Dr. D. Lakshmi Padmaja

Associate Professor

Email:[email protected]

Biography

Dr.D. Lakshmi Padmaja has 19 years of experience in teaching. She taught many subjects for undergraduate and postgraduate students. Lakshmi Padmaja completed her Doctorate in CSE from JNTU Hyderabad and M.Tech(Comp. Science.) from JNTU Hyderabad. Her research interests are Machine Learning, Data Mining, Algorithms, and Software Engineering. Padmaja published 12 papers in Journals and 2 papers in Conferences. Out of 14, two are published from SCI and Web of Sciece (Elsevier publications). She achieved NPTEL STAR appreciation award from IIT, Madras for completion of many courses through ONLINE NPTEL Certifications with ELITE grade and FDP’s under her discipline. She is Life member in ISTE. Currently she is working as an Associate Professor in the Department of Information Technology, Anurag Group of Institutions.

Research Interests

Machine Learning, Data Mining, Algorithms, and Software Engineering

Teaching Interests

Programming and Problem Solving, Data Structures, Data mining, Machine Learning,and Software Engineering

Selected Publications

  1. D.Lakshmi Padmaja, B Vishnu vardhan, “Classification Performance Improvement Using Random Subset Feature Selection Algorithm for Data Mining”, Elsevier-Big Data Research 12 (2018) pp.1–12, https://doi.org/10.1016/j.bdr.2018.02.007.
  2. D.Lakshmi Padmaja, B Vishnu Vardhan, “Evaluating the influence of parameter values on the performance of random subset feature selection algorithm on scientific data”, Elsevier-DKE, https://doi.org/10.1016/j.datak.2018.07.008.
  3. D.Lakshmi Padmaja, B Vishnu Vardhan, “Comparative Study of Feature Subset Selection Methods for Dimensionality Reduction on Scientific Data”, IEEE Conference 27-28 Feb. 2016, IACC-2016, DOI: 10.1109/IACC.2016.16 .
  4. D.Lakshmi Padmaja, B Vishnu Vardhan, “Random Subset Feature Selection For Classification”, IJARCS, Vol. 9, No. 2, March-April 2018, ISSN No. 0976-5697, DOI: http://dx.doi.org/10.26483/ijarcs.v9i2.5496.
  5. D.Lakshmi Padmaja, B Vishnu Vardhan, “ Survey of Dimensionality Reduction and Mining Techniques on Scientific Data”, IJCSET, ISSN : 2229-3345 Vol. 5 No. 11 Nov 2014, 1062.
  6. D.Lakshmi Padmaja, B Vishnu Vardhan, “Influence of Data Geometry in Random Subset Feature Selection”, International Journal of Data Mining & Knowledge Management Process (IJDKP), Vol.7, No.4, July2017, DOI:10.5121/ijdkp.2017.740.
  7. D.Lakshmi Padmaja, B Vishnu Vardhan, “Variance-Based Feature Selection for Enhanced Classification Performance”,Information Systems Design and Intelligent Applications,543-550, 2019, Springer, Singapore
  8. D.Lakshmi Padmaja, “A Survey of Different Feature Selection Algorithms with Fast”, D.Lakshmi Padmaja, International Journal of Emerging Technology in Computer Science and Electronics (IJETCSE), Volume 10, Issue 1, Pages 0976-1353, 2014.
  9. Dhyaram. Lakshmi Padmaja Gurram.Saritha, “Software Testing Approach – Survey on Graphical User Interface” Journal International Journal Of Engineering And Computer Science, Volume 1, Issue 2, Pages 85-93,, 2012.
  10. D L.Padmaja D.Sreelatha , “Analysis of Integrating External Trustworthiness Software & Study on Information Retrieval Systems”, Journal International Journal of Computational Intelligence and Information Security, Volume 3, Issue 9, Pages 37-44, 2012.
  11. Lakshmi Padmaja D, Sahithi P, “Automatic Assessment Generation Service”, Journal International Journal of Advanced Research in Computer Engineering & Technology, Volume 1, Issue 6, Pages 19-23, 2012.
  12. D. Lakshmi Padmaja, Swaroopa,G vishnu murthy, “AN ALGORITHM FOR CONCEPT DRIFTING AND GROUPING CATEGORICAL DATA”,l International Journal of Computers Electrical and Advanced Communications Engineering(DSRC,),Volume 1, Issue 3 ,Pages 61-64, 2012
  13. Dhyaram Lakshmi Padmaja, Mopuri Sujatha, “XML Query Answering using Tree based Association Rules”,,International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), Volume 1,Issue 8,Pages 6-10,2012.

Education

  • Ph.D in CSE from JNTU Hyderabad in the year 2019
  • M.Tech(Comp.Science) from JNTU Hyderabad in the year 2000