FACULTY

 Ms. Prerna Sharma

Assistant Professor

Office:   Room No. 103B, Block I,

Email: This email address is being protected from spambots. You need JavaScript enabled to view it.

Educational Qualifications :

  • Pursuing Ph.D. (CSE) from Delhi Technological University, Delhi.
  • M.TECH (IT) from University School of Information Technology GGSIP University, Delhi, 2011.
  • B.TECH (CSE) from Guru Premsukh Memorial College of Engineering, GGSIP University Delhi ,2009.

Area of Interest / Specialization :

  • Evolutionary Computation
  • Artificial Intelligence
  • Machine Learning
  • DBMS
  • Operating System
  • Data Structure

Society Membership :

  • International Association of Engineers (IAENG), October 2019
  • International Computer Science and Engineering Society (ICSES),October 2019

Accomplishments / Achievements/ Professional Activities :

  • Session Chair at 1st International Conference on Computational Researchand Data Analytics (ICCRDA – 2020) jointly organized by Suleyman Demirel University and Ispatra Applied Sciences University, Turkey and College of Engineering Roorkee, India on 24th Oct 2020.
  • Mentor of the team “Tech Stack” of MAIT students who were the winners of “Smart India Hackathon 2020” organized by Techno India university, Kolkatta on 1-3rd August 2020 was also awarded with a cash prize of Rs.1 lac.
  • Editorial Chair in 3rd International Conference on Innovative Computing and Communications (ICICC2020) held at Shaheed Sukhdev College of Business Studies Delhi, India on 21-23 Feb 2020
  • Mentor of the team “Hack ‘o’ Holics” of MAIT students who were the winners of “Smart India Hackathon 2019” organized by PSIT, Kanpur on 2nd -3rd March 2019 was also awarded with a cash prize of Rs.1 lac.
  • Worked as Project coordinator at MAIT and guided numerous projects at college level.
  • Maintained Student database at department level for three consecutive years.
  • Worked in many college level events like Annual Day, Annual Fest, Departmental Farewell, Training and Placements, Sports Day, Blood Donation Camp at MAIT.
  • Have worked as Cultural Committee member at MAIT.

Publications :

Research Papers:

International Journal:

  • Moolchand Sharma, Prerna Sharma, Manish Kumar Jha , Rohan Singh “Motion transfer in videos using dcgan” in Innovative Computing and Communication – An International Journal, Volume 2,Issue 1,AUGUST 2020, pp. 17-24
  • Prerna Sharma, Krishna Choudhary, Kshitij Gupta, Rahul Chawla, Deepak Gupta*, Arun Sharma, “Artificial plant optimization algorithm to detect heart rate & presence of heart disease using machine learning”, 2019, Artificial Intelligence in Medicine (Elsevier), Vol. 102, Jan 2020, 101752, SCI (IF 3.57).
  • Deepak Gupta, Prerna Sharma, Krishna Choudhary, Kshitij Gupta, Rahul Chawla, Ashish Khanna, Victor Hugo C. de Albuquerque, ”Artificial plant optimization algorithm to detect infected leaves using machine learning”, Expert Systems (Wiley), https://doi.org/10.1111/exsy.12501 2020, SCI (IF 1.5).
  • Prerna Sharma, Moolchand Sharma, Divij Gupta, Nimisha Mittal “Detection of white blood cells using optimized qGWO” in Intelligent Decision Technologies. – ACCEPTED -2020- IDT JOURNAL- ESCI,SCOPUS.
  • Sharma, P., Jain, R., Sharma, M., & Gupta, D. (2019).” Parkinson’s diagnosis using ant-lion optimisation algorithm”. International Journal of Innovative Computing and Applications, 10(3/4), 138. doi:10.1504/ijica.2019.103370 (SCOPUS).
  • Sharma, M., Gupta, S., Sharma, P., & Gupta, D. (2019). “Bio-inspired algorithms for diagnosis of breast cancer”. International Journal of Innovative Computing and Applications, 10(3/4), 164. doi:10.1504/ijica.2019.103380 (SCOPUS).
  • Moolchand Sharma, Shubbam Gupta, Prerna Sharma, Deepak Gupta, “Bio-inspired algorithms for diagnosis of breast cancer”, International Journal of Innovative Computing and Applications (Inderscience), ESCI, Scopus. 2019.
  • Prerna Sharma, Rishabh Jain, Moolchand Sharma, Deepak Gupta, “Parkinson’s diagnosis using Ant-Lion Optimization Algorithm”, International Journal of Innovative Computing and Applications (Inderscience), ESCI, Scopus. 2019.
  • Prerna Sharma, Apoorva Gupta, Aastha Aggarwal, Deepak Gupta, Ashish Khanna, Aboul Ella Hassanien, Victor Hugo C. de Albuquerque, “The health of things for classification of protein structures using improved grey wolf optimization”, Journal of Supercomputing (Springer), 2018, https://doi.org/10.1007/s11227-018-2639-4, SCI (IF 1.5). Oct 2018.
  • Prerna Sharma, Shirsh Sundaram, Moolchand Sharma, Arun Sharma, Deepak Gupta, “Diagnosis of Parkinson’s disease using modified grey wolf optimization”, Cognitive Systems Research (Elsevier), doi: 10.1016/j.cogsys.2018.12.002, SCIE (IF 1.4). Oct 2018.
  • Moolchand Sharma, Dr. Ashish Khanna, Prerna Sharma “Detection & Elimination of Search Engine Spam Using Various Techniques” in International Journal of Pure and Applied Mathematics” Volume 117 No. 20 2017, 993-997 ISSN: 1311-8080 (Printed Version); ISSN: 1314-3395 (SCOPUS).

