AIMC Topic: Data Mining

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Optimization of Data Mining and Analysis System for Chinese Language Teaching Based on Convolutional Neural Network.

Computational intelligence and neuroscience Dec 3, 2021
Chinese language is also an important way to understand Chinese culture and an important carrier to inherit and carry forward Chinese traditional culture. Chinese language teaching is an important way to inherit and develop Chinese language. Therefor...
Big Data Data Mining Language China Neural Networks, Computer Algorithms
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Analyzing the Check-In Behavior of Visitors through Machine Learning Model by Mining Social Network's Big Data.

Computational and mathematical methods in medicine Nov 30, 2021
The current article paper is aimed at assessing and comparing the seasonal check-in behavior of individuals in Shanghai, China, using location-based social network (LBSN) data and a variety of spatiotemporal analytic techniques. The article demonstra...
Travel Social Networking Big Data Cities Machine Learning Spatio-Temporal Analysis Geographic Information Systems Humans China Seasons Computational Biology Data Mining Social Media Decision Trees
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A Theoretical Comprehensive Framework for the Process of Theories Formation.

Computational intelligence and neuroscience Nov 28, 2021
Scientists rely more and more upon computerized data mining and artificial intelligence to analyze data sets and identify association rules, which serve as the basis of evolving theories. This tendency is likely to expand, and computerized intelligen...
Data Mining Artificial Intelligence Intelligence
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A graph-based gene selection method for medical diagnosis problems using a many-objective PSO algorithm.

BMC medical informatics and decision making Nov 27, 2021
BACKGROUND: Gene expression data play an important role in bioinformatics applications. Although there may be a large number of features in such data, they mainly tend to contain only a few samples. This can negatively impact the performance of data ...
Cluster Analysis Humans Data Mining Algorithms Machine Learning Support Vector Machine
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Study on Horizon Scanning with a Focus on the Development of AI-Based Medical Products: Citation Network Analysis.

Therapeutic innovation & regulatory science Nov 22, 2021
Horizon scanning for innovative technologies that might be applied to medical products and requires new assessment approaches to prepare regulators, allowing earlier access to the product for patients and an improved benefit/risk ratio. The purpose o...
Technology Data Mining Humans Artificial Intelligence
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Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning.

Journal of healthcare engineering Nov 19, 2021
This article analyzes the application process of data mining technology in the medical and health management system and uses machine learning algorithms to design a medical and health data mining system. The system collects patient's physical health ...
Humans Algorithms Data Mining Machine Learning
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DeepPhospho accelerates DIA phosphoproteome profiling through in silico library generation.

Nature communications Nov 18, 2021
Phosphoproteomics integrating data-independent acquisition (DIA) enables deep phosphoproteome profiling with improved quantification reproducibility and accuracy compared to data-dependent acquisition (DDA)-based phosphoproteomics. DIA data mining he...
Humans Tandem Mass Spectrometry Data Mining Phosphopeptides Chromatography, Liquid Phosphoproteins Cell Line, Tumor Peptide Library Reproducibility of Results Proteomics Deep Learning Proteome Algorithms Computational Biology Computer Simulation
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Enhancing unsupervised medical entity linking with multi-instance learning.

BMC medical informatics and decision making Nov 16, 2021
BACKGROUND: A lot of medical mentions can be extracted from a huge amount of medical texts. In order to make use of these medical mentions, a prerequisite step is to link those medical mentions to a medical domain knowledge base (KB). This linkage of...
Natural Language Processing Knowledge Bases Data Mining Humans Language
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Analysis of College Student Registration Management and Change Prediction Based on Mutated Fuzzy Neural Network Algorithm.

Computational intelligence and neuroscience Nov 16, 2021
Nowadays, a large number of students' academic registrations change every year in universities, but most of these cases are recorded and mathematically and statistically analysed through forms or systems, which are cumbersome and difficult to find so...
Algorithms Data Mining Humans Students Universities Neural Networks, Computer
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MemDis: Predicting Disordered Regions in Transmembrane Proteins.

International journal of molecular sciences Nov 12, 2021
Transmembrane proteins (TMPs) play important roles in cells, ranging from transport processes and cell adhesion to communication. Many of these functions are mediated by intrinsically disordered regions (IDRs), flexible protein segments without a wel...
Intrinsically Disordered Proteins Protein Conformation Amino Acid Sequence Data Mining Computational Biology Membrane Proteins Models, Molecular Internet Databases, Protein Neural Networks, Computer Reproducibility of Results
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