Excetional Model Mining is a descriptive modeling technique to discover interesting patterns in datasets. Whether a pattern is exceptional or not is often quite subjective and dependent on the context ...

Data mining definition. Data mining, sometimes used synonymously with “knowledge discovery,” is the process of sifting large volumes of data for correlations, patterns, and trends.

Abstract: Many existing data mining algorithms search interesting patterns from transactional databases of precise data. However, there are situations in which data are uncertain. Items in each ...

High Utility Pattern Mining: A data mining approach that focuses on identifying patterns based on their overall contribution or ‘utility’, often considering multiple factors such as cost, ...

The actual data mining task is the automatic or semi-automatic analysis of large quantities of data to extract previously unknown interesting patterns. Data mining involves six common classes of tasks ...

Introduces basic data mining concepts and techniques for discovering interesting patterns hidden in large-scale data sets, focusing on issues relating to effectiveness and efficiency. Topics covered ...

AI programs do, indeed, result in patterns, but, just as "The fault, dear Brutus, lies not in our stars but in ourselves," the fact of those patterns is not something in the data, it is what the ...

Likewise, Web proxy logs hold similar value and can be mined for a lot of useful, actionable data, like daily summaries of malicious HTTP User Agents, content types (think "executables"), and more.