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Santoshi Kumari

Santoshi Kumari

Assistant Professor

Department of Computer Science and Engineering

GITAM School of Technology

Hyderabad

Education

Ph. D.

Dr.Santoshi Kumari has 11+ years of experience in academic and 9+ years of experience in Data Science and Analytical research. She graduated with a BE in Computer Science Engg from VTU (2009). She received her MTech in Software Eng. from AMC Engineering College, Bangalore, (2011). Completed PHD in the area of NLP and Data science(2023) from RUAS. She worked as an Assist. Proff. in the Dept. of CSE, GNDEC, Bidar(2011 to 2013) & Ramaiah University of Applied Sciences, Bangalore(2015 to 2023).

Research Publications

  • Santoshi Kumari, T. P. Pushphavathi, 2023/7/22. Aspect-Based Sentiment Analysis Using Fabricius Ringlet-Based Hybrid Deep Learning for Online Reviews. International Journal of Image and Graphics, World Scientific Publishing Company, 2023. https://doi.org/10.1142/S0219467825500056
  • Santoshi Kumari, and Pushphavathi, T.P., 2022. Intelligent lead-based bidirectional long short term memory for COVID-19 sentiment analysis. Social Network Analysis and Mining, 13(1), p.1. https://doi.org/10.1007/s13278-022-01005-4
  • Santoshi Kumari, Ranjith, E., Gujjar, A., Narasimman, S. and Zeelani, H.A.S., 2021. Comparative analysis of deep learning models for COVID-19 detection. Global Transitions Proceedings, 2(2), pp.559-565. https://doi.org/10.1016/j.gltp.2021.08.030
  • Santoshi Kumari, S., Reddy, H.K., Kulkarni, C.S. and Gowthami, V., 2021. Debunking health fake news with domain specific pre-trained model. Global Transitions Proceedings, 2(2), pp.267- 272. https://doi.org/10.1016/j.gltp.2021.08.038
  • Santoshi Kumari, 2022. Text mining and pre-processing methods for social media data extraction and processing. In Handbook of Research on Opinion Mining and Text Analytics on Literary Works and Social Media (pp. 22-53). IGI Global. DOI: 10.4018/978-1-7998-9594-7.ch002

Expertise

  • Check Icon Natural Language Processing, Text Mining, R, Python, Data Mining, Machine Learning, AI, Deep Learning and LLM, Generative AI

Authored Books

  • Check Icon Santoshi Kumari, Dr. C Narendra Babu, Book Chapter “Transition from Relational Databases to Big Data and Analytics” published in book “Data Analytics: Concepts, Techniques, and Applications” CRC Press, Taylor and Francis group, 1st Edition, 21 September 2018. https://www.taylorfrancis.com/books/9780429820915
  • Check Icon Santoshi Kumari, and Pushphavati, T.P., 2022. Question Answering and Text Generation Using BERT and GPT-2 Model. In Computational Methods and Data Engineering: Proceedings of ICCMDE 2021 (pp. 93-110). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19- 3015-7_8
  • Check Icon Santoshi Kumari, S., 2022. Text mining and pre-processing methods for social media data extraction and processing. In Handbook of research on opinion mining and text analytics on literary works and social media (pp. 22-53). IGI Global Scientific Publishing.
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