Education
I received my Doctor of Philosophy
(Computer
Science) and Master
of Science (Computer Science)
degrees
from University of North
Carolina at Charlotte.
I completed my Bachelor
of Engineering (Computer Science) degree from RMK Engineering College, Chennai.
Research
Interest
The following research
domains apply to my area of
interest: Data Mining, Text Mining, Natural Language Processing,
Machine Learning, Big Data, Cloud Computing, Distributed Computing,
Educational Data Mining.
Recent
Publications
Upadhya, J., Vargas, J., Poudel, K., Ranganathan, J.,
"Improving the efficiency of Multimodal Approach for Chest X-Ray", The
2024 International Conference on Advances in Computing Research
(ACR'24). [Accepted]
Muhammed, S., Upadhya, J., Poudel, S., Hasan, M.,
Donthula, K., Vargas, J., Ranganathan, J., Poudel, K., "Improved
Classification of Alzheimer's Disease With Convolutional Neural
Networks", 2023 IEEE Signal Processing in Medicine and Biology
Symposium (SPMB), Philadelpia, PA, USA, pp. 1-7, doi: https://doi.org/10.1109/SPMB59478.2023.10372725
Ranganathan, J., Abuka, G., "Text
Summarization using Transformer Model", (2022) 2022 Ninth
International Conference on Social Networks Analysis, Management and
Security (SNAMS), Milan, Italy, 2022, pp. 1-5, doi:10.1109/SNAMS58071.2022.10062698.
Ranganathan, J., Tsahai, T., "Sentiment
Analysis of Tweets Using Deep Learning", (2022) In: Chen, W., Yao, L.,
Cai, T., Pan, S., Shen, T., Li, X. (eds)., proceedings of the
International Conference on Advanced Data Mining and Applications (ADMA
2022), Lecture Notes in Computer Science(), vol. 13725. Springer, Cham.
https://doi.org/10/.1007/978-3-031-22064-7_9
Ranganathan, J., Tsahai, T., "Analysis
of Topic Modeling with Unpooled and Pooled Tweets and Exploration of
Trends During COVID", (2021) International Journal of Computer Science,
Engineering and Applications, Vol. 11., No. 6., pp.
1-13.
Ranganathan, J., "Review
of Machine Learning Applications and Datasets in Classification of
Acute Leukemia", (2021) International Journal of Data Mining &
Knowledge Management Process (IJDKP),
Vol. 11., No. 6., pp.
1-9.
Tzacheva, A.A.,
Ranganathan, J., "Pattern
Discovery from Student Feedback: Identifying Factors to Improve Student
Emotions in Learning", (2020) International Journal of Educational and
Pedagogical Sciences, Vol. 14., Issue. 12., pp. 1265-1270.
Ranganathan, J.,
Tzacheva, A.A., "Emotion Mining from Text for Actionable
Recommendations Detailed Survey", (2020) International Journal of Data
Mining Modelling, and Management (IJDMMM), Vol. 12., No. 2., pp.
143-191., INDERSCIENCE.
Tzacheva, A.A., Ranganathan,
J.,
Bagavathi, A., "Action Rules for Sentiment Analysis Using Twitter",
(2020) International Journal of Social Network Mining (IJSNM), Vol. 3.,
No. 1., pp. 35-51., INDERSCIENCE.
Ranganathan, J.,
Sharma, S.,
Tzacheva, A.A., "Hybrid Scalable Action Rule: Rule Based and Object
Based", (2020) in the proceedings of the 4th International Conference
on Compute and Data Analysis (ICCDA' 20), pp. 107-112., DOI:https://doi.org/10.1145/3388142.3388143,
ACM.
