

Subject Terms: Hydraulic pump, Deep model, Intelligent defect identification, Synchrosqueezing wavelet transform, Bayesian optimization algorithm, TA1-2040, Engineering (General). Civil engineering (General)

Access URL: https://doaj.org/article/2ed4e33e06f64de19d22d89d21699142

Prediction of Oil Content in Pyrolysis Residues of Oily Sludge Based on Machine Learning

Authors: Huanghu PENG Yong JIANG Fan YANG et al.

Source: 能源环境保护, Vol 39, Iss 6, Pp 188-198 (2025)

Subject Terms: oily sludge, pyrolysis, oil content prediction, feature importance analysis, machine learning, bayesian optimization algorithm, Renewable energy sources, TJ807-830, Environmental protection, TD169-171.8

File Description: electronic resource

Relation: https://doaj.org/toc/2097-4183

Access URL: https://doaj.org/article/4f829d28e374409796dbb91617f4d226

Combined use of near infrared spectroscopy and chemometrics for the simultaneous detection of multiple illicit additions in wheat flour

Authors: Xinyi Dong Ying Dong Jinming Liu et al.

Source: Applied Food Research, Vol 5, Iss 2, Pp 101263- (2025)

Subject Terms: Illicit additives in flour, Near-infrared spectroscopy, Partial least squares, Feature extraction, Long short-term memory network, Bayesian optimization algorithm, Food processing and manufacture, TP368-456

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772502225005682; https://doaj.org/toc/2772-5022

Access URL: https://doaj.org/article/830e791df5e3414db576b59b62103d62

Towards carbon Neutrality: Prediction of wave energy based on improved GRU in Maritime transportation

Authors: Lv, Zhihan, Dr. Wang, Nana Lou, Ranaran et al.

Source: Applied Energy. 331

Subject Terms: Bayesian optimization algorithm, Carbon Neutrality, Gated Recurrent Unit Network, Maritime Transportation, Wave Energy Prediction, Carbon, Energy harvesting, Forecasting, Greenhouse gases, Optimization, Renewable energy resources, Wave energy conversion, Attention mechanisms, Bayesian optimization, Bayesian optimization algorithms, Carbon neutralities, Energy prediction, Prediction modelling, Wave energy, Global warming, algorithm, alternative energy, energy resource, wave power, China

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-491975
https://doi.org/10.1016/j.apenergy.2022.120394

Forest canopy closure estimation in mountainous southwest China using multi-source remote sensing data

Authors: Wenwu Zhou Qingtai Shu Cuifen Xia et al.

Source: Frontiers in Plant Science, Vol 16 (2025)

Subject Terms: ICESat-2/ATLAS, Bayesian optimization algorithm, machine learning method, geographically weighted regression, multi-source remote sensing data, forest canopy closure, Plant culture, SB1-1110

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fpls.2025.1629146/full; https://doaj.org/toc/1664-462X

Access URL: https://doaj.org/article/930f983f039c495eb1b3e1be280ac805

EEG Signal Classification Using Bayesian-Optimized Neural Networks in IoMT Systems

Authors: Rana Raad Shaker Alnaily

Source: Journal of Computing and Information Technology, Vol 33, Iss 2, Pp 109-122 (2025)

Subject Terms: Back Propagation Neural Network (BPNN), Bayesian optimization algorithm, Seizure, Internet of Things, Electroencephalogram, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://hrcak.srce.hr/file/485918; https://doaj.org/toc/1846-3908

Access URL: https://doaj.org/article/8c8210806cf3475a9f1c4d73a838ee09

A new prediction model based on deep learning for pig house environment

Authors: Zhidong Wu Kaixiang Xu Yanwei Chen et al.

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)

Subject Terms: Pig house, Bayesian optimization algorithm, Convolutional neural network, Gated recurrent unit, Squeeze and excitation, Environmental prediction model, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/58836a8510c1404b8290d09439287c3c

Ship track prediction based on Bayesian optimization in temporal convolutional networks

Authors: Jinyuan LI Faxin ZHU Xianbin TENG et al.

Source: Zhongguo Jianchuan Yanjiu, Vol 19, Iss 6, Pp 303-311 (2024)

Subject Terms: navigation, neural networks, bayesian optimization algorithm, temporal convolutional networks, temporal pattern attention mechanism module, reversible residual networks, ais data, Naval architecture. Shipbuilding. Marine engineering, VM1-989

File Description: electronic resource

Relation: https://doaj.org/toc/1673-3185

Access URL: https://doaj.org/article/00fb67dd059b47ada4a22e1b9dc87e00

An Online Correction Method for System Errors in the Pipe Jacking Inertial Guidance System

Authors: Yutong Zu Lu Wang Zheng Zhou et al.

Source: Mathematics, Vol 13, Iss 17, p 2764 (2025)

Subject Terms: pipe-jacking inertial navigation system, data backtracking, single-axis rotation, Bayesian optimization algorithm, observability analysis, Mathematics, QA1-939

File Description: electronic resource

Relation: https://www.mdpi.com/2227-7390/13/17/2764; https://doaj.org/toc/2227-7390

Access URL: https://doaj.org/article/9de99f0595fc4c59a5e134cfbf6059c3

Voltage abnormity prediction method of lithium-ion energy storage power station using informer based on Bayesian optimization

Authors: Zhibo Rao Jiahui Wu Guodong Li et al.

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)

Subject Terms: Informer, Energy storage power station, Voltage abnormity prediction, Bayesian optimization algorithm, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/f7c65dcf91f2479e954036ee5eb6b79f

Physics-Informed Bayesian Optimization for Conformational Ensemble Augmentation

Authors: Ivan A. Bespalov Nikolai V. Krivoshchapov Alexey A. Lisov et al.

Subject Terms: Biophysics, Biochemistry, Biotechnology, Sociology, Computational Biology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Physical Sciences not elsewhere classified, Information Systems not elsewhere classified, novel acquisition function, locating missing conformers, increased conformer diversity, identifying missing conformations, employs bayesian optimization, biologically relevant molecules, bayesian optimization algorithm, based kernel function, informed bayesian optimization, conformational ensemble augmentation, informed torsion, existing ensemble, test set, reaction modeling, molecular docking, key part, computational chemistry, broad importance

Availability: https://doi.org/10.1021/acs.jcim.5c00522.s001
https://figshare.com/articles/journal_contribution/Physics-Informed_Bayesian_Optimization_for_Conformational_Ensemble_Augmentation/29247020

PROFIS: Design of Target-Focused Libraries by Probing Continuous Fingerprint Space with Recurrent Neural Networks

Authors: Hubert Rybka Tomasz Danel Sabina Podlewska

Subject Terms: Biochemistry, Molecular Biology, Pharmacology, Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, recurrent neural networks, generate candidate ligands, designing ligands outside, bayesian optimization algorithm, generate diverse libraries, recurrent neural network, focused compound libraries, study introduces profis, biological activity predictor, 2 , given drug target, focused libraries, profis network, drug molecule, biological target, activity subspaces, worth noting, widespread use, structurally novel, selfies strings, scripts shared, paper demonstrates

Availability: https://doi.org/10.1021/acs.jcim.5c00698.s001
https://figshare.com/articles/journal_contribution/PROFIS_Design_of_Target-Focused_Libraries_by_Probing_Continuous_Fingerprint_Space_with_Recurrent_Neural_Networks/28882112

Predictive model for high-risk healthcare clients and claims frequency

Authors: Zhou, Lenias Mutandavari, Mainford Matondora, Lucia

Source: Computer Science and Information Technologies; Vol 6, No 3: November 2025; 346-354 ; 2722-3221 ; 2722-323X ; 10.11591/csit.v6i3

Subject Terms: Bayesian optimization algorithm, Claims frequency, Deep learning, Healthcare insurance, High-risk clients, Predictive modeling

File Description: application/pdf

Relation: http://iaesprime.com/index.php/csit/article/view/558/285; http://iaesprime.com/index.php/csit/article/view/558

Availability: http://iaesprime.com/index.php/csit/article/view/558
https://doi.org/10.11591/csit.v6i3.p346-354

Time Series Forecasting Method Based on Multi-Scale Feature Fusion and Autoformer

Authors: Xiangkai Ma Huaxiong Zhang

Source: Applied Sciences ; Volume 15 ; Issue 7 ; Pages: 3768

Subject Terms: time series forecasting, multi-scale feature fusion network, date–time encoding, Autoformer, Bayesian optimization algorithm

Subject Geographic: agris

File Description: application/pdf

Relation: Computing and Artificial Intelligence; https://dx.doi.org/10.3390/app15073768

Availability: https://doi.org/10.3390/app15073768

Unlocking vegetation health: optimizing GEDI data for accurate chlorophyll content estimation

Authors: Cuifen Xia Wenwu Zhou Qingtai Shu et al.

