AIMC Topic: Data Mining

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SCMAG: A Semisupervised Single-Cell Clustering Method Based on Matrix Aggregation Graph Convolutional Neural Network.

Computational and mathematical methods in medicine Oct 4, 2021
Clustering analysis is one of the most important technologies for single-cell data mining. It is widely used in the division of different gene sequences, the identification of functional genes, and the detection of new cell types. Although the tradit...
Computational Biology Cluster Analysis Algorithms Supervised Machine Learning Humans Neural Networks, Computer Data Mining Databases, Nucleic Acid Single-Cell Analysis RNA-Seq
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Feature Selection and Feature Stability Measurement Method for High-Dimensional Small Sample Data Based on Big Data Technology.

Computational intelligence and neuroscience Sep 23, 2021
With the rapid development of artificial intelligence in recent years, the research on image processing, text mining, and genome informatics has gradually deepened, and the mining of large-scale databases has begun to receive more and more attention....
Technology Big Data Data Mining Artificial Intelligence Algorithms
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Sports Training System Based on Convolutional Neural Networks and Data Mining.

Computational intelligence and neuroscience Sep 20, 2021
In recent years, China's sports industry has achieved good development, but the efficiency of athletes in the training process is difficult to have scientific guarantee. How to use scientific algorithm and data mining technology to accurately guide t...
Humans Data Mining Neural Networks, Computer Athletes Algorithms Sports
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Machine Learning Applications in Solid Organ Transplantation and Related Complications.

Frontiers in immunology Sep 16, 2021
The complexity of transplant medicine pushes the boundaries of innate, human reasoning. From networks of immune modulators to dynamic pharmacokinetics to variable postoperative graft survival to equitable allocation of scarce organs, machine learning...
Predictive Value of Tests Organ Transplantation Data Mining Clinical Decision-Making Therapy, Computer-Assisted Time Factors Risk Factors Postoperative Complications Graft Survival Risk Assessment Diagnosis, Computer-Assisted Treatment Outcome Humans Machine Learning Decision Support Techniques
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Complexity and data mining in dental research: A network medicine perspective on interceptive orthodontics.

Orthodontics & craniofacial research Sep 14, 2021
Procedures and models of computerized data analysis are becoming researchers' and practitioners' thinking partners by transforming the reasoning underlying biomedicine. Complexity theory, Network analysis and Artificial Intelligence are already appro...
Humans Orthodontics Dental Research Orthodontics, Interceptive Artificial Intelligence Data Mining
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Marketable value estimation of patents using ensemble learning methodology: Focusing on U.S. patents for the electricity sector.

PloS one Sep 13, 2021
Patent valuation is required to revitalize patent transactions, but calculating a reasonable value that consumers and suppliers could satisfy is difficult. When machine learning is used, a quantitative evaluation based on a large volume of data is po...
Electricity Marketing Patents as Topic Regression Analysis Data Mining Humans Neural Networks, Computer Machine Learning Algorithms United States
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Automatically disambiguating medical acronyms with ontology-aware deep learning.

Nature communications Sep 7, 2021
Modern machine learning (ML) technologies have great promise for automating diverse clinical and research workflows; however, training them requires extensive hand-labelled datasets. Disambiguating abbreviations is important for automated clinical no...
Data Mining Datasets as Topic Terminology as Topic Humans Biomedical Research Deep Learning
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Literature Mining and Mechanistic Graphical Modelling to Improve mRNA Vaccine Platforms.

Frontiers in immunology Sep 7, 2021
RNA vaccines represent a milestone in the history of vaccinology. They provide several advantages over more traditional approaches to vaccine development, showing strong immunogenicity and an overall favorable safety profile. While preclinical testin...
Data Mining Computer Graphics Models, Immunological Translational Research, Biomedical Knowledge Bases Humans Animals mRNA Vaccines Vaccine Development Systems Biology Natural Language Processing
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Predicting affinity ties in a surname network.

PloS one Sep 2, 2021
From administrative registers of last names in Santiago, Chile, we create a surname affinity network that encodes socioeconomic data. This network is a multi-relational graph with nodes representing surnames and edges representing the prevalence of i...
Data Mining Female Social Class Consanguinity Names Pedigree Humans Machine Learning Male Chile
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Difference Analysis of Regional Economic Development Based on the SOM Neural Network with the Hybrid Genetic Algorithm.

Computational intelligence and neuroscience Sep 1, 2021
Since the reform and opening up, China's regional economy has developed rapidly. However, due to different starting points of economic development caused by the traditional distribution of productive forces and the differences in regions, resources, ...
Cluster Analysis Data Mining Economic Development Neural Networks, Computer Algorithms China
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