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Madhuben & Bhanubhai Patel Institute of Technology

(A Constituent College of CVM University)

Faculty Details

Prof. Jagruti Prajapati

  • Assistant Professor
  • jhprajapati@mbit.edu.in
  • 02692-230823
  • 9687616054

Total Experience

Teaching 9 Years 08 Months
Industry

Membership

Life membership of ISTE: LM-104532
Chairperson of WIE-IEEE student branch at MBICT since 2017. IEEE Member #: 94407400
Specialization Area : Data mining, Information Retrieval, Recommender systems, NLP, semantic web mining.
Subject Taught : Computer Networks, Operating Systems, Design and analysis of Algorithms, Software Engineering, System Programming, Web technology, Mobile Computing, Web data Management, Big Data Analytics, Data Mining and Business Intelligence, Problem Solving using Programming.

Academic Qualifications

Qualification Specialization University Passing Year Class
PhD Computer Engineering / Information Technology Gujarat Technological University Pursuing
M.Tech. Computer Engineering Dharamsinh Desai University 2012 First
B.E. Information technology Sardar Patel University 2009 First

Experience Details

2nd July, 2012 to till dates. Working as an Assistant Professor in Department of Information Technology
10th June 2011 to 31st May 2012. Worked as Trainee Assistant Professor in Department of Information Technology, Charotar Institute of Science and Technology, Changa
1st September 2009 to 6th September 2009. Worked as Trainee Assistant Professor in Department of Information Technology, G H Patel College of Engineering and Technology (GCET), Vallabh Vidyanagar

Publications Details

International / National Journal:
  • “Handing Missing Information for Approximate Association Rule Mining”, CiiT International Journal of Software Engineering ISSN 0974-9748, Published in October-2011.
  • “Handing Missing Values: Application to University Data set”, International journal of emerging trends in Engineering and Development, Issue 1, Vol 1, August-2011.
  • “Detection and Summarization of Genuine Review using Visual Data Mining”, CiiT International Journal of Data Mining. Accepted with minor changes, for April-2012 online issue.
  • “Soft Computing Approaches in Data Mining – A Survey”,IFRSA’s International Journal of Computing,Vol-4,Issue-2,April 2014.
  • “Mining Multilevel Association Rule at Different Concept Hierarchy”,CiiT International Journal of Data Mining and Knowledge Engineering.vol-7 No.10,Dec-2015.
International / National Conference:
  • “Object Detection and Segmentation using Local and Global Property”, ICISD (International conference on intelligent systems and data processing) Jan-2011 at G.H Patel college of Engineering and technology.
  • “Classification of Breast Cancer level using artificial neural network”: International conference on “Women in science and Technology: Creating Sustainable career”-January 28-30, 2016 at BVM engineering college.
  • “Software Performance Engineering- A Software Oriented Approach”, 2nd International conference on “Women in science and Technology: Creating Sustainable career”-June 28-30, 2018 at BVM engineering college. Published in STM journals “Journal of Software Engineering Tools & Technology Trends” for Volume 5 Issue 3, December 2018.(UGC and ISSN Approved)

