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
Similar Articles
Downloads: 186 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016
Pages: 1523 - 1527Multifunctional Remote Controlled Robot Using Android Application
T. A. Mithu, T. S. Reddy
Downloads: 124 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016
Pages: 991 - 995A Study and Comparative Analysis of Cryptographic Algorithms for Various File Formats
M. Meena, A. Komathi
Downloads: 161 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017
Pages: 868 - 874Study of Power Management in Adhoc Networks
Anandhi Giri, S. K. Srivatsa
Downloads: 0
Survey Paper, Computer Science & Engineering, India, Volume 11 Issue 7, July 2022
Pages: 1023 - 1029A Survey and High-Level Design on Human Activity Recognition
Abhishikat Kumar Soni, Dhruv Agrawal, Md. Ahmed Ali, Dr. B. G. Prasad
Downloads: 0
Research Paper, Computer Science & Engineering, India, Volume 11 Issue 11, November 2022
Pages: 642 - 647Face Liveness to Identify Between Actual Face and Spoof Face
Lovely Pal, Renuka Singh