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Machine Learning for Mining Big Data: A Review
Development of Big Data is virtually transforming our lifestyle. It is also accelerating industrial growth through process optimization, insight discovery and improved decision making. The massive scale of big data exceeds ...
Big Data Mining in the Presence of Concept Drifting
Concept drift in big data mining is an absolute, highly demanding research issue in this digital era. A concept in "concept drift" involved in the field of data mining (DM) and machine learning (ML) studies is referred ...
Scalable Decision Tree Induction For Mining Big Data
Big data mining is one of the major challenging research issues in the field of machine learning for data mining applications in this present digital era. Big data consists of 3V's: (1) volume - massive amount of data/ ...
Active Learning with Clustering for Mining Big Data
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 ...