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Secure Medical Data Management Based on Homomorphic Encryption and Secret Sharing
We propose a cloud storage system that utilizes homomorphic encryption and secret sharing. Our approach enables secure cloud storage of medical data and allows secure data sharing without harming patients’ privacy. A proof-of-concept implementation demonstrates the feasibility of the storage system.
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Taylor Polynomial Enhancer using Genetic Programming for Symbolic Regression
We propose using genetic programming as a Taylor polynomial enhancer, namely TPE-GP, to combine the advantages from TP and GP. Specifically, TPE-GP utilizes infinite-order operators to compensate the power of TP with finite order.
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Genetic Programming-based Symbolic Regression for Electric Motor Temperature
We take the temperature of an electric motor as the target parameter and obtain the relationship function by using genetic programming.
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Learning Model based on Limited Data
I enhenced semi-supervised learning model’s accuracy from 77.4% to 81.2% on MIT-BIH arrhythmia database by integrating data augmentation techniques including feature space and instance space augmentation.
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Evolution algorithms combined with GMM and CMAES for optimization problems
We developed evolution algorithms combined with the gaussian mixture model (GMM) and covariance matrix adaptation evolution strategy (CMAES) on sphere and Rosenbrock problems.
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Earthquakes Cluster Applied Ricci Curvature
It’s important to observe earthquake distribution and source properties. In this project, Ricci curvature was used to record and classify earthquakes to know the regional properties. Based on the comparative analysis, the result using Ricci curvature is better than that of Kmeans clustering.
| GitHub
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Membership system
I utilized MySQL, Flask, Python, HTML, and CSS to implement a membership system that allows the company to establish member registration information for performing user-defined data analysis.
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Learning Website: Action Words Effectively in Your Resume
I developed a website to help students to learn English through their resumes by intelligently suggesting appropriate verbs. On the website, I also used JavaScipt and CSS to create an online quiz function to test students’ learning results.
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Effects of different fatty liver degrees on health status
We analyzed the effects of different degrees of fatty liver on health status by using canonical correlation analysis, cluster analysis, discriminant analysis, principal components analysis, factor analysis, and regression analysis.
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