Výsledky vyhľadávania - "supervised learning algorithm"

Hyperparameter Bayesian Optimization of Gaussian Process Regression Applied in Speed-Sensorless Predictive Torque Control of an Autonomous Wind Energy Conversion System Autor Hamoudi, Yanis, Amimeur, Hocine, Aouzellag, Djamal, Abdolrasol, Maher G. M., Ustun, Taha Selim

“…This paper introduces a novel approach to speed-sensorless predictive torque control (PTC) in an autonomous wind energy conversion system, specifically…”
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TSTKD: Triple-spike train kernel-driven supervised learning algorithm Autor Chen, Guojun, Wang, Guoen

“…Precise artificial intelligence is one of the most promising research fields, where supervised learning for spiking neurons (SNs) plays an imperative and…”
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Prediction of heat transfer distribution induced by the variation in vertical location of circular cylinder on Rayleigh-Bénard convection using artificial neural network Autor Seo, Young Min, Pandey, Sudhanshu, Lee, Hyeon Uk, Choi, Changyoung, Park, Yong Gap, Ha, Man Yeong

“…•Flow and thermal fields of Rayleigh-Bénard convection (RBC) in a rectangular channel with an internal circular cylinder.•The Rayleigh number and the vertical…”
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GIS-based evaluation of advanced supervised learning methods for groundwater spring potential modeling Autor Zhao, Xia, Chen, Wei, Tsangaratos, Paraskevas, Ilia, Ioanna, Hou, Enke

“…•Six supervised models were used for spring potential zoning in semiarid region.•Distance to rivers, elevation, slope angle, and lithology are main control…”
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A semi-supervised learning algorithm for multi-label classification and multi-assignment clustering problems based on a Multivariate Data Analysis Autor Gull, Carlos Quintero, Aguilar, Jose

“…Classically, in classification and clustering problems, an individual is exclusively assigned to a class (labeled data) or a cluster (unlabeled data). However,…”
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An enhanced graph-based semi-supervised learning algorithm to detect fake users on Twitter Autor BalaAnand, M., Karthikeyan, N., Karthik, S., Varatharajan, R., Manogaran, Gunasekaran, Sivaparthipan, C. B.

“…Over the the past decade, social networking services (SNS) have proliferated on the web. The nature of such sites makes identity deception easy, providing a…”
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Machine learning for inferring animal behavior from location and movement data Autor Wang, Guiming

“…Movement ecology has rapidly advanced owing to recent developments of animal-attached devices and wide applications of sophisticated statistical and machine…”
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Car Driver's Sympathetic Reaction Detection Through Electrodermal Activity and Electrocardiogram Measurements Autor Zontone, Pamela, Affanni, Antonio, Bernardini, Riccardo, Piras, Alessandro, Rinaldo, Roberto, Formaggia, Fabio, Minen, Diego, Minen, Michela, Savorgnan, Carlo

“…Objective: in this paper we propose a system to detect a subject's sympathetic reaction, which is related to unexpected or challenging events during a car…”
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Contributions of brain regions to machine learning-based classifications of attention deficit hyperactivity disorder (ADHD) utilizing EEG signals Autor Deshmukh, Manjusha, Khemchandani, Mahi, Thakur, Paramjit Mahesh

“…The study presented focuses on the creation of a machine learning (ML) model that uses electrophysiological (EEG) data to identify kids with attention deficit…”
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An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms Autor Castillo-Cara, Manuel, Lovón-Melgarejo, Jesús, Bravo-Rocca, Gusseppe, Orozco-Barbosa, Luis, García-Varea, Ismael

“…Nowadays, there is a great interest in developing accurate wireless indoor localization mechanisms enabling the implementation of many consumer-oriented…”
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Stress Evaluation in Simulated Autonomous and Manual Driving through the Analysis of Skin Potential Response and Electrocardiogram Signals Autor Zontone, Pamela, Affanni, Antonio, Bernardini, Riccardo, Del Linz, Leonida, Piras, Alessandro, Rinaldo, Roberto

“…The evaluation of car drivers’ stress condition is gaining interest as research on Autonomous Driving Systems (ADS) progresses. The analysis of the stress…”
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Multiclass Supervised Machine Learning Algorithms Applied to Damage and Assessment Using Beam Dynamic Response Autor de Sousa, Amanda Aryda Silva Rodrigues, da Silva Coelho, Jefferson, Machado, Marcela Rodrigues, Dutkiewicz, Maciej

“…Purpose Structural damage can significantly alter a system's local flexibility, leading to undesirable displacements and vibrations. Analysing the dynamic…”
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Supervised learning and meshless methods for two-dimensional fractional PDEs on irregular domains Autor Abbaszadeh, Mostafa, Zaky, Mahmoud A., Hendy, Ahmed S., Dehghan, Mehdi

“…Recently, several numerical methods have been developed for solving time-fractional differential equations not only on rectangular computational domains but…”
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KISL: knowledge-injected semi-supervised learning for biological co-expression network modules Autor Xiao, Gangyi, Guan, Renchu, Cao, Yangkun, Huang, Zhenyu, Xu, Ying

“…The exploration of important biomarkers associated with cancer development is crucial for diagnosing cancer, designing therapeutic interventions, and…”
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Semi-supervised emotion recognition in textual conversation via a context-augmented auxiliary training task Autor Kang, Liangyi, Liu, Jie, Liu, Lingqiao, Zhou, Zhiyang, Ye, Dan

“…Recognizing emotions in textual conversations (ERC) is to identify the emotion of utterances by considering conversational context. Current supervise-based ERC…”
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Supervised Learning Method of Parallel Classified Hesitant Information and Its Application in the Smart Home System Selection Autor Liu, Man, Zhou, Wei, Xu, Zeshui

“…In the group decision-making process, experts and decision makers can sometimes provide subjective evaluation information with classification labels. To…”
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The ensemble approach in comparison with the diverse feature selection techniques for estimating NPPs parameters using the different learning algorithms of the feed-forward neural network Autor Moshkbar-Bakhshayesh, Khalil

“…Several reasons such as no free lunch theorem indicate that there is not a universal Feature selection (FS) technique that outperforms other ones. Moreover,…”
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Machine-learning-based reliability evaluation framework for power distribution networks Autor Li, Gengfeng, Huang, Yuxiong, Bie, Zhaohong, Ding, Tao

“…Reliability evaluation of power distribution systems is a well-studied and understood problem, but topology analysis efficiency and failure feature description…”
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Research on the Application of Virtual Reality Technology in the Cultural Exchange of Tourist Attractions Under the Background of Artificial Intelligence Autor Hou, Na

“…Virtual reality is an immersive interactive technology that captures the entire location within 360 degrees with the help of special cameras, mounts and…”
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Laser Point Cloud-Image Fusion Technology for Intelligent Driving Vehicles Based on Semi-Supervised Learning Algorithm Autor Lan, Jianping, Dong, Xiujuan

“…In autonomous vehicle, the traditional method of manually labeling laser point cloud data is not only expensive, but also complex in process. To overcome these…”
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