Efficient Concept Evolution Detection In Data Stream
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 131 | Views: 307

Research Paper | Computer Science & Engineering | India | Volume 3 Issue 5, May 2014 | Popularity: 6.8 / 10


     

Efficient Concept Evolution Detection In Data Stream

Mahesh R. Hirde, Piyush K. Ingole


Abstract: In current years we have seen extraordinary growth in the application of data mining. Lot of work is done on infinite length; concept drift; and concept evolution. In that case we try to solve problem of continuous and fast data stream plus drift in. Previous work had done on the detection of unseen class. In this project we enhance the unseen class detection process with the additional method. Here we used flexible decision boundary and gini coefficient for batter result. In addition we are working on the simultaneous multiple unseen class detection process.


Keywords: Data stream, new class detection, flexible decision boundary, outlier detection, concept evolution


Edition: Volume 3 Issue 5, May 2014


Pages: 253 - 255



Make Sure to Disable the Pop-Up Blocker of Web Browser


Text copied to Clipboard!
Mahesh R. Hirde, Piyush K. Ingole, "Efficient Concept Evolution Detection In Data Stream", International Journal of Science and Research (IJSR), Volume 3 Issue 5, May 2014, pp. 253-255, https://www.ijsr.net/getabstract.php?paperid=20131709, DOI: https://www.doi.org/10.21275/20131709

Similar Articles

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Student Project, Computer Science & Engineering, India, Volume 11 Issue 6, June 2022

Pages: 1875 - 1880

Microclustering with Outlier Detection for DADC

Aswathy Priya M.

Share this Article

Downloads: 7 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Analysis Study Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1825 - 1834

Architecting Resilient REST APIs: Leveraging AWS, AI, and Microservices for Scalable Data Science Applications

Sai Tarun Kaniganti, Venkata Naga Sai Kiran Challa

Share this Article

Downloads: 104

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Downloads: 106 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1850 - 1856

A Review on Detection of Outliers Over High Dimensional Streaming Data Using Cluster Based Hybrid Approach

Abhishek B. Mankar, Namrata Ghuse

Share this Article

Downloads: 107

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1852 - 1856

Survey on Outlier Pattern Detection Techniques for Time-Series Data

Archana N., S. S. Pawar

Share this Article
Top