Research Papers Published (National/ International Journal)

[1].       Sunita  Soni, O.P. Vyas, Using Associative Classifiers for Predictive Analysis in Health Care Data Mining, published in International Journal of Computer Application(IJCA, 821 – 1163) Volume 4– No.5, July 2010.

[2].       Sunita Soni  , O.P.Vyas, Performance Evaluation of Weighted Associative Classifier in Health Care Data Mining and Building Fuzzy Weighted Associative Classifier, D. Nagamalai, E. Renault, and M. Dhanushkodi (Eds.): PDCTA 2011, CCIS 203, pp. 224–237, 2011.© Springer-Verlag Berlin Heidelberg 2011.

[3].       Sunita Soni  , O.P.Vyas , Improving Prediction Accuracy in Health Care Data Mining using Weighted Associative Classifiers, i-manager’s Journal on Future Engineering and Technology (JFET) (International Journal ), i-manager Publications, India (Nov –Jan 2012) VOL. 7 NO. 19; page 45-51.

[4].       Sunita Soni  , O.P.Vyas, Fuzzy Weighted Associative Classifier: A Predictive Technique For Health Care Data Mining , International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol.2, No.1, February 2012 pages 11-22

[5].       Sunita Soni, O.P. Vyas,  Building Weighted Associative Classifiers using Maximum Likelihood Estimation to Improve Prediction Accuracy in Health Care Data Mining, Journal of Information & Knowledge Management, Vol. 12, No. 1,  World Scientific Publishing Co., pages 1350008 (1-14), March -2013. (Scopus)

[6].       Sunita Soni, O.P. Vyas, Mining Health Care Sequences using Weighted Associative Classifier, Global Journals Inc. (U.S.), 2014.

[7].       Sunita Soni  , Jyoti Soni, Ujma Ansari, Dipesh Sharma, Predictive Data Mining for Medical Diagnosis: An Overview of Heart Disease Prediction, published in International Journal of Computer Application(IJCA, 0975 – 8887) Volume 17– No.8, March 2011pp-43-48.

[8].       Sunita Soni  , Jyoti Soni, Ujma Ansari, Dipesh Sharma, Intelligent and Effective Heart Disease Prediction System using Weighted Associative Classifiers, International Journal on Computer Science and Engineering (IJCSE) ISSN : 0975-3397 Vol. 3 No. 6 June 2011 pp 2385-2392

[9].       Sunita soni, Shweta Kharya, Shikha Agarwal, Naïve Bayes Classifiers: A probabilistic Detection Model for Breast cancer, International Journal of Computer Application(IJCA, 26 – 31) Volume 92– No.10, April 2014.(Printed)

[10].     S. soni, S. Kharya, S. Agarwal, Using Bayesian Network for Prognosis & Diagnosis of Breast Cancer, International Journal of Advanced Research in Computer and Communication Engineering ( IJARCCE), Vol. 3 Issue 2, February 2014. 

[11].     S. soni, S. Kharya, S. Agarwal, Predictive Machine Learning Techniques for Breast Cancer Detection, International Journal of Computer Science and Information technology(IJCSIT) Vol 4(6), 1023-1028, 2013.

[12].     Sunita Soni, Jyothi Pillai, An Expert Case-Based System using Decision Tree Induction for Weight Management Counseling To Obese Children, International Journal of Computer Science and Applications, IJCSA, Vol. 1, No. 2, 2008 and Proceedings of International Conference on Advanced Computing, ICAC’08.

[13].    S. soni, S. Kharya, Weighted Naive Bays Classifier: A Predictive Model for Breast Cancer Detection, International Journal of Computer Applications (IJCA) January 2016.

[14]     Sunita soni Rewati Raman Dewangan, Analysis of Social Networking Based on Location Centric using Big Data, International Journal of Advance Technology in Engineering & Science, Vol 4,Issue 12, pp 100-109, 2016.

[15.]     Jyothi Pillai, Sunita Soni, An Expert Case-Based System using Decision Tree Induction for Weight Management Counseling To Obese Children, International Journal of Computer Science and Applications, IJCSA, Vol. 1, No. 2, 2008 and Proceedings of International Conference on Advanced Computing, ICAC'08. [Published]    

[16]      jyothi Pillai, Sunita Soni, O.P.Vyas, Maybin Muyeba; A Conceptual Approach to Temporal Rare Itemset Utility Mining; published in the International Journal of Computer Applications (IJCA, 0975 - 8887) Volume 1  No. 28, pages 65-72.

[17]      Sunita Soni, O.P. Vyas, Fuzzy Weighted Associative Classifier For Improving Prediction Accuracy In Health Care Data Mining, Journal of Engineering Research.

[18]      Sunita soni, Shweta Kharya, Tripti Swarnakar, Predictive Data Analytics approaches in clinical Informatics: A Review , IJAMTES, 2249-7455, pp 1566-1579, Vol 8,  Mar 2018. .[ UGC-Approved].

