An Implementation of ANN Through Data Mining using Regression Analysis and Clustering for Prediction of Irreversible Dementia
Ramachandran V G1, M Afshar Alam2, Sherin Zafar3, Siddhartha Sankar Biswas4
1Ramachandran V G, Jamia Hamdard, (New Delhi), India.
2M Afshar Alam, Jamia Hamdard, (New Delhi), India.
3Sherin Zafar, Jamia Hamdard, (New Delhi), India.
4Siddhartha Sankar Biswas, Jamia Hamdard, (New Delhi), India.
Manuscript received on 06 June 2019 | Revised Manuscript received on 30 June 2019 | Manuscript Published on 04 July 2019 | PP: 859-861 | Volume-8 Issue-1S4 June 2019 | Retrieval Number: A11580681S419/2019©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Even though, new technological era is making our life more comfortable and most modern super-fast lifestyle, it also gifted us with a lot of irreversible health complications. With the emergence of Bio informatics which made the medical field to change the diagnosis procedures from a“guessing and prophecyoffacts”to digital confirmations. This has not only shortened the effort of Doctors and Medic-Technicians, but alsoabridged the death rate and early detection of diseases with timely and correct management by quashing the complexities. In order to sustain our newer lifestyle; a fortuitous occurring of irreversible diseases like Alzheimer’sdisease can be anticipated at its early stages using Datamining technique so that which can be condensed or evaded before it could swallow much. This need to have worked out over various Knowledge Discovery Technics like Regression Analysis, Clustering using multi layered Artificial Neural Networks (ANN). Due to complex structure, long training time, and uneasilyexplicable representation of results and incomprehensible results,generallyANNis not being used in datamining; still, ANN have the competency of high acceptance over noisy data and high accuracy when used in data mining. As the ANN implemented by using the methodology of Neurons in our human brain, it exists a brilliant tool in Datamining.
Keywords: Data Mining Prediction Clustering Regression Analysis Management Neural Networks.
Scope of the Article: Data Mining