Department of CSE, Institute of Aeronautical Engineering, Hyderabad, India
Review Article
Survey on Dynamic Concept Drift
Author(s): Kishore Babu* and PV Narsimha Rao
The role of information technology and the advancement of the cloud computing have increased the use of
the data in everyday life. Data analyzation and data storage become a challenging task during the processing of
this large data. In the online applications, the data stream varies with rapid speed and has a larger volume. The
recurring concept drift in the data stream makes the classification process to be complicated. Various algorithms
discussed in the previous research works have not effectively addressed the problem of detecting the recurring
concept drift in the data. The selection of the high-performing classifier model is also a challenging research goal.
This research introduces two classification models for classifying the data with the recurring concept drift in the real
time environment... Read More»
Journal of Computer Science & Systems Biology received 2279 citations as per Google Scholar report