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University of the Cumberlands Data Mining Literature Review & PPT
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Problem statement: This study mainly focuses `on the problems which are experienced during the extraction of data and how we can apply the data mining techniques to resolve them.
Based on this problem statement need to write a literature review on data mining techniques. I have attached a reference paper for your use. It can include following points as references:
At the current stage the technologies for generating and collecting data have been advancing rapidly.
The main problem is the extraction of valuable and accurate information from large data sets.
- One of the main techniques for solving this problem is Data Mining.
- Data mining (DM) is the process of identification and extraction of useful information in typically large databases.
- DM aims to automatically discover the knowledge that is not easily perceivable.
- It uses statistical analysis and artificial intelligence (AI) techniques together to address the issues. There are different types of tasks associated to data mining process.
- Each task can be thought of as a particular kind of problem to be solved by a data mining algorithm.
- The main types of tasks performed by DM algorithms are: Classification, Association, Clustering, Regression, Anomaly Detection, Feature Extraction, Time Series Analyse
