Suchergebnisse - "Learning-based algorithms"

Prediction of freeze–thaw and thermal shock weathering on natural stones through deep learning-based algorithms von Sakcali, A.

“… Natural stones used as construction materials in outdoor applications and the rock environment in rock engineering applications are subject to weakening such as freeze-thaw (F-T) and thermal shock (TS …”
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Using machine learning-based algorithms to construct cardiovascular risk prediction models for Taiwanese adults based on traditional and novel risk factors von Cheng, Chien-Hsiang, Lee, Bor-Jen, Nfor, Oswald Ndi, Hsiao, Chih-Hsuan, Huang, Yi-Chia, Liaw, Yung-Po

“… Methods This study involved a comprehensive analysis of clinical, demographic, and laboratory data from 8,495 subjects in Taiwan Biobank (TWB …”
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Improving Wealth Management Strategies Through the Use of Reinforcement Learning Based Algorithms. A Study on the Romanian Stock Market von Radu, Stefan Constantin, Anghel, Lucian Claudiu, Ermis, Ioana Simona

“… One of the fields of research that are increasing in influence in the scientific community is that of reinforcement learning-based algorithms …”
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Learning-Based Algorithms for Inverse Problems in MR Image Reconstruction and Quantitative Perfusion Imaging von Lahiri, Anish

“… Medical imaging has become an integral part of the clinical pipeline through its widespread use in the diagnosis, prognosis and treatment planning of several …”
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Learning Based Algorithms for Speech Applications Under Domain Mismatch Conditions von Ranjan, Shivesh

“… Recent years have experienced a tremendous growth in the use of voice based virtual assistants. Communicating with the digital world via voice is becoming a …”
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Different Machine Learning-Based Algorithms Enabling Inverse Designs of Photonic Structures: A Physical Approach, a Weakly Adversarial One with Help Inspired by Transfer Learning, and a Distance Metric Learning Based One von Bao, Daqian

“… ), a very prosperous and prospective subject in optics and photonics.This thesis focuses on SciML methods that successfully predict the transmission pattern of light through photonic devices …”
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Bridging Traditional and Machine Learning-based Algorithms for Solving PDEs: The Random Feature Method von Chen, Jingrun, Xurong Chi, Weinan, E, Yang, Zhouwang

“… In this work, we propose the random feature method (RFM) for solving PDEs, a natural bridge between traditional and machine learning-based algorithms …”
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Clinical Validation and Extension of an Automated, Deep Learning-Based Algorithm for Quantitative Sinus CT Analysis von Massey, C J, Ramos, L, Beswick, D M, Ramakrishnan, V R, Humphries, S M

“… Sinus CT is critically important for the diagnosis of chronic rhinosinusitis. While CT is sensitive for detecting mucosal disease, automated methods for …”
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Machine learning-based algorithm selection for irregular three-dimensional packing in additive manufacturing von de Araújo, Luiz Jonatã Pires, Özcan, Ender, Atkin, Jason A.D., Baumers, Martin, Drake, John H.

“… In additive manufacturing (AM), a common problem is the efficient arrangement of arbitrary three-dimensional objects, subject to geometric constraints …”
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An Unsupervised Machine Learning-based Algorithm for Detecting Weak Impulsive Narrowband Quiet Sun Emissions and Characterizing Their Morphology von Bawaji, Shabbir, Alam, Ujjaini, Mondal, Surajit, Oberoi, Divya, Biswas, Ayan

“… The solar corona is extremely dynamic. Every leap in observational capabilities has been accompanied by unexpected revelations of complex dynamic processes …”
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Imitation Learning-Based Algorithm for Drone Cinematography System von Dang, Yuanjie, Huang, Chong, Chen, Peng, Liang, Ronghua, Yang, Xin, Cheng, Kwang-Ting

“… Our model, which is built on the basis of the deep deterministic policy gradient, takes a sequence of a subject's skeleton and the camera pose as input and outputs the camera motion with an optimal …”
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Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs von Husain, Syed Sameed, Mir, Junaid, Anwar, Syed Muhammad, Rafique, Waqas, Ullah, Muhammad Obaid

“… Towards ameliorating this, we first present a comprehensive real drowsy data curated from 50 subjects, where subjects are labeled as fresh or drowsy …”
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A machine learning-based algorithm used to estimate the physiological elongation of ocular axial length in myopic children von Tang, Tao, Yu, Zekuan, Xu, Qiong, Peng, Zisu, Fan, Yuzhuo, Wang, Kai, Ren, Qiushi, Qu, Jia, Zhao, Mingwei

“… Background Axial myopia is the most common type of myopia. However, due to the high incidence of myopia in Chinese children, few studies estimating the …”
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Deep Learning-Based Algorithm for the Classification of Left Ventricle Segments by Hypertrophy Severity von Baccouch, Wafa, Hasnaoui, Bilel, Benameur, Narjes, Jemai, Abderrazak, Lahidheb, Dhaker, Labidi, Salam

“… This study aims to propose an automated framework for the quantification of LVH extent and the classification of myocardial segments according to hypertrophy severity using a deep learning-based algorithm …”
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Deep learning-based algorithm for automatic detection of incidental pulmonary embolism on contrast-enhanced CT: a multicenter multivendor study von Farzaneh, Hana, Junn, Jacqueline, Chaibi, Yasmina, Ayobi, Angela, Franciosini, Angelo, Scudeler, Marlene, Chow, Daniel, Weinberg, Brent

“… Incidenal pulmonary embolism (iPE) is increasingly detected on contrast-enhanced computed tomography (CECT) performed for non-PE indications, reflecting the …”
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Variational Continuous Bayesian Meta-learning Based Algorithm for Recommendation von Zhu, Wentao, Liu, Wei, Liang, Shangsong, Zhu, Huaijie, Yin, Jian

“… ）.When faced with multiple data sets subject to non-stationary distribution, the existing models often have negative knowledge transfer and catastrophic forgetting problems, resulting in a significant …”
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Deep learning-based algorithm for the detection of idiopathic full thickness macular holes in spectral domain optical coherence tomography von Valentim, Carolina C. S., Wu, Anna K., Yu, Sophia, Manivannan, Niranchana, Zhang, Qinqin, Cao, Jessica, Song, Weilin, Wang, Victoria, Kang, Hannah, Kalur, Aneesha, Iyer, Amogh I., Conti, Thais, Singh, Rishi P., Talcott, Katherine E.

“… ) features and stages of severity in SD-OCT B-scans. Methods In this cross-sectional study, subjects solely diagnosed with either IFTMH or Posterior Vitreous Detachment (PVD …”
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Deep Learning Based Inter-subject Continuous Decoding of Motor Imagery for Practical Brain-Computer Interfaces von Roy, Sujit, Chowdhury, Anirban, McCreadie, Karl, Prasad, Girijesh

“… ). The recent success of deep learning-based algorithms in classifying different brain signals warrants further exploration to determine whether it is feasible for the inter-subject continuous decoding …”
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0323 Design of a Deep Learning Based Algorithm forAutomatic Detection of Leg Movements During Sleep von Carvelli, L, Neergard Olesen, A, Leary, E B, Moore, H, Schneider, L D, Peppard, P E, Jennum, P J, Sørensen, H B, Mignot, E

“… We devised and validated a machine learning-based algorithm for detection of LMs. Methods A representative sample of 359 …”
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PID controller for automatic voltage regulator using teaching–learning based optimization technique von Chatterjee, Shamik, Mukherjee, V.

“… •PID controller gains are tuned by teaching learning based algorithm.•Sugeno fuzzy is applied for on-line real-time application of AVR system …”
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