N. DEEPA Assistant Professor

Profile Picture

  • Department of Computer Science- Karaikal Centre
  • School of Engineering & Technology
  • deesraj@pondiuni.ac.in

Academic Activity

Academic Activity Picture1

Academic Activity Picture2

Educational Qualification (UG,PG & Higher Order)

S.No Degree Subject/Title of thesis University/Board Year of Passing
1 PhD Decision making models for Classification and Prediction using Soft Computing Techniques on Agriculture dataset Vellore Institute of Technology 2018
2 M.E Computer Science and Engineering Anna University 2009
3 MCA Computer Applications University of Madras 2000
4 B.Sc Computer Science Bharathidasan University 1996

Area of Specializaion

Artificial Intelligence, Predictive Analytics, Machine learning, Soft computing, Data Mining

Awards / Prizes Conferred

S.No Name / Title of the Award Type Name of the Agency conferred the Award Year of the Award Amount for Cash Award

Teaching Experience

S.No Designation Department/Centre Institution
1 Lecturer Computer applications Kamban Engineering College, Tiruvannamalai
2 Lecturer Computer Science and Engineering Arunai Engineering College, Tiruvannamalai
3 Senior Lecturer Computer Science and Engineering Arunai Engineering College, Tiruvannamalai
4 Assistant Professor (Senior) School of Information Technology and Engineering Vellore Institute of Technology, Vellore

Research Experience

S.No Designation Department/Centre Institution Area of Research
1 Assistant Professor School of Information Technology and Engineering Vellore Institute of Technology, Vellore, Tamil Nadu Predictive Analytics

Industry Experience

S.No Designation Company/Corporate Nature of Work
1 Software Programmer ETG Infotech, Hyderabad Web Development

Contribution towards Innovation

S.No Name of the Work/Contribution Specialization Remarks

Patent Details

S.No Title Status Patent Number Year of Award Type Commercialized Status
1 IOAT(INTERNET OF AGRICULTURAL THINGS) CROP MONITORING SYSTEM FOR SUSTAINABLE AGRONOMIC DEVELOPMENT APPLIED 201941035000 A 2019 NATIONAL NO
2 A RECOMMENDATION TOOL FOR MULTI-CROPPING USING INTERNET OF THINGS AND ARTIFICIAL INTELLIGENCE APPLIED 201941035010 A 2019 NATIONAL NO
3 A IOT SYSTEM FOR MONITORING THE FLOW OF CREAMED RUBBER LATEX DURING RUBBER HARVESTING APPLIED 201941035004 A 2019 NATIONAL NO

Papers Published in UGC Approved Journals

S.No Title Name of the Authors as per the order in Paper Journal Name Volume, Issue & Page Nos. Year Impact Factor
1 Clustering of Wireless Sensor Network Data. Nallakaruppan, M. K., Ilango, P., Deepa, N., & Muthukumarappan, A Research Journal of Pharmacy and Technology 10(1), 78 2017 0
2 A Brief Survey of Decision Making Methods and its Applications in Various Domains Deepa, N., & Ganesan, K. Research Journal of Pharmacy and Technology 9(8), 1079 2016 0
3 Dimension Reduction Using Principal Component Analysis for Pharmaceutical Domain N Deepa, Chandrasekar Ravi Research Journal of Pharmacy and Technology 9(8), 1169-1173 2016 0
4 NP-FARM: Negative and positive fuzzy association rule mining in transaction dataset Ravi, C., Khare, N., & Deepa, N Indian Journal of Science and Technology 7(11), 1774-1779 2014 0
5 An Improved Method for Tracing IP Packet's Source Ravi, C., Ramesh, P. S., & Deepa, N. Indian Journal of Science and Technology 7(5), 577-580 2014 0
6 Dimension Reduction using Multivariate Statistical Model N. Deepa, Chandrasekar. R, R. Viswanathan, R. Sathiyaseelan International Journal of Applied Engineering Research 9(14), 2531-2538 2014 0
7 PARM: A Novel Positive association rule mining algorithm for discovering malevolent applications in Windows Operating Systems Chandrasekar, R., & Deepa, N. International Journal of Engineering and Technology 5(3), 2461-2465 2013 0
8 Adaptive Hypermedia using Link Annotation Technology and Recommender Model (AHLARM) Deepa, N., Priyadarsini, S., Mahadevan, V., & Wilson, J. Journal of Theoretical & Applied Information Technology 46(2), 1022 – 1028 2012 0
9 Image Based DLP Security For Risk Professionals A High Impact Strategy N. Deepa, S. Priyadarsini, R. Sathiyaseelan, M. Varunkumar International Review on Computers and Software 7(6), 2831-2836 2012 0

