Home|Journals|Articles by Year Follow on Twitter

Directory for Medical Articles

Open Access

Research Article

EEO. 2021; 20(5): 5597-5603

Agent-MB-DivClues: Multi Agent Mean based Divisive Clustering

Mohammed Ali Shaik, Dhanraj Verma.

The conventional way of performing data search comprises of disadvantages specifically in environment induced and non-stationarity while performing advanced prediction. In this context we propose an agent based MBDivclues hierarchicalclustering method which is based on Multi Agent System (MAS) approach which enables us with decentralized control over the framework to attain the similarity among objects to structure various categorical attributes and measuring of relative distance among various numeric values by calculating the arithmetic mean which is assigned to the rootnode. In this paper we propose a novel divisive hierarchy that is based on the construction and implementation of a non-binary tree using multi agents. And to predict the forecasting error and be a step ahead In this approach we use a system of several adaptive forecasting agents, where the novel multi-agent forecasting system allows an agent to perform minimal training sequences and to attain accurate results to forecast by employing single prediction algorithm.

Key words: MAS, Classification, Clustering, MB-Divclues, forecasting, prediction.

Similar Articles

A Transfer Learning-Based Approach with Deep CNN for COVID-19- and Pneumonia-Affected Chest X-ray Image Classification.
Chakraborty S, Paul S, Hasan KMA
SN computer science. 2022; 3(1): 17

Event-Driven Acquisition and Machine-Learning-Based Efficient Prediction of the Li-Ion Battery Capacity.
Mian Qaisar S, AbdelGawad AEE, Srinivasan K
SN computer science. 2022; 3(1): 15

Diversity Forests: Using Split Sampling to Enable Innovative Complex Split Procedures in Random Forests.
Hornung R
SN computer science. 2022; 3(1): 1

GANBOT: a GAN-based framework for social bot detection.
Najari S, Salehi M, Farahbakhsh R
Social network analysis and mining. 2022; 12(1): 4

Applications of Artificial Intelligence in Drug Design: Opportunities and Challenges.
Thomas M, Boardman A, Garcia-Ortegon M, Yang H, de Graaf C, Bender A
Methods in molecular biology (Clifton, N.J.). 2022; 2390(): 1-59

Full-text options

Latest Statistics about COVID-19
• pubstat.org

Add your Article(s) to Indexes
• citeindex.org

Covid-19 Trends and Statistics
Follow ScopeMed on Twitter
Author Tools
eJPort Journal Hosting
About BiblioMed
License Information
Terms & Conditions
Privacy Policy
Contact Us

The articles in Bibliomed are open access articles licensed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (https://creativecommons.org/licenses/by-nc-sa/4.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
ScopeMed is a Database Service for Scientific Publications. Copyright ScopeMed Information Services.

ScopeMed Web Sites