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Department of Computer Applications

Dr. (Mrs) Sunita Soni

Professor

Professor & Head Member of :

Dr. (Mrs) Sunita Soni

Department Computer Applications
Designation Professor
Educational Qualification 1. Ph.D. in Computer & Information Technology, under guidance of Prof, Dr. O.P. Vyas, IIIT New Raipur, Chhattisgarh, India (Thesis entitled, "Predictive Modeling Approach in Health Care Data Mining"), 20-02-2016. 2. M.C.A. in Computer Science & Applicat
E-Mail sunitasoni74@gmail.com
Contact Number 9893019297
Areas of Interest

Data Mining , Soft Computing

Publications

    (a). Research Papers Published (National/ International Journal)

     

    [1].           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.

    [2].           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.

    [3].           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.

    [4].           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

    [5].           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.(Scopus)

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

     

    [7].           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.

    [8].           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

    [9].           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)

    [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].        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.

    [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]         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.

    [15.]        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]             

    [16]         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.

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

                                                  Conference papers

     

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

     

    [1.]           SunitaSoni, 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]            SunitaSoni, 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, Gujarat6th-7th June’09. [Published]

    [3].           SunitaSoni , Jyothipillai , 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].           Sunitasoni , Ranjana Vyas, Jyothipillai , 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 on16th – 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]            SunitaSoni, 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

     

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

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

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

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

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

    [7]            Sunitasoni, , 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]            Sunitasoni, ShwetaKharya, 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]            SunitaSoni, 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.

                                                       Books Authored

     

    S. No.

    Name of Book

    Co-authors

    Publisher

    Year of Publication

    1

    Advanced Computer Applications for Digital India: Proposals in the context of Chhattisgarh State

     

    ISBN: 978-93-5258-574-8, 2016

    DrSunitaSoni

    DrJyoti Pillai

    Bhilai Institute of Technology, Durg, Chhattisgarh

    2016

                                                        

                                                           Book Chapter

     

    [1].          SunitaSoni, O.P. Vyas, Overview of Predictive Modeling Approaches in Health Care Data Mining,book entitle,  Emerging Methods in Predictive Analytics: Risk Management and Decision Making, IGI Global Publication, 2013.

     

     

     

     

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