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Intelligent computing system based on pattern recognition and data mining algorithms
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PRE
AI
DOI：10.1016/j.suscom.2017.10.010.png)
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Abstract
En 中文
The integration of intelligent system mainly includes the application of intelligent technology, such as artificial intelligence and computational intelligence method, which is used in different levels of the system. This paper introduces the application and technology of several intelligent system integrations, the advantages and disadvantages of learning theory and expert system. Neural network is applied in intelligent systems and we use scope reviewed several new development of intelligent technology, plus this paper describes the development direction of the intelligent system. This paper introduces the basic concepts of data mining, including data mining technology, artificial intelligence, machine learning, statistical analysis, fuzzy logic, pattern recognition and artificial neural networks and other technologies. We analyze the structure of the general algorithm of data mining, and classify the data mining technology in details, including more than 10 techniques of decision tree technology, neural network technology, rough set and fuzzy set. Finally, the research directions of data mining in artificial intelligence, e-commerce applications and mobile communication computing are discussed. (C) 2017 Elsevier Inc. All rights reserved.
Keywords:
Pattern recognition
Data mining
Intelligent systems
Technologies
Algorithms
Journal
S
IF:
5.7
Papers:
966
Citations:
3.1K
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