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The actual data mining task is the semi-automatic or automatic analysis of massive quantities of data to extract previously unknown, interesting patterns such as groups of data records (cluster analysis), unusual records (anomaly detection), and dependencies (association rule mining, sequential pattern mining).
Metabolomics is a very data heavy subject, and often involves sifting through massive amounts of irrelevant data before finding any conclusions. Data mining has allowed this relatively new field of medical research to grow considerably within the last decade, and will likely be the method of which new research is found within the subject. [28]
The Wikipedia Data Mining Project's goal is to discover the internal pattern in a Wikipedia data set and explore various data mining algorithms. Cluster algorithm/s can group Wikipedia articles based on similarity, and forms thousands of data objects into an organized tree to help people view the content.
The modern conception of data science as an independent discipline is sometimes attributed to William S. Cleveland. [23] In 2014, the American Statistical Association's Section on Statistical Learning and Data Mining changed its name to the Section on Statistical Learning and Data Science, reflecting the ascendant popularity of data science. [24]
Text mining, text data mining (TDM) or text analytics is the process of deriving high-quality information from text. It involves "the discovery by computer of new, previously unknown information, by automatically extracting information from different written resources."
Data mining facilities are included in some of the Category:Data analysis software and Category:Statistical software products. Subcategories.
Data Stream Mining (also known as stream learning) is the process of extracting knowledge structures from continuous, rapid data records. A data stream is an ordered sequence of instances that in many applications of data stream mining can be read only once or a small number of times using limited computing and storage capabilities.
Cyborg data mining is the practice of collecting data produced by an implantable device that monitors bodily processes for commercial interests. As an android is a human-like robot, a cyborg, on the other hand, is an organism whose physiological functioning is aided by or dependent upon a mechanical/electronic device that relies on some sort of feedback.