Artificial Intelligence in Data Mining by Unknown

Author:Unknown
Language: eng
Format: epub
ISBN: 9780128206164
Publisher: Elsevier Ltd.
Published: 2021-03-15T00:00:00+00:00

Keywords

Artificial intelligence (AI); artificial neural network (ANN); fuzzy logic (FL); data mining; intelligent manufacturing system

7.1 Artificial intelligence

Artificial intelligence (AI) is widely used by the programmers and the computer system to perform an executable task that is highly complex and straight forward in programming. The AI consists of various branches, namely fuzzy logic (FL), artificial neural network (ANN), expert system (ES), genetic algorithm (GA), and hybrid system (HS), respectively. However, the HS is formed by integrating two or more AI branches. AI is the technology that has natural synergy and can be effectively used to generate powerful computing processes. AI is used to solve the deficiencies that occurred by the traditional approaches. The key role of AI is to generate an effective, more efficient, and better computing system. Sometimes, the AI requires additional features of human intelligence, like the ability to interpolate and learning from the current knowledge.

The primary usage of intelligent technology is that it leads to the development of a useful system with enhanced performance and characteristics that could not be achieved by the existing techniques. Accordingly, AI methods are widely used in various applications and domains. However, the AI is commonly used in some of the applications that as listed as follow:

• Forecasting

• Power system and optimization

• Social or physiological sciences

• Signal processing

• Manufacturing

• Medicine

• Robotics

• Pattern recognition

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