Analysis of Placement for Electronics and Communication Engineering Students using Multiple Clustering
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: 1 | Views: 367 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Analysis Study Research Paper | Computer Science & Engineering | India | Volume 12 Issue 11, November 2023 | Popularity: 5 / 10


     

Analysis of Placement for Electronics and Communication Engineering Students using Multiple Clustering

Dr. Dola Sanjay S


Abstract: Inspired by the success of supervised bagging and boosting algorithms, we propose non-adaptive and adaptive re-sampling schemes for the integration of multiple independent and dependent clustering. We investigate the effectiveness of bagging techniques, comparing the efficacy of sampling with and without replacement, in conjunction with several consensus algorithms. In our adaptive approach, individual partitions in the ensemble are sequentially generated by clustering specially selected subsamples of the given data set. The sampling probability for each data point dynamically depends on the consistency of its previous assignments in the ensemble. New subsamples are then drawn to increasingly focus on the problematic regions of the input feature space. The comparison of adaptive and non-adaptive approaches is a new avenue for research, and this study helps to pave the way for the useful application of distributed data mining methods.


Keywords: Python, MATLAB, ECE, prediction, branch, data, clustering


Edition: Volume 12 Issue 11, November 2023


Pages: 1840 - 1846


DOI: https://www.doi.org/10.21275/SR231124174414



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


Text copied to Clipboard!
Dr. Dola Sanjay S, "Analysis of Placement for Electronics and Communication Engineering Students using Multiple Clustering", International Journal of Science and Research (IJSR), Volume 12 Issue 11, November 2023, pp. 1840-1846, https://www.ijsr.net/getabstract.php?paperid=SR231124174414, DOI: https://www.doi.org/10.21275/SR231124174414

Similar Articles

Downloads: 186 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016

Pages: 1523 - 1527

Multifunctional Remote Controlled Robot Using Android Application

T. A. Mithu, T. S. Reddy

Share this Article

Downloads: 124 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 991 - 995

A Study and Comparative Analysis of Cryptographic Algorithms for Various File Formats

M. Meena, A. Komathi

Share this Article

Downloads: 161 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 868 - 874

Study of Power Management in Adhoc Networks

Anandhi Giri, S. K. Srivatsa

Share this Article

Downloads: 0

Survey Paper, Computer Science & Engineering, India, Volume 11 Issue 7, July 2022

Pages: 1023 - 1029

A Survey and High-Level Design on Human Activity Recognition

Abhishikat Kumar Soni, Dhruv Agrawal, Md. Ahmed Ali, Dr. B. G. Prasad

Share this Article

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 11, November 2022

Pages: 642 - 647

Face Liveness to Identify Between Actual Face and Spoof Face

Lovely Pal, Renuka Singh

Share this Article
Top