Suchergebnisse - "Bayesian optimization algorithm"

SAFE-OPT: a Bayesian optimization algorithm for learning optimal deep brain stimulation parameters with safety constraints von Cole, Eric R, Connolly, Mark J, Ghetiya, Mihir, Sendi, Mohammad E S, Kashlan, Adam, Eggers, Thomas E, Gross, Robert E

“… In this study we develop SAFE-OPT, a Bayesian optimization algorithm designed to learn subject-specific safety constraints to avoid potentially harmful stimulation settings during optimization …”
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A stochastic framework using Bayesian optimization algorithm to assess the network-level societal impacts of connected and autonomous vehicles von Fakhrmoosavi, Fatemeh, Kamjoo, Ehsan, Kavianipour, Mohammadreza, Zockaie, Ali, Talebpour, Alireza, Mittal, Archak

“… •Estimating the optimum CAV market shares using a Bayesian optimization algorithm.•Practical insights for policymakers by sensitivity analyses on CAV market share …”
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Analysis of a decentralized Bayesian optimization algorithm for improving spatial reuse in dense WLANs von Bardou, Anthony, Begin, Thomas

“… Despite representing the prominent means of accessing the Internet, WLANs remain subject to performance issues, which may be mitigated through more efficient spatial reuse of radio channels …”
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Automatic SWMM Parameter Calibration Method Based on the Differential Evolution and Bayesian Optimization Algorithm von Gao, Jiawei, Liang, Ji, Lu, Yu, Zhou, Ruilong, Lu, Xin

“… In response to the low accuracy exhibited by the Storm Water Management Model (SWMM), we propose an enhanced Differential Evolution and Bayesian Optimization Algorithm …”
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Fast Non-destructive Detection Technology and Equipment for Food Quality and Safety

“… Fast, non-destructive detection technology and equipment for food quality and safety is a powerful technical support tool to ensure the development of food …”
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SAFE-OPT: A Bayesian optimization algorithm for learning optimal deep brain stimulation parameters with safety constraints von Cole, Eric R, Connolly, Mark, Ghetiya, Mihir, Sendi, Mohammad, Kashlan, Adam, Eggers, Thomas, Robert Elkan Gross

“… In this study we develop SAFE-OPT, a Bayesian optimization algorithm designed to learn subject-specific safety constraints to avoid potentially harmful stimulation settings during optimization …”
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Bayesian Optimization Algorithms for High-Dimensional Problems and Robust Design von Béland, Justin J

“… We propose two representation learning approaches that enable Bayesian optimization algorithms to be scaled to high dimensions …”
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A data-driven method to construct prediction model of solar stills von Sun, Senshan, Du, Juxin, Peng, Guilong, Yang, Nuo

“… By using the Bayesian optimization algorithm, the method accelerates the convergence of model accuracy …”
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A cascaded approach of group sparse mode decomposition and deep neural network for heart rate estimation using reference signal-less PPG signal von Pankaj, Maan, Pratibha, Kumar, Manjeet, Kumar, Ashish, Komaragiri, Rama

“… Subjects with cardiovascular disease (CVD) require continuous heart rate (HR) monitoring and must take timely treatment to prevent emergencies …”
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Finite element analysis-enabled optimization of process parameters in additive manufacturing von Wang, Jingyi, Papadopoulos, Panayiotis

“… : a search algorithm based on local variations and a Bayesian optimization algorithm using a Gaussian process …”
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Meta-Bayesian Optimization for Deep Brain Stimulation von Connolly, Mark J., Opri, Enrico, Miocinovic, Svjetlana, Devergnas, Annaelle D.

“… Recent works have addressed this problem using Bayesian optimization. However, this approach has a limited ability to learn from multiple subjects to improve performance …”
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Application of Artificial Intelligence (AI) for Sustainable Highway and Road System von Arifuzzaman, Md, Aniq Gul, Muhammad, Khan, Kaffayatullah, Hossain, S. M. Zakir

“… In this study, a hybrid of Bayesian optimization algorithm and support vector regression approach is recommended to predict the adhesion force of asphalt …”
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Effect of temperature on the mechanical properties of fine-grained soils - A review von Azhar, Md, Mondal, Somenath, Tang, Anh Minh, Singh, Akhileshwar K.

“… Abstract Swelling of clay–sulfate rocks is a serious and devastating geo-hazard, often causing damage to geotechnical structures. Therefore, understanding …”
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Hyperparameter optimization based on a priori and a posteriori knowledge about classification problem von Smirnova, V.S., Shalamov, V.V., Efimova, V.A., Filchenkov, A.A.

“… The existing Bayesian optimization algorithm for hyperparameter setting in classification problems was expanded …”
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Deep Learning and Bayesian Hyperparameter Optimization: A Data-Driven Approach for Diamond Grit Segmentation toward Grinding Wheel Characterization von Sicard, Damien, Briois, Pascal, Billard, Alain, Thevenot, Jérôme, Boichut, Eric, Chapellier, Julien, Bernard, Frédéric

“… These methods are time-consuming, error-prone and inaccurate. In addition, the manual detection of diamond grits remains challenging even for a subject expert …”
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Adaptive Bayesian Optimization for State-Dependent Brain Stimulation von Dabiri, Sina, Cole, Eric R., Gross, Robert E.

“… effects can exhibit complex subject-specific behavior. To achieve greatest effectiveness, stimulation parameters may additionally need to be adjusted based …”
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Human-in-the-Loop Adaptive Control of an Ankle Exoskeleton for Gait Symmetry under Asymmetric Loading von Zhuang, Wenbing, Luo, Zining, Li, Xinying, Yu, Shiquan, Leng, Yuquan, Fu, Chenglong

“… The hierarchical control strategy estimates ankle joint moments in real-time using plantar pressure for proportional assistance, while a high-level Bayesian optimization algorithm iteratively adjusts …”
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Soft Hip Exosuit Optimization for Improving Mobility in Healthy Young Adults and Individuals with Parkinson’s Disease von Kim, Jinsoo

“… For decades, academia and industry have explored opportunities for rigid exoskeletons to improve mobility in a variety of populations. However, in the last …”
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Design optimization in unilateral contact using pressure constraints and Bayesian optimization von Wang, Jingyi, Solberg, Jerome, Puso, Mike A, Chin, Eric B, Petra, Cosmin G

“… We study design optimization problems in frictionless unilateral contact subject to pressure constraints, using both gradient-based and gradient-free optimization methods, namely Bayesian optimization …”
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Adaptive Bayesian Optimization for State-Dependent Brain Stimulation von Dabiri, Sina, Cole, Eric R., Gross, Robert E.

“… effects can exhibit complex subject-specific behavior. To achieve greatest effectiveness, stimulation parameters may additionally need to be adjusted based …”
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