AIMC Journal:
Mathematical biosciences and engineering : MBE

Showing 231 to 240 of 288 articles

Multi-feature gait recognition with DNN based on sEMG signals.

Mathematical biosciences and engineering : MBE Apr 23, 2021
This study proposed a gait recognition method based on the deep neural network of surface electromyography (sEMG) signals to improve the stability and accuracy of gait recognition using sEMG signals of the lower limbs. First, we determined the parame...
Humans Neural Networks, Computer Algorithms Support Vector Machine Electromyography Gait
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Infusion port level detection for intravenous infusion based on Yolo v3 neural network.

Mathematical biosciences and engineering : MBE Apr 21, 2021
PURPOSE: In order to improve the accuracy of liquid level detection in intravenous left auxiliary vein infusion and reduce the pain of patients with blood returning from intravenous infusion, we propose a deep learning based liquid level detection mo...
Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Infusions, Intravenous
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Pinning control of complex networks with time-varying inner and outer coupling.

Mathematical biosciences and engineering : MBE Apr 19, 2021
This paper addresses the pinning synchronization of nonlinear multiple time-varying coupling complex networks. Time-varying inner coupling in the single node state space and time-varying outer coupling among nodes in an entire complex network are tak...
Neural Networks, Computer Computer Simulation Time Factors
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Research on the influence of attention and emotion of tea drinkers based on artificial neural network.

Mathematical biosciences and engineering : MBE Apr 19, 2021
Tea can help to regulate the mood of human. Based on the influence of tea on people's mood and attention, this study explored the tea concentration when the mood and attention of drinkers are in the best state, and established the best concentration ...
Humans Neural Networks, Computer Algorithms Emotions Tea Attention
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Secondary structure prediction of protein based on multi scale convolutional attention neural networks.

Mathematical biosciences and engineering : MBE Apr 16, 2021
To fully extract the local and long-range information of amino acid sequences and enhance the effective information, this research proposes a secondary structure prediction model of protein based on a multi-scale convolutional attentional neural netw...
Neural Networks, Computer Proteins Attention
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Stock price forecasting based on Hausdorff fractional grey model with convolution and neural network.

Mathematical biosciences and engineering : MBE Apr 15, 2021
Forecast of stock prices can guide investors' investment decisions. Due to the high-dimensional and long-memory characteristics of stock data, it is difficult to predict. The fractional grey model with convolution (FGMC (1, m)) can be used to predict...
Neural Networks, Computer Algorithms Forecasting Investments
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Path planning of mobile robot based on improved ant colony algorithm for logistics.

Mathematical biosciences and engineering : MBE Mar 30, 2021
The path planning of robot is of great significance for the logistics industry, which helps to improve the efficiency of warehousing, sorting and distribution. On the basis of ant colony algorithm, multi step search strategy is used instead of single...
Algorithms Computer Simulation Computer Systems Robotics Industry
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Investigation on stability and controller design for singular bio-economic systems with stochastic fluctuations.

Mathematical biosciences and engineering : MBE Mar 29, 2021
In this paper, the finite-time stability and control of a kind of singular bio-economic systems with stochastic fluctuations are investigated. When economic profit is no longer a constant but a variable, the system shows distinct dynamic behavior. Fi...
Algorithms Computer Simulation Feedback Fuzzy Logic Models, Statistical
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Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method.

Mathematical biosciences and engineering : MBE Mar 17, 2021
The paper considers the problem of handling short sets of medical data. Effectively solving this problem will provide the ability to solve numerous classification and regression tasks in case of limited data in health decision support systems. Many s...
Neural Networks, Computer Artificial Intelligence Algorithms Clinical Medicine
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Inter classifier comparison to detect voice pathologies.

Mathematical biosciences and engineering : MBE Mar 5, 2021
Voice pathologies are irregular vibrations produced due to vocal folds and various factors malfunctioning. In medical science, novel machine learning algorithms are applied to construct a system to identify disorders that occur invoice. This study ai...
Machine Learning Algorithms Support Vector Machine Bayes Theorem
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