Mrs.U.Vageeswari

M.C.A., M.Phil., Ph.D., NET

Area of Interest: Data Base Management System, Programming Languages, Natural Language Processing

Teaching:

Data Science, Digital Principles and its Applications, C# and .NET Framework, Programming in C

Publications:

Patent:

1. Title of the invention: “Pattern Identified Summarization System Using TF-IDF” Name of Inventors: Dr. B.Lavanya and U.Vageeswari Application No.202341002527 A Publication Date: 03/02/2023
   
   
2. Title of the invention: “Domain-Specific Graph-Based Summarization System Using Latent Dirichlet Allocation” Name of Inventors: Dr. B.Lavanya and U.Vageeswari Application 202341040727 Publication Date: 29/09/2023
   
   

   Journals:

   1. Vageeswari, B. Lavanya. ” Extractive Summarization methods on Text Documents – A Performance Analysis” in Shodha Samhita: Journal of Fundamental & Comparative Research. Vol: XXIII, No:22, 2022.
   2. Vageeswari, B. Lavanya. “Efficiency evaluation of Transformer-based Abstractive Summarization models on NEWS dataset” in RABINDRA BHARATI JOURNAL OF PHILOSOPHY Vol: XXIII, No:22, 2022.
   3. Lavanya,U.Vageeswari ”DES: Domain Expert Summarization Using LDA” in Journal of Data Acquisition and Processing. ISSN: 1004-9037 DOI: 10.5281/zenodo.7688572.

    

   4. Lavanya, B., and U. Vageeswari. “Latent Dirichlet Allocation, Vocabulary Handler, and Domain Knowledge-Based Framework for Text classification.” Nanotechnology Perceptions.

    

   5. Lavanya,U.Vageeswari ”An Intensified text clustering algorithm for Noisy Big Data: Haphazardly Dense Clustering with more Noise (HDCN)” in African Journal of Biological Sciences Volume6, Issue 6, June 2024 P ISSN: 2663-2187.

    

   6. Lavanya,U.Vageeswari ”Feature Based Extractive Summarization (FBES) technique for long text documents” Theoretical Computer Science (2023): Bulletin of Pure and Applied Sciences Zoology (Animal Science), Vol.43B, No.2S,  July-December 2024: P. 443-448.

    

   Proceedings:

   1. B and Vageeswari.U, An assortment of Query Based Summarization technique (QBS) – A Study (April 24, 2021). Proceedings of the International Conference on Innovative Computing and Communication (ICICC) 2021, organized by the University of Delhi and University Of Valladolid Spain, Available at SSRN: https://ssrn.com/abstract=3833295 or http://dx.doi.org/10.2139/ssrn.3833295

    

   2. B, Vageeswari, U. (2023). A Machine Learning Framework for Document Classification by Topic Recognition Using Latent Dirichlet Allocation and Domain Knowledge. In: International Conference on Innovative Computing and Communications. Lecture Notes in Networks and Systems, vol 473. Springer, Singapore.organized by University of Delhi and University of Valladolid Spain, https://doi.org/10.1007/978-981-19- 2821-5 42

    

    

   3. Vageeswari, B.Lavanya ” Extractive Summarization methods on Text Documents – A Performance Analysis” in International E-Conference on Scientific Research in Multidisciplinary Approach (ICSRMA) Proceedings organized by SRM arts and Science College. ISBN: 978-81-956681-0-6 (Page no: 103)

    

   4. Vageeswari, B.Lavanya “Efficiency evaluation of Transformer-based Abstractive Summarization models on NEWS dataset” in International Conference on Recent Revolutions in Mathematics, Computer Science and Applications(ICRRMCSA’22) proceedings organised by AgurchandManmull Jain College. (Page No: 191 – 196)

    

   5. Lavanya, Vageeswari, U “DES: Domain Expert Summarization for Extractive Summarization Using LDA” in Proceedings for the International Conference on Recent Trends in Computing, Communication, and Information Technology. Organised by Sri Ramakrishna Engineering College, ISBN: 978-93-91977-09-2

    

   6. Lavanya B, Vageeswari U, and Sasipriya G, “A Novel Strategy to Assess and Evaluate the Performance of Candidates in Online Teaching Learning Platforms Using Machine Learning Models”, Presented in INTERNATIONAL CONFERENCE ON “EMERGING TRENDS IN ONLINE TEACHING, ASSESSMENT, and LEARNING” (eTOTAL) FEBRUARY 24 & 25, 2023 Organized by State Project Directorate RashtriyaUchchatar Shiksha Abhiyan, Tamil Nadu.

    

   7. Lavanya, U.Vageeswari “Feature Based Extractive Summarization (FBES) Technique forLong Text Documents” in International Conference on Information, System and Convergence Applications organised by ICISCA 2024 – India, ISBN : 978-81-972363-3-4

Others:

1. FDP on “Emerging Computing Technologies”, hosted by SCSVMV university, July 2025
2. FDP on “Microsoft Power BI Data Analyst”, hosted by SRM , Dec 2024
3. FDP on “Recent trends in computational Intelligence”, hosted by Bon Secours College for Women, Feb 2022.
4. FDP on “Latex Writing” hosted by Calcutta Institute of Technology, June 2020
5. FDP on AI & its Applications, hosted by EDuxLABS, May 2020