Papers Published in Non UGC Approved Peer Reviewed Journals

S.No Title Name of the Authors as per the order in Paper Journal Name Volume, Issue & Page Nos. Year Impact Factor
1 Blockchain for Edge of Things: Applications, Opportunities, and Challenges Gadekallu, T. R., Pham, Q. V., Nguyen, D. C., Maddikunta, P. K. R., Deepa, N., Prabadevi, B., ... & Hwang, W. J. IEEE Internet of Things Journal 9(2), 964-988 2022 9.936
2 A survey on blockchain for big data: Approaches, opportunities, and future directions Deepa, N., Pham, Q. V., Nguyen, D. C., Bhattacharya, S., Prabadevi, B., Gadekallu, T. R., ... & Pathirana, P. N. Future Generation Computer Systems 131, 209-226 2022 7.187
3 Industry 5.0: A survey on enabling technologies and potential applications. Maddikunta, P. K. R., Pham, Q. V., Prabadevi, B., Deepa, N., Dev, K., Gadekallu, T. R., ... & Liyanage, M. Journal of Industrial Information Integration 100257, https://doi.org/10.1016/j.jii.2021.100257 2021 10.063
4 Toward Blockchain for Edge-of-Things: A New Paradigm, Opportunities, and Future Directions Prabadevi, B., Deepa, N., Pham, Q. V., Nguyen, D. C., Reddy, T., Pathirana, P. N., & Dobre, O. IEEE Internet of Things Magazine 4(2), 102-108 2021 0
5 Integrated Ranking Algorithm for Efficient Decision Making Deepa, N., Prabadevi, B., & Srivastava, G. International Journal of Information Technology & Decision Making 20(02), 597-618 2021 2.220
6 An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier Deepa, N., Prabadevi, B., Maddikunta, P. K., Gadekallu, T. R., Baker, T., Khan, M. A., & Tariq, U. The Journal of Supercomputing 77(2),1998-2017 2021 2.474
7 Performance Assessment of Certain Machine Learning Models for Predicting the Major Depressive Disorder among IT Professionals during Pandemic times Vincent, P. M., Mahendran, N., Nebhen, J., Deepa, N., Srinivasan, K., & Hu, Y. C. Computational Intelligence and Neuroscience https://doi.org/10.1155/2021/9950332 2021 3.633
8 Comparative analysis of machine learning algorithms for prediction of smart grid stability Bashir, A. K., Khan, S., Prabadevi, B., Deepa, N., Alnumay, W. S., Gadekallu, T. R., & Maddikunta, P. K. R International Transactions on Electrical Energy Systems e12706 2021 2.860
9 Predictive model for battery life in IoT networks Maddikunta, P. K. R., Srivastava, G., Gadekallu, T. R., Deepa, N., & Boopathy, P IET Intelligent Transport Systems 14(11), 1388-1395 2020 2.480
10 Multiclass Model for Agriculture Development Using Multivariate Statistical Method Deepa, N., Khan, M. Z., Prabadevi, B., PM, D. R. V., Maddikunta, P. K. R., & Gadekallu, T. R. IEEE Access 8, 183749-183758 2020 3.367
11 Realizing Sustainable Development via Modified Integrated Weighting MCDM Model for Ranking Agrarian Dataset Deepa, N., Ganesan, K., Srinivasan, K., & Chang, C. Y. Sustainability 11(21), 6060 2019 3.251
12 An efficient ensemble vtopes multi-criteria decision-making model for sustainable sugarcane farms Deepa, N., Srinivasan, K., Chang, C. Y., & Bashir, A. K. Sustainability 11(16), 4288 2019 3.251
13 Decision-making tool for crop selection for agriculture development Deepa, N., & Ganesan, K. Neural Computing and Applications 31(4), 1215-1225 2019 5.606
14 Predictive mathematical model for solving multi-criteria decision-making problems Deepa N, Ganesan K, Sethuramasamyraja B Neural Computing and Applications 31(10):6733-6746 2019 5.606
15 Hybrid Rough Fuzzy Soft classifier based Multi-Class classification model for Agriculture crop selection Deepa, N., and Ganesan, K. Soft Computing 23(21):10793-10809 2019 3.643
16 AI-Based Agriculture Recommendation Model for Assessing Land Suitability Vincent, D. R., Deepa, N., Elavarasan, D., Srinivasan, K., Chauhdary, S. H., & Iwendi, C Sensors 19(17), 3667 2019 3.576
17 Quality Assessment of Tire Shearography Images via Ensemble Hybrid Faster Region-Based ConvNets Chang, C. Y., Srinivasan, K., Wang, W. C., Ganapathy, G. P., Vincent, D. R., & Deepa, N. Electronics 9(1), 45 2019 2.69
18 Multi-class classification using hybrid soft decision model for agriculture crop selection Deepa, N. and Ganesan, K Neural Computing and Applications 30(4):1025-1038 2018 5.606
19 Mahalanobis Taguchi system based criteria selection tool for agriculture crops Deepa, N., & Ganesan, K. Sadhana 41(12), 1407-1414 2016 0.769
20 Aqua Site Classification Using Neural Network Models Deepa, N., & Ganesan, K AGRIS on-line Papers in Economics and Informatics 8(4), 51-58 2016 0
21 A Generalized Multi Criteria Decision Making Method Based on Extension of ANP by Enhancing PAIR WISE Comparison Techniques Arpita Barve, N. Deepa, Chandrasekar Ravi CYBERNETICS AND INFORMATION TECHNOLOGIES 15(4), 3 2015 0

