Author Login IJIRT Partner Network (IPN) Login

Using Multitier Ensemble Classifiers for Organizing Multimedia Big Data - An Visualization

  • Unique Paper ID: 147058
  • Volume: 5
  • Issue: 3
  • PageNo: 312-316
  • Abstract:
  • This article initiates and considers large iterative multitier ensemble (LIME) classifiers specifically tailored for big data. These classifiers are very large, but are quite easy to generate and use. They can be so large that it makes sense to use them only for big data. They are generating repeatedly as a result of numerous iterations in applying ensemble meta classifiers. Here, we carry out an ample investigation of the concert of LIME classifiers for a trouble concerning security of big data. Our examines evaluate LIME classifiers with different base classifiers and standard common ensemble meta classifiers. The outcome obtained exhibit that LIME classifiers can significantly enlarge the precision of classifications. In this paper, the semantic link network model is second-hand for categorize multimedia resources. An entire model for generating the union relation among multimedia resources using semantic link network model is anticipated. A genuine data set counting 100 thousand images with public tags from Flickr is used in our trials. Two appraisal methods, including clustering and retrieval, are performed, which illustrate the planned method can compute the semantic relatedness linking Flickr images accurately and robustly.
Download article email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 5
  • Issue: 3
  • PageNo: 312-316

Using Multitier Ensemble Classifiers for Organizing Multimedia Big Data - An Visualization

Related Articles

Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry