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Dr. Balaji T. K.

Assistant Professor, School of Computing, Amaravati

Qualification: Ph. D.
tk_balaji@av.amrita.edu
ORCID ID
Google Scholar Profile
Scopus Author ID
Research Interest: Data Science, Deep Learning, Machine Learning, Text Analytics, Social Media Analysis

Bio

Dr. Balaji T. K. is an IEEE and ACM member with a Ph. D. in Computer Science and Engineering from IIIT Sri City, Andhra Pradesh, India. His research focuses on natural language processing, data science, and sentiment analysis, particularly in health and consumer contexts. He has extensive teaching experience at various institutions. He has published multiple peer-reviewed journal and conference papers and has received external funding, including a MeitY EiR. Dr. Balaji is also an active reviewer for reputed journals and conferences and has contributed to professional services such as mentoring and technical training. Additionally, he has authored a book on big data and has received awards for innovative projects.

Publications

Journal Article

Year : 2025

TOPS: A Framework for Trusted Opinion Analysis of Product Reviews Using Hybrid Deep Learning Based D2CL Filter

Cite this Research Publication : T. K. Balaji, Annushree Bablani, S. R. Sreeja, Hemant Misra, TOPS: A Framework for Trusted Opinion Analysis of Product Reviews Using Hybrid Deep Learning Based D2CL Filter, Expert Systems, 42, 2, e13765, Wiley, 2025, https://doi.org/10.1111/exsy.13765

Publisher : Wiley

Year : 2024

Sensecor: A framework for COVID-19 variants severity classification and symptoms detection

Cite this Research Publication : T. K. Balaji, Annushree Bablani, S. R. Sreeja, Hemant Misra, Sensecor: A framework for COVID-19 variants severity classification and symptoms detection, Evolving Systems, Springer Science and Business Media LLC,15, 65–82 (2024). https://doi.org/10.1007/s12530-023-09558-1

Publisher : Springer Science and Business Media LLC

Year : 2021

Machine learning algorithms for social media analysis: A survey

Cite this Research Publication : Balaji T.K., Chandra Sekhara Rao Annavarapu, Annushree Bablani, Machine learning algorithms for social media analysis: A survey, Computer Science Review, Elsevier BV, 2021, https://doi.org/10.1016/j.cosrev.2021.100395

Publisher : Elsevier BV

Year : 2013

A Corruption less fee distribution system integrated with students attendances in Educational Institutions

Cite this Research Publication : Babu, V. J., Balaji, T. K., Gangadhara, G. B., & Jayanthi, P. (2013). "A Corruption less fee distribution system integrated with students attendances in Educational Institutions". Compusoft, An International Journal of Advanced Computer Technology 2(3), 73. March-2013

Publisher : Compusoft

Conference Paper

Year : 2024

Sentiment and sarcasm: Analyzing gender bias in sports through social media with deep learning

Cite this Research Publication : Sethulakshmi Praveen, Balaji Tk, Sreeja Sr, and Annushree Bablani. 2024. Sentiment and sarcasm: Analyzing gender bias in sports through social media with deep learning. In Proceedings of the 21st International Conference on Natural Language Processing (ICON), pages 132–138, AU-KBC Research Centre, Chennai, India. NLP Association of India (NLPAI). https://aclanthology.org/2024.icon-1.15/

Publisher : NLP Association of India (NLPAI)

Year : 2024

SASE: Sentiment Analysis with Aspect Specific Evaluation Using Deep Learning with Hybrid Contextual Embedding

Cite this Research Publication : Balaji TK, Annushree Bablani, Sreeja SR, Hemant Misra, "SASE: Sentiment Analysis with Aspect Specific Evaluation Using Deep Learning with Hybrid Contextual Embedding," In: Devismes, S., Mandal, P.S., Saradhi, V.V., Prasad, B., Molla, A.R., Sharma, G. (eds) Distributed Computing and Intelligent Technology. ICDCIT 2024. Lecture Notes in Computer Science, vol 14501. Springer, Cham. https://doi.org/10.1007/978-3-031-50583-6_16

Publisher : Springer Nature Switzerland

Year : 2024

SARCOVID: A Framework for Sarcasm Detection in Tweets Using Hybrid Transfer Learning Techniques

Cite this Research Publication : T. K. Balaji, Annushree Bablani, S. R. Sreeja, Hemant Misra, "SARCOVID: A Framework for Sarcasm Detection in Tweets Using Hybrid Transfer Learning Techniques," Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 15311 LNCS, Pages 1 - 122025 27th International Conference on Pattern Recognition, ICPR 2024, Springer Nature Switzerland, 2024, https://doi.org/10.1007/978-3-031-78195-7_1

Publisher : Springer Nature Switzerland

Year : 2022

Opinion mining on COVID-19 vaccines in India using deep and machine learning approaches

Cite this Research Publication : Balaji T.K., Annushree Bablani, Sreeja SR, Opinion mining on COVID-19 vaccines in India using deep and machine learning approaches, 2022 International Conference on Innovative Trends in Information Technology (ICITIIT), IEEE, 2022, https://doi.org/10.1109/icitiit54346.2022.9744233

Publisher : IEEE

Year : 2012

MWALLET: A Mobile based E-Ticketing System with Push Technology

Cite this Research Publication : Balaji, T. K. "MWALLET: A Mobile based E-Ticketing System with Push Technology." Paul Bharath Bhushan Petlu Chaylasy Gnophanxay, International Conference on Computing and Information Technology, July 13-14, 2012: 49.

Research Grants
  • A research grant of ₹4,00,000 under the MeitY Entrepreneurs-in-Residence (EiR) program, funded by the Ministry of Electronics and Information Technology (MeitY), India. The grant was sanctioned through Gyan Circle Ventures, the Technology Business Incubator at IIIT Sri City. The project, titled “MultiMeme – A Multimodal Meme Analysis,” is ongoing from October 2024 to September 2025.
FDP / Workshops

Attended

  1. FDP on Python programming-2012
  2. Workshop on Big data -2013
  3. Workshop on Programming using Raspberry Pi-2014
  4. FDP on wireless sensor networks-2017
  5. FDP on High performance computing-2024

Organized

  1. 5 day workshop on “Programing on Ruby on Rails”-2013.
  2. 2 day workshop on Big data analytics and data science-2018.
  3. Coordinator for SERB sponsored 5 day workshop “HPC Synergy: Elevating AI with High Performance Parallel Computing” 2024 at IIIT Sri City.
Research Talks Delivered
  • Given Research talk in IIIT Sri City in the symposium conducted in the organization during Techfest-2023 on “Social media analytics”.
Membership
  • IEEE
  • IAENG
  • IACSIT
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