AIMC Journal:
Mathematical biosciences and engineering : MBE

Showing 281 to 288 of 288 articles

GOF/LOF knowledge inference with tensor decomposition in support of high order link discovery for gene, mutation and disease.

Mathematical biosciences and engineering : MBE Feb 20, 2019
For discovery of new usage of drugs, the function type of their target genes plays an important role, and the hypothesis of "Antagonist-GOF" and "Agonist-LOF" has laid a solid foundation for supporting drug repurposing. In this research, an active ge...
Interleukin-2 Receptor alpha Subunit Myelodysplastic Syndromes Molecular Sequence Annotation Genetic Diseases, Inborn Genetic Variation Cost-Benefit Analysis Recombinant Proteins Models, Genetic Interleukin-2 Lymphoma Drug Repositioning Mutation Machine Learning Software Algorithms Humans
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A sparse deep learning model for privacy attack on remote sensing images.

Mathematical biosciences and engineering : MBE Feb 20, 2019
Deep learning tools have been a new way for privacy attacks on remote sensing images. However, since labeled data of privacy objects in remote sensing images are less, the samples for training are commonly small. Besides, traditional deep neural netw...
Image Processing, Computer-Assisted Data Interpretation, Statistical Remote Sensing Technology Geographic Information Systems Deep Learning Privacy Neural Networks, Computer Software Algorithms Computer Simulation Reproducibility of Results
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Angle aided circle detection based on randomized Hough transform and its application in welding spots detection.

Mathematical biosciences and engineering : MBE Feb 19, 2019
The Hough transform has been widely used in image analysis and digital image processing due to its capability of transforming image space detection to parameter space accumulation. In this paper, we propose a novel Angle-Aided Circle Detection (AACD)...
Algorithms Image Processing, Computer-Assisted Cluster Analysis Machine Learning Software Automation Pattern Recognition, Automated Welding Automobiles Equipment Design
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Stability properties of neural networks with non-instantaneous impulses.

Mathematical biosciences and engineering : MBE Feb 18, 2019
In this paper, we consider neural networks in the case when the neurons are subject to a certain impulsive state displacement at fixed moments and the duration of this displacement is not negligible small (these are known as non-instantaneous impulse...
Pattern Recognition, Automated Nerve Net Models, Biological Neurons Nonlinear Dynamics Humans Neural Networks, Computer Algorithms Brain Computer Simulation Time Factors
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A modified comprehensive learning particle swarm optimizer and its application in cylindricity error evaluation problem.

Mathematical biosciences and engineering : MBE Feb 18, 2019
Particle swarm optimizer was proposed in 1995, and since then, it has become an extremely popular swarm intelligent algorithm with widespread applications. Many modified versions of it have been developed, in which, comprehensive learning particle sw...
Machine Learning Reproducibility of Results Models, Theoretical Pattern Recognition, Automated Software Algorithms Computer Simulation
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Lyapunov functional for virus infection model with diffusion and state-dependent delays.

Mathematical biosciences and engineering : MBE Jan 29, 2019
In this paper, a virus dynamics model with diffusion, state-dependent delays and a general nonlinear functional response is investigated. At first, the dynamical system is constructed on a nonlinear metric space. Then the stability of the interior eq...
Humans Virus Diseases Neural Networks, Computer Algorithms Models, Biological Computer Simulation Diffusion Time Factors Nonlinear Dynamics Cell Survival
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A new ensemble residual convolutional neural network for remaining useful life estimation.

Mathematical biosciences and engineering : MBE Jan 28, 2019
Remaining useful life (RUL) estimation is one of the most important component in prognostic health management (PHM) system in modern industry. It defined as the length from the current time to the end of the useful life. With the rapid development of...
Learning Deep Learning Time Factors Support Vector Machine Fuzzy Logic Internet Algorithms Computer Simulation Prognosis Neural Networks, Computer Linear Models Longevity
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Machine learning of swimming data via wisdom of crowd and regression analysis.

Mathematical biosciences and engineering : MBE Apr 1, 2017
Every performance, in an officially sanctioned meet, by a registered USA swimmer is recorded into an online database with times dating back to 1980. For the first time, statistical analysis and machine learning methods are systematically applied to 4...
Swimming Databases, Factual Male Regression Analysis Physical Education and Training Computer Simulation Humans Models, Theoretical Sex Factors Female Athletic Performance Machine Learning Age Factors
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