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Classification by Clustering (CbC): An Approach of Classifying Big Data based on Similarities
(2019-01-30)
Data classification in supervised learning is the process of classifying data for data mining task that helps to analyses data for decision making. The objective of a classification model is to correctly predict the ...
Active Learning with Clustering for Mining Big Data
(2019-05-28)
Big data mining is become a key research issue nowadays. It's costly and
also time-consuming to extract knowledge from big data. Big data is so
big, it contains millions of data points that's why it's very difficult to ...
Solving Multi-Class Classification Tasks with Classifier Ensemble based on Clustering
(2019-09-07)
Ensemble learning is very popular for few decades for solving classification
problems, because it generates and combines a diversity of classifiers using
the same learning algorithm for the base-classifiers. In this paper ...