KRISHNAKUMARI K
ASSOCIATE PROFESSOR and CSE · A.V.C.COLLEGE OF ENGINEERING
Research Interests
MACHINE LEARNING, DATA SCIENCE,
Biography
Dr. K. Krishnakumari, an Associate Professor with 20 years of academic experience, holds qualifications in B.E., M.E., M.B.A., and Ph.D. Her expertise lies in text mining, sentiment analysis, and automata theory. She has contributed significantly to academia with 16 international conference publications, 16 international journal papers, and 18 national journal papers. Dr. Krishnakumari has receive NPTEL discipline star and participated in various ATAL FDPs. She received funding from prestigious organizations like the Computer Society of India and TNSCST for her projects. Recognized with awards, she actively engages in various professional affiliations and serves in multiple roles within her institution and as a resource person in esteemed universities and colleges.
Education
B.E, M.E., Ph.D., Computer Science
Recent Scopus Publications
- Aspect-based summarisation in the big data environment
- Automatic Facial Expression Recognition Employing CNN-Inception and the ResNet 50
- An enhanced sentiment dictionary for domain adaptation with multi-domain dataset in Tamil language (ESD-DA)
- Hyperparameter tuning in convolutional neural networks for domain adaptation in sentiment classification (HTCNN-DASC)
- Scalable aspect-based summarization in the hadoop environment
Links
- ORCID https://orcid.org/0000-0001-9466-8121
- Google Scholar https://scholar.google.com/citations?user=7BLTju4AAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=57196051461