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Department of Computer Applications

Dr. (Mrs) Sunita Soni

Professor

Dr. (Mrs) Sunita Soni

Department Computer Applications
Designation Professor
Educational Qualification MCA, Ph.D.
E-Mail sunitasoni74@gmail.com
Contact Number 9893019297
Areas of Interest

Data Mining , Soft Computing

Publications

    SunitaSoni, 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.

    SunitaSoni  , 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

    SunitaSoni  , 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.

    SunitaSoni  , 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

    SunitaSoni, 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.

     SunitaSoni, O.P. Vyas, Mining Health Care Sequences using Weighted Associative Classifier, Global Journals Inc. (U.S.), 2014.

    SunitaSoni, O.P. Vyas, Fuzzy Weighted Associative Classifier For Improving Prediction Accuracy In Health Care Data Mining, Journal of Engineering Research.

    SunitaSoni  , JyotiSoni, 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.

    SunitaSoni  , JyotiSoni, 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

    Sunitasoni, ShwetaKharya, 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)

    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. 

    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.

    SunitaSoni, 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.

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

    SunitasoniRewati 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.

    Jyothi Pillai, SunitaSoni, 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]

    Pillai J., Soni S., 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. [Published]

    Jyothi Pillai, SunitaSoni, 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]

    Jyothi Pillai, SunitaSoni, O.P.Vyas, MaybinMuyeba; 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.

     

Other Info.

Other Responsibilities:

    From

    To

    Administrative Position

    Major responsibility

    1 July 2003

    2010

    Head of the Department, MCA, BIT Durg

    Administrating the Department of Computer applications  BIT Durg

    1st July 2015

    Till date

    Head of the Department, MCA, BIT Durg

    Administrating the Department of Computer applications at BIT Durg

     

    Till date

    Member , Indent clearance Committee, BIT Durg

    Review and pass the Indent from different department of BIT Durg

    1st march 2013

    June 2015

    Member of Women Security Cell BIT Durg

    Monitoring the security aspect of women at BIT durg

    2015

    Till date

    Coordinator, Skill development program , BIT Durg

    Organizing the Computer Courses for staff of BIT  Durg

    16 may 2016

    Till date

    Member, Library Committee

    Member of Administrative work of Central Library, BIT Durg



Felowship/Awards/Other recognitions:

    .. Copyright/ Patent Detail:

     

    Number

    Country

    Title

    Year

    1215/2016-CO/SW

    India

    Weighted Associative Classifier Version 1.0

    (WAC v 1.0).

    Filed : 2016