DATA EXPLORATION AS A PROCESS OF KNOWLEDGE FINDING AND THE ROLE OF MINING DATA TOWARDS INFORMATION SECURITY

Authors:

Bhavana Jamalpur,Komuravelly Sudheer Kumar,A. Harshavardhan,Dandugundum Mahesh,

DOI NO:

https://doi.org/10.26782/jmcms.2020.06.00017

Keywords:

Data Mining,KDD process,security,

Abstract

The interdisciplinary field of Data Mining (DM) develops from the assemblage of statistics as well as machine learning (artificial intelligence). It provides a technology that helps to assess and also recognize the relevant information contained in a database, as well as it has been used in a large number of areas or requests. Exclusively, the idea DM originates from the correlation between the seek beneficial info in data banks as well as exploration useful minerals in a hill.

Refference:

I Bhavana Jamalpur, Komuravelly Sudheer Kumar, “Implementation of Bovw Model Towards Obtaining Discriminative Features of the Images”, International Journal of Advanced Science and Technology, Vol. 28, No. 17, (2019).
II Bhavana Jamalpur,“Analysis of Noise Reduction of Large Data sets Using Mathematical Tools in Data Mining”, International Journal of Pure and Applied Mathematics, Volume 120 No. 6 2018, 7061-7070 ISSN: 1314-3395
III D. Deepika, a Krishna Kumar, Monelli Ayyavaraiah, Shoban Babu Sriramoju, “Phases of Developing Artificial Intelligence and Proposed Conversational Agent Architecture”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), ISSN: 2278-3075, Volume-8 Issue-12, October 2019, DOI: 10.35940/ijitee.L3384.1081219
IV D. Ramesh, Sallauddin Md, Syed Nawaz Pasha “Enhancements of Artificial Intelligence and Machine Learning “ , International Journal of Advanced Science and Technology, vol 28,No.17(2019),pp-16-23
V Kiran Kumar S V N Madupu, “Key Methodologies for Designing Big Data Mining Platform Based on CloudComputing”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN: 2456-3307, Volume 1 Issue 2, pp. 190-196, September-October 2016. Available at doi : https://doi.org/10.32628/CSEIT206271
VI Kiran Kumar S V N Madupu, “Tool to Integrate Optimized Hardware and Extensive Software into Its Database to Endure Big Data Challenges”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 5, Issue 5, pp. 272-279, September-October 2019. Available at doi : https://doi.org/10.32628/CSEIT206275

VII Kiran Kumar S V N Madupu, “Functionalities, Applications, Issues and Types of Data Mining System”, International Journal of Innovative Research in Computer and Communication Engineering, Vol. 5, Issue 8, August 2017
VIII KomuravellySudheer Kumar, J. Bhavana, “A Study on Data Mining towards Cloud Computing”, Indian Journal of Public Health Research & Development, Vol.9, No. 11,November 2018.
IX Mohammed Ali Shaik, “A Survey on Text Classification methods through Machine Learning Methods”, International Journal of Control and Automation, Vol. 12, No.6, (2019), pp. 390 – 396.
X Mohammed Ali Shaik, “Time Series Forecasting using Vector quantization”, International Journal of Advanced Science and Technology, Vol. 29, No. 4, (2020), pp. 169-175.
XI Mohammed Ali Shaik, P.Praveen, Dr.R.VijayaPrakash, “Novel Classification Scheme for Multi Agents”, Asian Journal of Computer Science and Technology, ISSN: 2249-0701 Vol.8 No.S3, 2019, pp. 54-58.
XII Monelli and S. B. Sriramoju, “An Overview of the Challenges and Applications towards Web Mining,” 2018 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2018 2nd International Conference on, Palladam, India, 2018, pp. 127-131.doi: 10.1109/I-SMAC.2018.8653669
XIII P. Pramod Kumar, S. Naresh Kumar, V. Thirupathi, Ch. Sandeep, “QOS AND SECURITY PROBLEMS IN 4G NETWORKS AND QOS MECHANISMS OFFERED BY 4G”, International Journal of Advanced Science and Technology, Vol. 28, No. 20, (2019), pp. 600-606
XIV Praveen P., Rama B. (2018) A Novel Approach to Improve the Performance of Divisive Clustering- BST. In: Satapathy S., Bhateja V., Raju K., Janakiramaiah B. (eds) Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, vol 542. Springer, Singapore
XV PushpaMannava, “Big Data Analytics in Intra-Data Center Networks and Components Of Data Mining”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN: 2456-3307, Volume 1 Issue 3, pp. 82-89, November-December 2016. Available at doi : https://doi.org/10.32628/CSEIT206272
XVI PushpaMannava, “A Study on the Challenges and Types of Big Data”, “International Journal of Innovative Research in Science, Engineering and Technology”, ISSN(Online) : 2319-8753, Vol. 2, Issue 8, August 2013

XVII PushpaMannava, “Data Mining Challenges with Bigdata for Global pulse development”, International Journal of Innovative Research in Computer and Communication Engineering, ISSN(Online): 2320-9801, vol 5, issue 6, june 2017
XVIII S. Naresh Kumar, P. Pramod Kumar, C. H. Sandeep, and S. Shwetha. “Opportunities for applying deep learning networks to tumour classification.” Indian Journal of Public Health Research & Development, no. 11 (2018): 742-747.
XIX Sandeep, C. H., S. Naresh Kumar, and P. Pramod Kumar. “Security challenges and issues of the IoT system.” Indian Journal of Public Health Research & Development, no. 11 (2018): 748-753.
XX SiripuriKiran, ShobanBabuSriramoju, “A Study on the Applications of IOT”, Indian Journal of Public Health Research & Development, November 2018, Vol.9, No. 11, DOI Number: 10.5958/0976-5506.2018.01616.9
XXI Thirupathi, Ch. Sandeep, S. Naresh Kumar, P. Pramod Kumar ,A COMPREHENSIVE REVIEW ON SDN ARCHITECTURE, APPLICATIONS AND MAJOR BENIFITS OF SDN, International Journal of Advanced Science and Technology, Volume 28, Issue 20, December 2019, Page Nos: 607-614, ISSN: 2005-4238.
XXII ThotapallyMounika Reddy, BhavanaJamalpur, “Dynamic and Secure Ranked Keyword Search over Encrypted Cloud Data”,International Journal of Research,Volume 05 Issue 07,March 2018.
XXIII Y.Chanti, J. Bhavana, “Fast Nearest Neighbor Search Partial Query With Keyword”,International Journal For Technological Research In Engineering ,Volume 3, Issue 4, December-2015, ISSN (Online): 2347 – 4718.

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