Papers Published in Conference Proceedings

S.No Title Name of the Authors as per the order in Paper Details of Conference Publication Page Nos. Year
1 ). An ensemble model for intrusion detection in the Internet of Softwarized Things Srivastava, G., Deepa, N., Prabadevi, B., & Reddy M, P. K. In Adjunct Proceedings of the 2021 International Conference on Distributed Computing and Networking 25-30 2021
2 An analysis on Version Control Systems. Deepa, N., Prabadevi, B., Krithika, L. B., & Deepa, B. 2020 International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE) 1-9 2020
3 Integration of E-Commerce System with Various ERP Tools Krithika, L. B., Prabadevi, B., Deepa, N., & Bhavanasi, S. In 2020 International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE) 1-8 2020
4 Analysis of machine learning algorithms on cancer dataset Prabadevi, B., Deepa, N., & Vinod, V. 2020 International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE) 1-10 2020
5 Efficient Process Scheduling Algorithm using RR and SRTF Sinha, P., Prabadevi, B., Dutta, S., Deepa, N., & Kumari, N. 2020 International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE) 1-6 2020

Books

S.No Title of the Book Name of the Authors as per the order in Book Publisher Year ISBN No.

Chapters in Books

S.No Title of the Chapters Name of the Authors Title of the Book Publisher Year ISBN No.
1 Decision Analysis in Financial Marketing Using Multi-Criteria Decision-Making Methods Boopathy, P., & Deepa, N. In Sustainability Reporting, Ethics, and Strategic Management Strategies for Modern Organizations IGI Global 2021 978-1-7998-4637-6
2 Advanced Machine Learning for Enterprise IoT Modeling. Deepa, N., & Prabadevi, B. Business Intelligence for Enterprise Internet of Things Springer 2020 978-3-030-44407-5

Edited Books

S.No Title of the Book Name of the Authors as per the order in Book Publisher Year ISBN No.

