KEC Faculty Profile
Name
Department
Qualification
Area of Specialization
Date of Joining KEC
Experience in (Years)
Number of Journals Published
Number of Conference Papers Presented
Contact Details
: D Deepa
: Computer Science and Engineering
: ME
: Natural Language processing ,Machine Learning, Pretrained Models
: 01-09-2006
: Teaching : 19 Industry : - Others : - International Journals : 12
: National : 9 International :14
: Email-_id: deepa@kongu.ac.in, deepabruce@gmail.com,
deepa.cse@kongu.edu,deepadresearch@gmail.com
Mobile : 7868040150, 9952784664
Office : 04294226560 Intercom : 423
IRINS : https://kongu.irins.org/myprofile
Google Scholar : https://scholar.google.com/citations?hl=en&user=vXMtxOYAAAAJ
Journal Publications: (SCI)
Pavithra, E., Janakiramaiah, B., Narasimha Prasad, L. V., Deepa, D., Jayapandian, N., & Sathishkumar, V. E. (2022). Visiting Indian Hospitals Before, During and After Covid. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. (SCI)
BramahHazela, J. Hymavathi, T. Rajasanthosh Kumar, S. Kavitha, D. Deepa, Sachin Lalar , and Prabakaran Karunakaran. "Machine Learning: Supervised Algorithms to Determine the Defect in High-Precision Foundry Operation." Journal of Nanomaterials 2022 (2022). (SCI)
Ms.Deepa, D., and A. Tamilarasi. "Optimised Bert Model for Sentiment Analysis in Pandemic Environment." Journal of Environmental Protection and Ecology 22.6 (2021): 2603-2613. (SCI-Annexure -I)
Dr.K.Sangeetha, Dr.P. Vishnuraja , Ms. D. Deepa, “ Secured and QoS Enabled Routing using Mobile Agents in Mobile Ad hoc Networks” , Asian Journal of Research in Social Sciences and Humanities , Volume : 6, Issue : 7, July 2016.(SCI)
Dr.P. Vishnuraja, Dr.K.Sangeetha , Ms. D. Deepa, “ Extractive text summarization system using fuzzy clustering algorithm”, Asian Journal of Research in Social Sciences and Humanities , Volume : 6, Issue : 7, July 2016. (SCI)
Ms. D.Deepa, Dr.P.Vishnu Raja , “Summarization of Text Using Fuzzy. Relational Clustering”, Global journal of advanced engineering technologies and Sciences Issue 2(3), pp1-6 March 2015. (SCI)
Journal Publications: (Scopus and others)
Deepa, D., Muthukumaran, V., Vinodhini, V., Selvaraj, S., Sandeep Kumar, M. and Prabhu, J., 2023. Uncertainty Quantification to Improve the Classification of Melanoma and Basal Skin Cancer Using ResNet Model. Journal of Uncertain Systems, 16(01), p.2242010.(Scopus)
Ms.D.Deepa,Dr.A.Tamilarasi, "Bidirectional Encoder Representations from Transformers (BERT) Language Model for Sentiment Analysis task." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12.7 (2021): 1708-1721. (Others)
Ms.D.Deepa, Mr.S.Selvaraj, Ms.M.Raaji, Dr.A.Tamilarasi," Exploring Domain Specific Sentiment from Stock Investor Tweets" , International Journal of Advanced Science and Technology, Vol. 29, No. 6s, (2020), pp. 2067-2073, April 2020 (Scopus)
S. Selvaraj, D.Deepa, A. Affiya, G. Aiswarya, G. Brindha Rms Prop: 2 – Class CNN Accuracy Model For Cervical Cancer Prediction And Classification İn Deep Learning International Journal of Advanced Science and Technology, Vol. 29 No. 6s (2020): Vol 29 No 6s (2020) (Special Issue) (Scopus)
Dr.P. Vishnuraja, Dr.K.Sangeetha Ms.D. Deepa , “Extractive Text Summarization Algorithm for Mobile Devices System Using Fuzzy Clustering", Asian Journal of Information Technology , Volume: 15 , Issue : 5 June 2018. (Others)