Previous Year
Publications:
All of my publications can be found on my Google Scholar Page
Teaching
Spring 2024
CSCI 1170: Computer Science I - D01
CSCI 7400: Cloud Computing for Data Analysis
DATA 6310: Data Exploration
Fall 2023
CSCI 1170: Computer Science I - D01
CSCI 6180: Software Design and Development
DATA 6310: Data Exploration
Spring 2023
CSCI 7400: Cloud Computing for Data Analysis
DATA 6310: Data Exploration
Fall 2022:
CSCI 1170: Computer Science I - 003
DATA 6310: Data Exploration
Summer 2022:
CSCI 4900/6600: Selected Topics in Computer Science
Spring 2022:
CSCI 7400: Cloud Computing for Data Analysis
DATA 6310: Data Exploration
Fall 2021:
CSCI 1170: Computer Science I - 001
CSCI 1170: Computer Science I - 003
DATA 6310: Data Exploration
Summer 2021:
CSCI 4900/6600: Selected Topics in Computer Science
Spring 2021:
CSCI 1170: Computer Science I - 002
DATA 6310: Data Exploration
Fall 2020:
CSCI 1170: Computer Science I - 001
CSCI 1170: Computer Science I - 002
Office Hours: Refer D2L course page for details or by appointment
Professional
Activities
Program Committee
Member:
The International Conference on Innovations in Computing Research (ICR' 24)
The 19th IEEE
International Conference on Machine Learning and Applications (IEEE
ICMLA 2020), Special session: Machine
Learning on Graphs.
Reviewer:
International Journal of Management Science and Engineering Management
(Jan 2024)
IEEE Transactions of Computational Social Systems
(Dec 2023 - Jan 2024)
IEEE Access Journal
(Dec 2023 - Jan 2024)
22nd IEEE
International Conference on Machine Learning and Applications (IEEE
ICMLA 2023) (Aug 2023)
Journal
of Intelligent Information Systems (JIIS) (Feb - Jul 2023)
IEEE Access Journal
(Aug 2022 - Mar 2023)
Data Science Journal (Jan 2023)
IEEE Access Journal
(Apr 2022 - May 2022)
SAGE Open
Access Journal (Nov 2022 - Jan 2023)
SIG CSE Technical Symposium
2023 - ACM Student Research Competition (Sep - Oct 2022)
IEEE Access Journal
(Apr 2022 - May 2022)
Journal of Intelligent and Fuzzy Systems (JIFS)
( Jan 2022 - Feb 2022)
IEEE Access Journal
(Jan 2022 - Feb 2022)
Journal
of Intelligent Information Systems (JIIS) (Dec 2021 - Sep 2022)
SIG CSE Technical Symposium
2022 - ACM Student Research Competition (Oct 2021)
IEEE Signal Processing in Medicine and Biology Symposium (Sep 2021)
IEEE Access Journal
(Aug - Sep 2021)
SIG CSE Technical Symposium
2022 - Special Sessions (Aug - Sep 2021)
Journal of Intelligent and Fuzzy Systems (JIFS)
(Jul 2021 - Aug 2021)
Journal of Intelligent and Fuzzy Systems (JIFS)
(Mar 2021 - May 2021)
Advances in Science,
Technology, and Engineering
Systems Journal (ASTESJ) (July - Aug 2021)
Journal
of Intelligent Information Systems (JIIS) (May - Jun 2021)
Journal
of Intelligent Information Systems (JIIS) (Nov 2020 - Mar 2021)
IEEE Access Journal
(May 2020 - Jun 2021)
SAGE Open
Access Journal (Jan - Feb 2021)
Journal of Intelligent and Fuzzy Systems (JIFS)
(Oct 2020 - Jan 2021)
Advances in Science,
Technology, and Engineering
Systems Journal (ASTESJ) (Sep 2020)
SIG CSE Technical Symposium
2021 (Aug - Sep 2020)
Journal
of Intelligent Information Systems (JIIS) (Apr - Aug 2020)
SAGE Open
Access Journal (April 2020)
Advances in Science,
Technology, and Engineering
Systems Journal (ASTESJ) (Jan - Feb 2020)
IEEE Access Journal
(Oct 2019 - Nov 2019)
SIG CSE
2020 (Aug - Sep 2019)
IEEE Access Journal
(May - Jun 2019)
6th
International Conference on Data Mining and Database (May 2019)
IEEE Access Journal
(Jan 2019 - Mar 2019)
Recent
Patents on Computer Science Journal (Dec 2018 - Feb 2019)
Advances in Science,
Technology, and Engineering
Systems Journal (ASTESJ) (Oct 2018)
Experience
Assistant Professor, Middle
Tennessee State University (Present)
Graduate Teaching
Assistant, UNC
Charlotte
Information Technology Analyst (IT Analyst), TATA Consultancy Services
Contact
Information
Email: Jaishree.Ranganthan@mtsu.edu