Ongoing Projects

S.No Title of the Project Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Ongoing Consultancy Works

S.No Title of the Consultancy Work Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Completed Projects

S.No Title of the Project Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Completed Consultancy Works

S.No Title of the Consultancy Work Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Career Guidance Offered to students

S.No Name of the Scheme No. of Students Competitive Examinations/ Career Counseling No. of Students Passed No. of Students Placed

List of capability enhancement such as Soft skill development, Remedial coaching, Language lab,
Bridge courses, Yoga, Meditation, Personal Counselling and Mentoring etc.,

S.No Name of the Programme/Scheme Date of Implementation No. of Students Enrolled Agencies Involved

Research Guidance - PG

S.No Year Degree No. of Students Awarded Department/Centre

Research Guidance - Ph.D

S.No Student Name Registration Date Registration No. Thesis Title Thesis Submitted Status Thesis Submitted Date Vivavoce Completed Status Date Awarded

Research Guidance - Post Doctoral

S.No Scholar Name Designation Funding Agency Fellowship Title Year of Joining Year of Completion

Financial assistance availed to attend conferences / workshops and to pay membership fee
of professional bodies during the year

S.No Conference/ workshop attended for which financial support provided Professional body for which membership fee is provided Amount of Support Place From Date To Date Year

E-Lecture Details

S.No E-Lecture Title Development of e-content/e-learning/delivering Member of Editorial Bodies Reviewer/Referee of
Content/Module Title Institution/Platform Year Weblink

Details of Online Education Conducted

S.No Nature of Online Course No. of Sessions Target Group Date

Invited Talks in Conference/Seminar/Workshop/Training Programme

S.No Title of the Paper Conferences/Seminar/Workshop/Training Programme Organized by Whether International / National / State / Regional / College or University Level From To Year

Conferences/Seminars Organized

S.No Title of the Programme Sponsors Venue & Duration Whether International / National / State / Regional / College or University Level From To Year

Workshop Organized

S.No Title of the Programme Sponsors Venue & Duration Whether International / National / State / Regional / College or University Level From To Year
1 Python for Data Analytics Nil Online & One day University Level 26-09-2022 26-09-2022 2022
2 Soft computing based Data Driven Self Adaptive Systems(SC-DDSAS) Vellore Institute of Technology, Vellore Vellore Institute of Technology, Two days National 18-01-2019 19-01-2019 2019
3 Fundamentals of Nuke Vellore Institute of Technology, Vellore Vellore Institute of Technology, One days National 21-03-2015 21-03-2015 2015

Administrative Responsibilities in the Government and Quasi Government Agencies

S.No Name of the Position Agency/Organisation Duration Nature of Duties

Affiliation in Academic Bodies/Societies

S.No Name of the Body/Society Nature of Affiliation Year

Participation & Extension Activities (Academic/Administraion)

S.No Name of the Position (Head, Dean, Co-ordinator, Director, etc.,) Duration Nature of Dutites

Participation & Extension Activities (Co-Curricular)

S.No Name of the Position (NSS, NCC, Warden etc.,) Duration Nature of Dutites

Collaboration with Institution/Industry

S.No Collaborator Name Designation Institution/Industry Type Nature of Collaboration Period of Collaboration Visits to Collaborating
Institution / Industry		 Details of Collaborative Research/Teaching
From Date To Date From Date To Date

Faculty Development Programme Attended (Orientation, Refresher, other Short Term Course during the year)

S.No Title of the FDP Organiser Venue Duration From Date To Date Year
1 8th Faculty Induction Programme UGC HRDC, Pondicherry University Virtual Mode 30 days 18-08-2022 16-09-2022 2022

Details of Executive Development Prog/Management Development Prog. conducted

S.No Name of the Programme No. of Participants Venue Duration From Date To Date Year Revenue Generated

Participation in IMPESS, IMPRINT, SPARC, STARS, LEAP Programme etc and DSF Funding Programme

S.No IMPRESS/IMPRINT/SPARC/STARS/LEAP/Others Place From Date To Date Year

Enrolment under ARPIT Programme

S.No Name of the Programme Period of the Programme
From Date To Date