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Prof. Jayna B. Shah

Designation : Assistant Professor(Regular)
Experience : 20 Year 2 Month

Email Id : jaynashah.comp@svitvasad.ac.in
Contact No :02692-274540

Subject Taught (UG):

Analysis and Design of algorithms, Data Structure, Operating System, System Programming, Programming using C, Java, Advanced Java, Data mining and business intelligence, Visual Basic

Subject Taught (PG):

Data Mining

Qualifications:

Qualification Specialization University Passing year Class
M.E. Computer Engineering DDIT, Nadiad DDU 2010 -
B.E. Computer Engineering DDIT, Nadiad Gujarat University 1995 -

My Experience

  • 16-08-2002 - Till Date
  • Assistant Professor
  • Sardar Vallabhbhai Patel Institute Of Technology Vasad
  • 01-09-1997 - 10-08-2002
  • Programmer
  • Reliance Industries Ltd., Ahmedabad
  • 30-10-1995 - 09-06-1997
  • Lab-in-charge
  • Aptech Computer Education, Ahmedabad

Publication

Conference/Journals :

    • Application of N-gram based Naive Bayes classifier for Hierarchical Classification to avoid term ambiguity. International conference on computer intelligence and application.Sandip Institute of Technology & Research Centre, Nasik03-05 March,20102009-10
    • Analysis of Collaborative Filtering Approaches for recommendation system International Conference on Electrical, Electronics & Computing Technology, Delhi9th Dec-20122012-13
    • Analytical comparison of some traditional partitioning based and incremental partitioning based clustering methods IJCA-2012Vol.59, No.-10Dec-2012ISSN: (0975-8887)2012-13
    • Detection and prevention of Black hole attack in mobile ad-hoc networks: A survey IOSR JournalVol.16, Issue-2, Mar-Apr 20142013-14
    • Wormhole attack detection in wireless sensor networks: A Survey IJRD JournalVol. 3, Issue 3, March-2014ISSN 2278-02112013-14
    • Dynamic Load Balancing For Cloud Computing Using Heuristic Data and Load on Server. IOSR Journal of computer engg.e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 16, Issue 4, Ver. III (Jul – Aug. 2014), PP 59-692013-14
    • Survey paper on various load balancing algorithms in cloud computing International Journal of Scientific & Engineering Research Volume 5, Issue 5, May-2014 583ISSN 2229-55182013-14
    • Survey on Approaches for Sequential Pattern Mining and High Utility Sequential Pattern Mining. IJSRD - International Journal for Scientific Research & Development| Vol. 2, Issue 10, 2014 | ISSN (online): 2321-06132014-15
    • Different Strategies for Mining Erasable Itemsets. IJSRD - International Journal for Scientific Research & DevelopmentVol. 2, Issue 10, 2014 | ISSN (online): 2321-06132014-15
    • Collaborative filtering approaches for movie recommendation system using probabilistic relational model. International Journal of Advance Engineering and Research Development Volume 2,Issue 3, March -2015e-ISSN(O): 2348-4470 p-ISSN(P): 2348-64062014-15
    • An Improved Sentiment Classification for Objective Word IJSRD International Journal for Scientific Research & DevelopmentVol. 3, Issue 10, 2015ISSN (online): 2321-0613 2014-15
    • Efficient Mining of High Utility Sequential Pattern from Incremental Sequential Dataset International Journal of Computer ApplicationsISSN: 0975 – 8887Vol. 122 No.12July 20152015-16
    • A Survey on techniques for mining frequent patterns over data stream International Journal for Innovative Research in Technology Vol. 2, Issue 10, 2016 | ISSN (online): 2349-6002 March-20162015-16
    • Efficient technique for mining frequent patterns over data stream International Journal for Innovative Research in Technology Vol. 3, Issue 1, 2016 | ISSN (online): 2349-6002 June-20162015-16
    • A survey on Sentiment Analysis Techniques and Methods International Journal of Innovative Research in Computer and CommunicationVol. 5, Issue 1, E-ISSN-2320-9801P-ISSN- 2320-9798 2016-17
    • A Survey on Anomalies Detection using Density Based - Rank Based Outlier Detection Methods International Journal of Scientific Research in Computer Science, Engineering and Information Technology© 2018 IJSRCSEIT | Volume 3 | Issue 2 | ISSN : 2456-33072017-18
    • Performance evaluation of applying n-gram based naïve bayes classifier for hierarchical classification 3rd International Conference on Computing Methodologies and Communication (ICCMC-2019)Surya Engineering College, Erode, TamilnaduIEEE XploreISBN : 978-1-5386-7808-427/3/19 to 29/3/192018-19

Membership of Professional Bodies

    ISTE (LM 130024)

Academic Activities

Conference Attended :

    • International conference on computer intelligence and application at Sandip Institute of Technology & Research Centre, Nasik from 03rd to 05th March,2010

STTP/Training/workshop Attended :

    • Workshop on MATLAB SVIT, Vasad 11-Dec-2007-13-Dec-2007
    • STTP on MATLAB DDU, Nadiad 29-Jun-2009-4-July-2009
    • FDP on Information Security, Web Service & Expectations of IT industry. TCS, Gandhinagar 28/09/2010
    • IBM RAD-255 Faculty Development Program SVIT 28/06/11 to 01/07/11
    • Two-week STTP on Database Management Systems SVIT 21/05/13 to 31/05/13
    • Two-week STTP on Computer Networking SVIT Online 28/5/2014-29/6/2014
    • Two-week ISTE Workshop on Cyber Security SVIT 10/7/2014 to 20/7/2014
    • Machine Learning for Big Data Analytics GCET, Vidyanagar 21/11/2016 to 26/11/2016
    • Machine Learning using Python SVIT, Vasad 22/10/2018 to 26/10/2018
    • Faculty Development Program Rishabh Software, Vadodara 10/06/2019 to 14/06/2019
    • FDP on “Cloud Computing with Amazon Web Services” BVM, Vidyanagar 25/11/2019 to 29/11/2019
    • NPTEL AICTE 8-week Faculty Development Programme for course “Design and analysis of algorithms”  Online Aug-Oct 2019
    • Faculty Development Programme on “IOT Evaluation Expo with Smart Environment” SVIT, Vasad 11/11/2019 to 15/11/2019
    • NPTEL Online Certification for course “Python for Data Science” SVIT, Vasad Jan-Feb 2020
    • Faculty Development Programme on Outcome Based Education Dr. D. Y. Patil Institute of Technology, Pimpri, Pune 10/09/2020 to 16/09/2020
    • Industrial Training on Laravel Framework Atliq Systems software 05/10/2020 to 05/12/2020
    • STTP on “Deep Learning with text processing” SVIT, Vasad 07/12/2020 to 11/12/2020

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