Current galaxy classification studies are usually conducted on small, expert-classified datasets, constrained within a low redshift (z) range. Lower redshift implies better image quality – the lower the z value, the ...
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Maslov's class K is an expressive fragment of First-Order Logic known to have decidable satisfiability problem, whose exact complexity, however, has not been established so far. We show that K has the exponential-...
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In information visualization, the position of symbols often encodes associated data values. When visualizing data elements with both a numerical and a categorical dimension, positioning in the categorical axis admits ...
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Although Online learning has been so popular especially during epidemic crisis, it has a drawback of high dropouts and low completion rates. Institutes search for ways to support their students learning and increase c...
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Visually impaired or blind individuals have different needs when it comes to navigation. This research aims to design and develop an indoor navigation system for the visually impaired or blind people by utilizing Blue...
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Recently,nano-systems based on molecular communications via diffusion(MCvD)have been implemented in a variety of nanomedical applications,most notably in targeted drug delivery system(TDDS)***,because the MCvD is unre...
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Recently,nano-systems based on molecular communications via diffusion(MCvD)have been implemented in a variety of nanomedical applications,most notably in targeted drug delivery system(TDDS)***,because the MCvD is unreliable and there exists molecular noise and inter symbol interference(ISI),cooperative nano-relays can acquire the reliability for drug delivery to targeted diseased cells,especially if the separation distance between the nano transmitter and nano receiver is *** this work,we propose an approach for optimizing the performance of the nano system using cooperative molecular communications with a nano relay scheme,while accounting for blood flow effects in terms of drift *** fractions of the molecular drug that should be allocated to the nano transmitter and nano relay positioning are computed using a collaborative optimization problem solved by theModified Central Force Optimization(MCFO)*** the previous work,the probability of bit error is expressed in a closed-form *** is used as an objective function to determine the optimal velocity of the drug molecules and the detection threshold at the nano *** simulation results show that the probability of bit error can be dramatically reduced by optimizing the drift velocity,detection threshold,location of the nano-relay in the proposed nano system,and molecular drug budget.
This paper presents the results of sensitivity analysis of a new model of museum educational performance index with machine learning-based digital technology usage parameters during the pandemic. Sensitivity analysis ...
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Numerical P systems are compuational models which are inspired by cellular processes and use numerical values inside the membrane structure. In this paper we will present the variants of numerical P systems that have ...
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The simulation of robots behavior and the use of robust models are very important for building controllers. Testing is an important aspect in this process. In this paper, a test-driven approach for designing robot con...
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This paper presents an innovative approach to skin cancer classification based on Dense Convolutional Network 121 (DenseNet-121), a state-of-the-art deep convolutional neural network. By automated analysis of dermatol...
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