Angelina A. Tzacheva

MR - Random Forest Algorithm for Distributed Action Rules Discovery

2016 · International Journal of Data Mining & Knowledge Management Process

Action rules, which are the modified versions of classification rules, are one of the modern approaches for discovering knowledge in databases. Action rules allow us to discover actionable knowledge from large datasets. Classification rules are …

Action Rules for Sentiment Analysis on Twitter Data Using Spark

2017

Action Rules are vital data mining method for gaining actionable knowledge from the datasets. Meta actions are the sub-actions to the Action Rules, which intends to change the attribute value of an object, under consideration, …

Action rules for sentiment analysis using Twitter

2020 · International Journal of Social Network Mining

Actionable patterns are interesting and usable knowledge mined from large datasets. Action rules are rules that describe the possible transition of objects from one state to another with respect to a decision attribute. In this …

Hybrid Scalable Action Rule

2020

Action Rule mining is a method to extract actionable pattern from datasets. Classification rules are those which helps predict the object's class, whereas Action Rules are actionable knowledge that provide suggestions on how an objects …