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Title: :  Handling the varying classes of data in news feed
PaperId: :  7938
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 2 2018
DUI:    16.0415/IJARIIE-7938
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prathyusha Rao MuthineniK.K.Wagh Institue of Enginnering
Ashwini UmarjikarK.K.Wagh Institue of Enginnering
Janhavi SonarK.K.Wagh Institue of Enginnering
Sheetal ShevateK.K.Wagh Institue of Enginnering

Abstract

Computer Engineering
Clustering, concept drift, supervised learning, weight of evidence and information value
Clustering of text data stream has a huge emphasis on data mining. Clustering of text stream used in news group filtering, document organization and category definition and clustering etc. Concept drift is the underlying distribution of the data that is varying. Previous systems have used live concept drifting detection methods which have used error rate classification. To overcome the drawbacks of those previous methods we have new efficient clustering method using three layer concept drift in text data streams. This new method adapt to real time changes rapidly and rigorously. In this, three layer indicate the layer of label space, the layer of feature space and the layer of mapping relationships between labels and features respectively.

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IJARIIE Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate. "Handling the varying classes of data in news feed" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 2 2018 Page 2644-2648
MLA Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate. "Handling the varying classes of data in news feed." International Journal Of Advance Research And Innovative Ideas In Education 4.2(2018) : 2644-2648.
APA Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, & Sheetal Shevate. (2018). Handling the varying classes of data in news feed. International Journal Of Advance Research And Innovative Ideas In Education, 4(2), 2644-2648.
Chicago Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate. "Handling the varying classes of data in news feed." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 2 (2018) : 2644-2648.
Oxford Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate. 'Handling the varying classes of data in news feed', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, 2018, p. 2644-2648. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Handling_the_varying_classes_of_data_in_news_feed_ijariie7938.pdf (Accessed : 08 May 2018).
Harvard Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate. (2018) 'Handling the varying classes of data in news feed', International Journal Of Advance Research And Innovative Ideas In Education, 4(2), pp. 2644-2648IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Handling_the_varying_classes_of_data_in_news_feed_ijariie7938.pdf (Accessed : 08 May 2018)
IEEE Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate, "Handling the varying classes of data in news feed," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, pp. 2644-2648, Mar-App 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/Handling_the_varying_classes_of_data_in_news_feed_ijariie7938.pdf [Accessed : 08 May 2018].
Turabian Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate. "Handling the varying classes of data in news feed." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 2 (08 May 2018).
Vancouver Prathyusha Rao Muthineni, Ashwini Umarjikar, Janhavi Sonar, and Sheetal Shevate. Handling the varying classes of data in news feed. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 08 May 2018]; 4(2) : 2644-2648. Available from: http://ijariie.com/AdminUploadPdf/Handling_the_varying_classes_of_data_in_news_feed_ijariie7938.pdf
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