|
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter
Copyright Infringement Claims
Indexing Partner
|
Published Paper Details
|
|
| Paper Title: | A New Classifier for Handling Concept Drifting Data Stream |
| Authors Name: | Ms. Rucha Patil , Mr. S.B. Chaudhary |
| Unique Id: | IJSDR2404187 |
| Published In: | Volume 9 Issue 4, April-2024 |
| Abstract: | Concept drifting stream data mining have recently garnered a great deal of attention for Machine Learning Researcher. The major challenges in stream data mining are focused on speed of data arrival, changes in data distribution in certain time, storage capability that uses less memory, and adapting changes in small amount of time. In this paper, a new Classifier based on hybrid approach is proposed that handle concept drifting stream data. The proposed classifier is used Naives Bayes as base learner for classification of concept drifting stream data where as concept drift is detected and handled by using drift detection method. |
| Keywords: | Concept drift, stream data, classification, drift detection. |
| Cite Article: | "A New Classifier for Handling Concept Drifting Data Stream", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.9, Issue 4, page no.1279 - 1283, April-2024, Available :http://www.ijsdr.org/papers/IJSDR2404187.pdf |
| Downloads: | 000338175 |
| Publication Details: | Published Paper ID: IJSDR2404187 Registration ID:211009 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: 1279 - 1283 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijsdr.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
Track Paper
Important Links
Conference Proposal
ISSN
 |
 |
DOI (A digital object identifier)
  Providing A digital object identifier by DOI How to GET DOI and Hard Copy Related |
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
 |
 |
 |
Social Media
Indexing Partner |
|||
| Copyright © 2024 - All Rights Reserved - IJSDR | |||
Facebook Twitter Instagram LinkedIn