[19]      Sunita soni, Shweta Kharya, Research Framework for implementation of Bayesian Belief Network in various platform: A Review, International Journal of Management, Technology & Engineering, Issue-III, ISSN 2249-7455, DOI16.10089, pp 952-957 Mar 2019.[ UGC-Approved]

[20]      Rewati raman, Sunita Soni, Safe Gaurding privacy of data in cloud enviornment using Advanced RTPP technique, International Journal of Management, Technology & Engineering, Issue-III, ISSN 2249-7455, DOI16.10089, pp 967-969 Mar 2019.[ UGC-Approved].

Conference papers

(I). Full length paper in proc. of International Conferences (Total : 06)

[1.]           Sunita Soni, M.V. Padmavathi, 3-D Pattern Generation using Contextual Array Grammars” in CMASM 2007 FIM XIV (COMPUTATIONAL, MATHEMATICAL AND STATISTICAL METHODS) The Fourteenth International Conference of the Forum for Interdisciplinary Mathematics from 06-08 January 2007 at IIT Chennai.

[2]            Sunita Soni, Jyothi Pillai,  O.P.Vyas, The Predictive Analytics using Innovative Data Mining approach,  International Conference on Advanced data Analysis, Business Analytics and Intelligence, IIM, Ahmadabad, Gujarat 6th-7th June’09. [Published]

[3].           Sunita Soni , Jyothi pillai , O.P.Vyas,  An Associative Classifier Using         Weighted Association Rule,  Proceedings of International Symposium on Innovations in natural Computing published by 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC 2009) 978-1-4244-5612-3/09/$26.00 c_2009 IEEEand IEEE-Xplore,   [Published]

[4].           Sunita soni , Ranjana Vyas, Jyothi pillai , O.P.Vyas, Knowledge Management Approach for Predictive Analytics in     Marketing DSS using Temporal Data Mining techniques, International Conference of Information security and Management of Technologies  in business ICMIS –2010, 21-24 jan 2010, IIIT Allahabad.

[5]            Soni S., Pillai J., Usage of Nearest Neighborhood, Decision Tree and Bayesian Classification Techniques in Development of Weight Management Counseling System, Proceedings of International Conference on Emerging Trends in Engineering and Technology-ICETET’08, G.H.Raisoni College, Nagpur on 16th – 18th July 2008 and IEEE-Xplore,  IEEE Computer Society On-line store, IEEE Computer Society(CSDL) Digital Libraries, IEE INSPEC, EI(Compendex), Thomson ISI. 

[6]            Sunita Soni, Jyothi Pillai, A Case-Based Expert System For Weight Management Counseling To Obese Children, Proceedings of International Conference on Resource Utilization & Intelligent Systems, INCRUIS’08,  Kongu Engineering College, Erode, 3rd- 5th Jan.’08.

(I). Full length paper in proc. of National Conferences (Total : 09)

[1].          Sunita Soni, M V Padmavathi, Petrinets -‘A  Tool For Protocol Design,  Proceedings of National Conference on Advanced Communication Techniques’  APR. 2005  .

[2]            Sunita Soni, Jyothi Pillai, Weight Management Counseling for Obese Children”- Proceedings of National Conference on “Technological Advancement in Processing and Decision Making” in BITCON-07

[3].           Sunita soni, Shweta Kharya, Shikha Agarwal, Naïve Bayes Classifiers: A Probabilistic Model for Breast Cancer, National Conference AICON-13, CSIT  Durg C.G. India.

[4]            Sunita soni, Shweta Kharya, Shikha Agarwal, Weight based Theoretical  Analysis on Naïve Bayes Classifiers for Breast Cancer Detection, National Conference AICON-14, CSIT Durg C.G. India.

[5].           Sunita soni, , Jyothi Pillai, A Case Based Framework for weight management counseling to obese children, Proceedings of National Conference on Technological Advancements in Processing and Decision Making, BITCON’07, BIT, Durg, on 16th -17th March’ 2007.

[6]            Sunita soni, Revati Raman Dewangan, Big Data Architecture and Framework, Proceedings of National Conference on Research Challenges in Applications of Computing towards Digitization of India.

[7]            Sunita soni, ,  Dinesh Bhawnani Using Data Mining and Big data techniques for prognosis and diagnosis of treatment of non communicable diseases Proceedings of National Conference on Research Challenges in Applications of Computing towards Digitization of India.

[8]            Sunita soni, Shweta Kharya, A literature on Big Data Analysis in Health Informatics Proceedings of National Conference on Research Challenges in Applications of Computing towards Digitization of India.

[9]            Sunita Soni, Jyothi Pillai, Case Representation and Retrieval in Weight Management Counseling to obese children: A Semi-Fuzzy Approach, Proceedings of National Conference on Managing Complexity in Informative World, BITCON’08, BIT, Durg, 7th-8th Nov.’08.