Source: Front Plant Sci
Frontiers in Plant Science, Vol 15 (2024)

Subject Terms: modeling factor selection, remote sensing, chlorophyll content, estimation, 0211 other engineering and technologies, Plant culture, 0401 agriculture, forestry, and fisheries, Bayesian optimization algorithm, Plant Science, 04 agricultural and veterinary sciences, 02 engineering and technology, EBKRP method, SB1-1110

Access URL: https://pubmed.ncbi.nlm.nih.gov/39678010
https://doaj.org/article/2a90fb059c634c8db5070b9e976626e9

Research on Cultivated Land Quality Assessment at the Farm Scale for Black Soil Region in Northeast China Based on Typical Period Remote Sensing Images from Landsat 9

Authors: Meng Gao Zhao Yang Xiaoming Li et al.

Source: Remote Sensing, Vol 17, Iss 13, p 2199 (2025)

Subject Terms: cultivated land quality, black soil region, remote sensing, farm scale, Bayesian optimization algorithm, TabNet, Science

File Description: electronic resource

Relation: https://www.mdpi.com/2072-4292/17/13/2199; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/2ab2abe2e85c4900a25e1c2966e41670

Dynamic Modeling and Parameter Optimization of Potato Harvester Under Multi-Source Excitation

Authors: Jianguo Meng Zhipeng Li Zheng Li et al.

Source: Agronomy, Vol 15, Iss 5, p 1134 (2025)

Subject Terms: potato harvester, multi-source excitation, dynamic model, vibration characteristics, Bayesian optimization algorithm, Agriculture

File Description: electronic resource

Relation: https://www.mdpi.com/2073-4395/15/5/1134; https://doaj.org/toc/2073-4395

Access URL: https://doaj.org/article/244a9d754bfb43188962ca3b543b60ab

A hybrid BOA-SVR approach for predicting aerobic organic and nitrogen removal in a gas-liquid-solid circulating fluidized bed bioreactor

Authors: Shaikh Abdur Razzak Nahid Sultana S.M. Zakir Hossain et al.

Source: Digital Chemical Engineering, Vol 13, Iss , Pp 100188- (2024)

Subject Terms: Nitrogen removal, Municipal wastewater, Gas-liquid-solid circulating fluidized bed (GLSCFB) downer, Bayesian optimization algorithm (BOA), Support vector regression (SVR), Chemical engineering, TP155-156, Information technology, T58.5-58.64

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772508124000504; https://doaj.org/toc/2772-5081

Access URL: https://doaj.org/article/43689fdff40446a7b8863cef816f8239

Saw Blade Wear Identification Based on Data Enhancement and Feature Fusion

Authors: Chengchao Wang Xiangjiang Wang Chao Zeng

Source: IEEE Access, Vol 11, Pp 123677-123687 (2023)

Subject Terms: Saw blade wear identification, double-path parallel convolution neural network, feature fusion, Bayesian optimization algorithm, Electrical engineering. Electronics. Nuclear engineering, generative adversarial networks, TK1-9971

Access URL: https://doaj.org/article/3d25249f3d7a4e599fb566b6ffcd823c

On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice

Authors: Mahdi Aghaabbasi Mujahid Ali Michał Jasiński et al.

Source: IEEE Access, Vol 11, Pp 19762-19774 (2023)

Subject Terms: work travel mode choice, 11. Sustainability, Bayesian optimization algorithm, sustainable mode choice decision, Electrical engineering. Electronics. Nuclear engineering, hyperparameters, TK1-9971

Access URL: https://doaj.org/article/d58d24fc52684882a4c949c71ee3f166
http://hdl.handle.net/10084/151816