Activities

STTP:
  • One week GUJCOST Sponsored “Short term training programme on Machine learning for Internet of Things” during 22nd April 2019 – 27th April 2019 at G.H Patel college of Engineering and Technology.
  • One Week STTP on “Cloud Computing and IoT” during 11-16 June 2018 at G.H Patel college of Engineering and technology.
  • One Week STTP on” Data Mining and Soft Computing: Tools and Techniques” during 18-23 December, 2017 at G.H Patel college of Engineering and technology.
  • One Week STTP on “Machine Learning for Big Data Analytic” during 21-26 November 2016 at G.H Patel college of Engineering and technology.
  • AICTE approved four week FDP on “Use of ICT in education for online and Blended learning” conducted by IITB from 2nd may 2016- 10th july 2016 at MBICT IITB remote centre.
  • One week STTP on “Research opportunities in Information and Network Security” during 30th November – 4th December 2015 at BVM engineering college.
  • Two days workshop on “Recent Trends and Technology in cloud computing for E-learning” organized by institute of CHARUSAT on May 8-9,2015.
  • Two day ISTE workshop on “Aakash for Education” conducted by IITB on 10-11 November 2012,at MBICT.
  • Two day ISTE WORKSHOP on “How to Write Effective Research Paper”-conducted by IIT-Bombay on 18-19 Feb,2012 at Nirma University.
Workshop:
  • One day Workshop on “Engineering Optimization – A Tool for Research” organized by ISTE Chapter, GCET, Vallabh Vidyanagar on 9th September, 2008.
  • GUJCOST Sponsored Workshop on “Applications of MATLAB Software in other Engineering Disciplines”, during 18th – 19th June 2019 at MBIT.
  • One Day Hands on Session on LaTeX on 1st Sept 2019″ at GTU.
Seminar:
  • Symposium on “Women Empowerment program” organized by the CWDC of MBICT Sponsored by GUJCOST, 15-03-2016 at MBICT.
  • Seminar on Applications of Image Processing and Computer Vision, 16th March 2019, ISTE Faculty Chapter, MBICT.
Conference attended:
  • International Conference on “Women in Science & Technology Creating Sustainable Career”, 23-01-2016 to 26-01-2016 at BVM.
  • Second International Conference on “Women in Science & Technology Creating Sustainable Career”, 26-06-2018 to -28-06-2018 at BVM.
  • 3-days International Conference on “History and Recent Developments in Mathematics, with Applications in Science and Technology (ICHDMAST 2019)” during December 17-19, 2019 at MBIT, New V .V. Nagar, Gujarat.
Events organized :
  • Conducted ONE day workshop on “Data mining tools and techniques” under IEEE student Branch MBICT on 9th September, 2016.
  • Conducted TWO days’ workshop on “LINUX Installation and Fundamentals” under IEEE student Branch MBICT on 19th and 20th august,2015.
Expert Talk :
  • Delivered Expert talk on “Design and analysis of Algorithm” at IIET- Dharmaj on 3rd September,2016.

Data Mining and Business Intelligent (2170715)

Course Outcome

  • Upon Completion of the course, the students will be able to Store voluminous data for online processing.
  • Evaluate different models used for OLAP and data preprocessing.
  • Interpret the contribution of data warehousing and data mining to the decision-support level of organizations.
  • Students will be able to use mining tools.
  • Students are able to perform various data mining algorithms and data warehouse related exercises.
  • Propose data-mining solutions for different applications.
Sr. No. Type Link
1. Learning Material Click Here
2. Quiz Click Here
3. Assignment Click Here
4. Mid Semester Exam Click Here
5. MOOC Click Here
6. Laboratory Handout Click Here

Analysis and Design of Algorithms (3150703)

Course Outcome

  • Analyze the asymptotic performance of algorithms.
  • Derive and solve recurrences describing the performance of divide-and-conquer algorithms.
  • Find an optimal solution by applying various methods.
  • Apply pattern matching algorithms to find particular patterns.
  • Differentiate polynomial and nonpolynomial problems.
  • Explain the major graph algorithms and their analyses. Employ graphs to model engineering problems, when appropriate.
Sr. No. Type Link
1. Learning Material Click Here
2. Quiz Click Here
3. Assignment Click Here
4. Mid Semester Exam Click Here
5. MOOC Click Here
6. Laboratory Handout Click Here

Operating System and Virtualization (3141601)

Course Outcome

  • Learn and understand the concepts, core structure of Operating Systems and basic architectural components involved in operating systems design.
  • Understand the process management policies and scheduling of processes by CPU.
  • Evaluate the requirement for process synchronization and coordination handled by the operating system.
  • Describe and analyze the memory management and its allocation policies.
  • Analyze various device and resource management techniques for time sharing.
  • Conceptualize the components involved in designing a contemporary Operating Systems.
Sr. No. Type Link
1. Learning Material Click Here
2. Quiz Click Here
3. Assignment Click Here
4. Mid Semester Exam Click Here
5. MOOC Click Here
6. Laboratory Handout Click Here

Software Engineering (3161605)

Course Outcome

  • Prepare SRS (Software Requirement Specification) document and SPMP (Software Project Management Plan) document.
  • Apply the concept of Functional Oriented and Object Oriented Approach for Software Design.
  • Recognize how to ensure the quality of software product, different quality standards and software review techniques.
  • Apply various testing techniques and test plans.
  • Able to understand modern Agile Development and Service Oriented Architecture Concept of Industry and Other advance methodology of software engineering.
Sr. No. Type Link
1. Learning Material Click Here
2. Quiz Click Here
3. Assignment Click Here
4. Mid Semester Exam Click Here
5. MOOC Click Here
6. Laboratory Handout Click Here
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