International Conference:

  • Tyagi, Manvi and Sharma, Moolchand and Sharma, Prerna, The Future of the Web (March 29, 2020). Available at SSRN: https://ssrn.com/abstract=3563679 or http://dx.doi.org/10.2139/ssrn.3563679
  • Prerna Sharma, Nitigya Sharma, Pranav Khandelwal and Tariq Hussain Sheikh, “HCI using Gestural Recognition for symbol based communication methodologies”, International Conference on Innovative Computing and Communications (ICICC2019). Advances in Intelligent Systems and Computing, Springer.
  • Prerna Sharma, Nakul Malhotra, Nikita Gupta, Mohit Mittal and Vikas Chaudhary, “Dynamic Web with Automatic Code Generation using Deep Learning”, International Conference on Innovative Computing and Communications (ICICC2019). Advances in Intelligent Systems and Computing, Springer.
  • Prerna Sharma, Aastha Aggarwal, Apoorva Gupta, Akshit Garg, “Leaf identification using HOG, KNN and Neural Networks”, In: Bhattacharyya S., Hassanien A., Gupta D., Khanna A., Pan I. (eds) International Conference on Innovative Computing and Communications (ICICC2018). Lecture Notes in Networks and Systems, Vol 56. Springer, Singapore.
  • Prerna Sharma, Soamya Singla, Vijay Arora, “Street Light Energy Saver”, In: Bhattacharyya S., Hassanien A., Gupta D., Khanna A., Pan I. (eds) International Conference on Innovative Computing and Communications (ICICC2018). Lecture Notes in Networks and Systems, Vol 56. Springer, Singapore.

National Conference :

  • Prerna Sharma, “Optimized Routing in a Network using Genetic Algorithm”, 3rd National Conference on “Present Trends in Mathematics and its Applications (PTMA-2011)” organized by Gwalior Engineering College, Gwalior (MP), 2011

Books:

Co-authored:

  • “Machine Learning”, published by Bhavya Books

Book Chapters:

  • Nikita Goel, Yogesh Kumar, Sumit Kaur, Moolchand Sharma, Prerna Sharma (2021) “Machine learning-based remote monitoring and predictive analytics system for crop monitoring and livestock monitoring” in Application of Machine Learning in Smart Agriculture to be published by Elsevier- (COMMUNICATED-2021)
  • Krishna Choudhary, Kshitij Gupta, Rahul Chawla, Prerna Sharma, Moolchand Sharma (2020) “Cloud Computing Service Models: Traditional and User-Centric Approaches” in Applications of Cloud Computing :Approaches & Practices, 2020, (1st ed.). CRC Press. https://doi.org/10.1201/9781003025696
  • Nitigya Sharma, Prerna Sharma, and Moolchand Sharma (2020) “Biometrics as a Service” in Applications of Cloud Computing :Approaches & Practices, 2020, (1st ed.). CRC Press. https://doi.org/10.1201/9781003025696.
  • Sharma, M., Chaudhary, V., Sharma, P., & Bhatia, R. S. (2020). Intelligent Data Analysis for Medical Applications. Intelligent Data Analysis, 333–346. doi:10.1002/9781119544487.ch16
  • Prerna Sharma, Deepak Gupta, Ashish Khanna. “E-Commerce Security: Threats, issues, and Methods”, Chapter-15 of Cyber Security in Parallel and Distributed Computing, Scrivener Publishing, Wiley.

Books Edited:

  • Vikas Choudhary, Moolchand Sharma, Prerna Sharma, Devyankar Agarwal (2021) “ Deep Learning in Gaming and Animation Current Stats and Future Prospects “ to be published by CRC Press, Taylor & Francis Group (On-going).
  • Prerna Sharma, Moolchand Sharma, Mohamed Elhoseny (2021) “ Applications of Cloud Computing :Approaches & Practices” to be published by CRC Press, Taylor & Francis Group,2020, (1st ed.). CRC Press. https://doi.org/10.1201/9781003025696