AIMC Topic: Data Analysis

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Design and Optimization of Aesthetic Education Teaching Information Platform Based on Big Data Analysis.

Computational intelligence and neuroscience Aug 11, 2022
In the process of promoting school aesthetic education, some schools have some problems, such as insufficient construction of campus aesthetic education environment, lack of aesthetic thinking in various disciplines, and so on. In view of these probl...
Data Analysis Learning Artificial Intelligence Teaching Humans Esthetics Students
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Construction of Digital Platform of Religious and Cultural Resources Using Deep Learning and Its Big Data Analysis.

Computational intelligence and neuroscience Jul 30, 2022
This article analyzes the difficulties associated with the preservation and transmission of religious cultural resources and the difficulties encountered in the new development environment and background. It does so in light of the current state of r...
Cluster Analysis Deep Learning Data Analysis Image Processing, Computer-Assisted Algorithms
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AXEAP: a software package for X-ray emission data analysis using unsupervised machine learning.

Journal of synchrotron radiation Jul 21, 2022
The Argonne X-ray Emission Analysis Package (AXEAP) has been developed to calibrate and process X-ray emission spectroscopy (XES) data collected with a two-dimensional (2D) position-sensitive detector. AXEAP is designed to convert a 2D XES image into...
Software Data Analysis Radiography X-Rays Unsupervised Machine Learning
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Use of SVM-based ensemble feature selection method for gene expression data analysis.

Statistical applications in genetics and molecular biology Jul 14, 2022
Gene selection is one of the key steps for gene expression data analysis. An SVM-based ensemble feature selection method is proposed in this paper. Firstly, the method builds many subsets by using Monte Carlo sampling. Secondly, ranking all the featu...
Support Vector Machine Gene Expression Male Humans Data Analysis Algorithms
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Visible Particle Identification Using Raman Spectroscopy and Machine Learning.

AAPS PharmSciTech Jul 6, 2022
Visible particle identification is a crucial prerequisite step for process improvement and control during the manufacturing of injectable biotherapeutic drug products. Raman spectroscopy is a technology with several advantages for particle identifica...
Algorithms Spectrum Analysis, Raman Data Analysis Machine Learning
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Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure.

Big data Jun 20, 2022
The full potential of data analysis is crippled by imbalanced and high-dimensional data, which makes these topics significantly important. Consequently, substantial research efforts have been directed to obtain dimension reduction and resolve data im...
Machine Learning Data Analysis Income Bayes Theorem
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Construction of Tourism E-Commerce Platform Based on Artificial Intelligence Algorithm.

Computational intelligence and neuroscience Jun 10, 2022
In the late twentieth century, with the rapid development of the Internet, e-commerce has emerged rapidly, which has changed the way people travel around the world. The greatest advantages of e-commerce are the flow of information and data and the im...
Artificial Intelligence Humans Travel Commerce Data Analysis Tourism
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Gene expression data classification using topology and machine learning models.

BMC bioinformatics May 20, 2022
BACKGROUND: Interpretation of high-throughput gene expression data continues to require mathematical tools in data analysis that recognizes the shape of the data in high dimensions. Topological data analysis (TDA) has recently been successful in extr...
Gene Expression Data Analysis Machine Learning
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Data Analysis and Knowledge Mining of Machine Learning in Soil Corrosion Factors of the Pipeline Safety.

Computational intelligence and neuroscience May 6, 2022
The purpose of this research is to enhance the ability of data analysis and knowledge mining in soil corrosion factors of the pipeline. According to its multifactor characteristics, the rough set algorithm is directly used to analyze and process the ...
Corrosion Soil Data Mining Algorithms Artificial Intelligence Data Analysis Machine Learning
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Artificial intelligence and machine learning in precision medicine: A paradigm shift in big data analysis.

Progress in molecular biology and translational science Apr 8, 2022
The integration of artificial intelligence in precision medicine has revolutionized healthcare delivery. Precision medicine identifies the phenotype of particular patients with less-common responses to treatment. Recent studies have demonstrated that...
Precision Medicine Machine Learning Artificial Intelligence Big Data Data Analysis
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