D.M.Vijaya Lakshmi, Ms. D.Deepa, Dr.A.Tamilarasi, “ Sentimental Classification of user reviews in social networks for cancer diseases”, International Journal of Advanced Research in Basic Engineering Science and Technology (IJARBEST) Volume:3,Issue :24 March 2017 (Others)
International Conference : (Scopus and others)
Narayanasamy, K., Maragatharajan, M. and Deepa, D.., 2023, September. CNN-based Deep Learning Approach for MRI-based Brain Tumor Detection. In 2023 4th International Conference on Smart Electronics and Communication (ICOSEC) (pp. 875-879). IEEE. (Scopus)
Deepa, D, Velumani, R. and Selvaraj, S., 2023. Yoga Pose Estimation along with Human Posture Detection using Deep Learning Approach. Applied and Computational Engineering, pp.339-346. (Others)
Deepa, D, Yaswanth, R. and Kumar, K.V., 2023. Tomato leaf diseases classification using alexnet. Applied and Computational Engineering, pp.347-354. (Others)
Singh, R., Srivastava, A., Bijeshdhyani, B. and Deepa, D., 2023, May. Machine learning based human interacted robotic intelligence to detect the different categories of speech. In 2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI) (pp. 1-8). IEEE. (Scopus)
Govinda Rajulu, G., Jamuna Rani, M., Deepa, D., Mamodiya, U., Deshmukh, R.G. and Rajasanthosh Kumar, T., 2022. Cloud-Computed Solar Tracking System. In Computer Communication, Networking and IoT: Proceedings of 5th ICICC 2021, Volume 2 (pp. 75-85). Singapore: Springer Nature Singapore. (Scopus)
Ms. Deepa, D., et al. "Web Application to Track Student Attentiveness during Online Class using CNN and Eye Aspect Ratio." 2022 6th International Conference on Computing Methodologies and Communication (ICCMC). IEEE, 2022. (Scopus)
Ms.D.Deepa, Ms, M.Raaji, Dr.A.Tamilarasi, “ Sentiment Analysis Using Feature Extraction and Dictionary-Based Approaches “, IEEE Explore -3rd International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC 2019) (Scopus)
Ms.D.Deepa, C.Karthick, Dr.A.Tamilarasi , “Document Modeling for Sentiment Analysis From Text Recent Trends in Engineering, Computers, Information Technology and Application” (page 354-358), March 2018.(Others)
Ms.D.Deepa, A.Raeshman Nisha, S. Sharmiya “ Improving the Classification of Social Tension Using Sentiment Analysis “, International Journal on Future Revolution in Computer Science & Communication Engineering Issue: 3 ,2018. (Others)
Ms.D.Deepa, D.M.Vijaya Lakshmi, Dr.A.Tamilarasi, “Sentimental Classification to detect the mood of the patient in social networks based on user reviews for cancer diseases”, International Conference on Innovative computing Technologies , February 2017.(Others)
Ms.D.Deepa, D.M.Vijaya Lakshmi, Dr.A.Tamilarasi, “ Analysis of User reviews in Social network for cancer diseases based on sentimental classification” ICISRES ’17 March 2017.(Others)
Ms.D.Deepa, D.M.Vijaya Lakshmi, Dr.A.Tamilarasi, “ Sentimental Classification of user reviews in social networks for cancer diseases” , ICRTEST’ 17, March 2017.(Others)
Ms.D.Deepa, D.M.Vijaya Lakshmi , Dr.A.Tamilarasi, “Fuzzy based Classification based on user reviews in social network for cancer iseases”, ICASEM 2K17, March 2017.(Others)
Ms.D.Deepa, D.M.Vijaya Lakshmi, “City event extraction from Twitter data streams”, International Conference Advancements in science engineering Technology &Management, March 2017.(Others)
National Conference :
Ms.D.Deepa, Dr.M.Selvam, ,“Maximizing the domain coverage of language model Natural language processing ”,2011.
