Dr.P.Indira Priyadarsini

Department:
Information Technology
Faculty Id:
VCE1231
Designation:
Associate Professor
Years of Experience:
14 years
Employment Status:
Not Ratified by JNTUH
Phone:
7702891853

Date of Birth:

09 June, 1983

Areas of Specialization :

Cloud Computing, BigData, DataMining, Data Compression

Qualification

Ph.D. in CSE, GITAM UNIVERSITY
PG Degree in CSE,2010, JNTUH
UG Degree in CSE,2003,GIET

Subjects Taught:

Cloud Computing, Big Data Analytics, Business Intelligence, Data Base Management Systems, Artificial Intelligence, Data Mining, Data Compression, Advance Computer Architecture.

Papers Published:

  1. Presented a paper ” ABC-BSRF: Artificial Bee colony and Borderline-SMOTE RF Algorithm for Intrusion Detection System on Data imbalanced Problem”, in International Conference on Computational intelligence and data engineering (ICCIDE-2020) Lecture Notes on Data Engineering and Communication Technologies (LNDECT) ” series of Springer (confirmed), at vasavi college of Engineering on August 8th- 9th 2020.
  2. A paper entitled “A novel ensemble modeling for IDS”, in International journal of electrical and computer Engineering (IJECE), Scopus indexed, Vol 10, issue 2, Apr 2020.
  3. A paper entitled ” Ensemble-based framework for Intrusion Detection system”, in International journal of Engineering and technology, Scopus indexed, vol 7,issue 4,2018.
  4. A paper entitled “Robust Feature Selection Technique for Intrusion Detection System” for the International Journal of control and automation (SCOPUS), Vol. 11, No. 2, 2018.
  5. Presented a paper entitled “Fuzzy-Based Feature Selection for Intrusion Detection System” in International Conference on Applied sciences, technology and management (ICASETM-17) on Nov 2nd – 3rd, 2017 at DRK Institute of Science & Technology, Hyderabad.
  6. Published a paper entitled “Chock a block survey on dimensionality reduction methods” in the Journal of Advanced Research in Dynamical and control systems (ELSEVIER) in issue 17, 2017.
  7. Published a paper entitled “Feature Selection for Intrusion Detection System using Support Vector Machines”, in International Journal of Research Information Technology, Vol. 2, Issue 5, May 2014.
  8. Published a paper “Building Efficient Intrusion Detection System using Factor Analysis and Support Vector Machines” Vol. 3 issue 4 in International Journal of Engineering Research and Technology, Vol.3, Apr 2014.
  9. Presented a paper “Modeling Intrusion Detection System Based On Generalized Discriminant Analysis and Support Vector Machines”, in International Conference on Recent Trends in Engineering Technology and Sciences -2014, Eluru on February 21st -22nd,2014.
  10. Published a paper ”A Chock-Full Survey on Support Vector Machines” Vol. 3 issue 10 in International Journal of Advanced Research in Computer Science and Software Engineering pp-780-799.Oct 2013.
  11. Presented a paper” A Survey on Intrusion Detection System using SVM and SOM” in “National conference in recent trends in Information technology “at PVP Siddhartha Institute of Technology on March 9th, 2012.
  12. Published a paper entitled “Towards intelligent machine learning models for Intrusion Detection System”, Turkish Journal of Computer and Mathematics Education, Scopus indexed, vol 23, no 5, (2021),Apr, 643-655.
  13. Published a paper entitled “Augmenting Network Intrusion Detection System using Extreme Gradient Boosting (XGBoost)”, in International Journal of creative research thoughts (IJCRT),UGC approved, Vol 9,issue 6, June 2021,pp 550-556.
  14. Published a paper entitled “Prediction of E-Commerce Product Ratings Based on Similar Users”, International Journal Of Engineering And Computer Science Volume 10 Issue 6 June 2021, 25347-25351.

Research Projects Undertaken:

None