Ms.D.Deepa,, Dr.M.Selvam ,“Phrase based Language model adaptation using Latent semantic analysis”, NCVIT 11
Ms.D.Deepa, D.M.Vijaya Lakshmi, Dr.A.Tamilarasi, “Sentiment Classification in Social Networks Based on User Reviews for Cancer and Diabetes” , RTUCCT September 2016 (National Conference)
Ms.D.Deepa,, Dr.A.Tamilarasi, Dr.P.VishnuRaja, ”LSA based Cross-lingual sentiment classification,”, RTUCCT September 2016 (National Conference)
Ms.D.Deepa,, “Palm print Authentication System”, Bannari Amman Institute of Technology, 2009
Workshops / Seminars / Symposium/ Conference/ Refresher / Orientation course / FDP/STTP attended: 31
Seminar/Conference/Workshop/FDP/STTP/Other Organized:
1. Workshop on web designing using Joomla in 2010-11
2. Web development training on Joomla in 2011-12
3. Seminar on Computability and Complexity Theory in 2012-13
4. Web Design using Joomla in 2013-14
5. Web Designing using Joomla in 2014-15
6. Web Designing using Joomla in 2014-15
7. Web Designing using Joomla in 2015-16
8. Hands-on Training on Latex in 2015-16
9.Hands-on training on NS2 in 2015-16
10.Web Designing using Joomla in 2016-17
11.Training on Hands-on training on NS in 2 (@TBI) in 2016-17
12. Training on Hands-on training on NS in 2 (@TBI) in 2017-18
13.Hands-on Training on Latex in 2017-18
14. Building your website using Joomla in 2017-18
15. Building a website using Joomla in 2018-19
16. Natural Language Processing using SpaCy in 2019-20
17.Online FDP on Exploring Machine Learning Algorithms and Applications in 2019-20
18. Block Chain Technologies
Funded Seminars/Workshops Organized :
DRDO sponsored workshop on Emerging Cyber Security issues of the Smart Grid during 2012-13
CSIR Sponserd Seminar on Quantum Computing and Quantum Information during 2010-11
Online Course Materials :
Problem Solving and programming: Syllabus, Activity (Photo),
Lecture Video : Data types, Functions
PPT : Ctokens, Function1, Function2, Array Character Array
Professional Ethics : Syllabus and CO PO mapping, Activity
Computer Organization : CO PO Mapping ILO, Basics-PPT, NPTEL , Syllabus Tutorial
Power Point Presentations
Database Management System : CO PO Mapping ILO, NPTEL, Syllabus , ICT- Activity, END SEMESTER QP: 2016 2017 2018 2019
ICT Activity - ICT Activity -2021
Power Point Presentation : Basics
Digital Principles and System Design:
Number System and Conversion1, Number System and Conversion 2, Number System and Converstion3
Binary to gray code converter, Gray to binary converter
Project Based Learning 2022-23 (DPD)
Multicore Architectures:
One /Two credit courses Handled
Web Application Development using Oracle APEX- Course Material:
https://drive.google.com/drive/folders/1oiL3uGRpeKs7LEFpexP2rAZz0JRu-f3z?usp=share_link
18VAC96 - Image Processing with MATLAB - Course Material:
https://drive.google.com/drive/folders/1Wby4-c8vtBgs2oV_opZUo2jlhciu6O4k?usp=share_link
2.18VC007 - Programming with C++ - Course Material:
https://drive.google.com/drive/folders/10WYX8hyH1XTC7fDiAdvoG0fcJLkzfP4A?usp=share_link
20VC028 - Image processing with MATLAB - Course Material:
https://drive.google.com/drive/folders/1Wby4-c8vtBgs2oV_opZUo2jlhciu6O4k?usp=share_link
Subjects handled
Principles of Compiler Design
Design thinking
Digital Marketing
Python Programming
Computer Organization
Machine Learning
Object Oriented Analysis and Design
Multicore Architecture
Database Management Systems
Professional Ethics and Human Values
Universal Human Values
Problem Solving and Programming
Digital Principles and System Design
Software Project Management
Object Oriented Programming and Design