This post was last updated on February 2nd, 2023


Sheba Selvam
Designation : Associate Professor
Area of specialization :
Date of Joining BNMIT : 5th October 2020
Nature of Association (Regular/Contractual/Adjunct) : Regular
E-mail Id : shebaselvam@bnmit.in
No. of years of Experience : 13.7 Years
Qualification
Degree | Institution | Month & Year of Passing | % of marks obtained |
Ph.D | National Institute of Technology Tiruchirappalli | Mar 2017 | |
M.E (CSE) | Anna University | 2007 | 82% |
B.Tech [Hons] (Information Technology) | SASTRA University, Tanjore, | 2005 | CGPA 7.93 |
Experience
- Teaching Experience: 7years
- Research Experience: 6years 7months
- Total Experience: 13years 7 months
SI. No. | Designation | Institution | Duration | Experience |
1 | Associate Professor | BNM Institute of Technology, Bangalore, India | 5 Oct 2020 till date | |
2 | Associate Professor | RajaRajeswari College of Engineering, Bangalore | 2 Aug 2017 to 29 Sep 2020 | 3 Years and 1 month |
3 | Full time Research Scholar | National Institute of Technology Tiruchirappalli (NITT) | 11 Aug 2010 to 16 Mar 2017 | 6 years 7 months |
4 | Assistant Professor | M.A.M. College of Engineering, Tiruchirappalli | 11th June 2008 to 10th August 2010 | 2 Years 2 Months |
Invited Talks/ Technical Sessions Chaired
- Resource person for National Level Virtual FDP on “Big Data Analytics and Machine Learning” conducted by East Point College of Engineering and Technology, Bangalore from 26th March to 1st April 2022.
- As Jury in Internal Hackathon for “Smart India Hackathon, 2020”, RRCE, Bangalore.
- Reviewer for International Conference on “Data Science and Computational Security” (IDSCS 2020), CHRIST (Deemed to be University), Pune Lavasa Campus, in association with Springer on 13-14 March 2020.
- Reviewer for International Conference on “Data Science and Communication” (IconDSC’19), CHRIST (Deemed to be University), Bangalore on 1-2 March 2019
- Session chair for International Conference on “Recent Trends in Computational Engineering and Technologies” (ICTRCET’18) in association with IEEE Bengaluru Section, on 17th & 18th May 2018, RRCE, Bangalore
Academic Positions and other Responsibilities University Level
- UG Practical Examiner
- PG Project External Examiner
- Deputy Chief Superintendent (External)
Department Level
- Counsellor
- NBA Coordinator
- Timetable Coordinator
- Event Coordinator
- FDP Coordinator
- Institution Innovation Council (IIC) Coordinator
- BoS Member Secretary
- IQAC
Professional Memberships
- Life Member, Indian Society for Technical Education (ISTE)
- Life Member, International Association of Engineers (IAENG)
Awards and Achievements
- Received Honours in B.Tech
Expertise / list of Subjects handled
- Artificial Intelligence and Machine Learning.
- Database Management System
- Computer Organization
- Python Application Programming
- Data Communication
- Operating System
- Computer Networks
- Internet of Things
- System Modelling and Simulation
Research Interest
- Social media retrieval
- Semantic Web
- Machine Learning
- Deep Learning
- Sentiment Analysis
- Ontological Modelling
Funding received: NIL
- Received 3 Lakhs fund from VTU TEQIP 1.3 for 5-day Training programme on “Outcome Based Education and NBA Accreditation.”
Journal
SCOPUS Journals
- Naveen, J., Sheba Selvam, and Blessy Selvam. “FO-DPSO Algorithm for Segmentation and Detection of Diabetic Mellitus for Ulcers.” International Journal of Image and Graphics, World Scientific (2022): 2240011.
- Monalika Padma Reddy, Sheba Selvam, Meghana AC, Ashwitha NA, “Human Activity Recognition using 3D CNN”, Turkish Online Journal of Qualitative Inquiry, Vol. 12 No. 7 (2021), pp. 12898 – 12908. ISSN 1309-6591
- Gagana S, Sheba Selvam, Priya G, Preethi H, Seema D, “Student Behaviour Detection in Eductation Training Institution”, Turkish Online Journal of Qualitative Inquiry, Vol. 12 No. 7 (2021), pp. 11708 – 11719. ISSN 1309-6591.
SCI/SCIE Journals
- Naveen, J., Sheba Selvam, and Blessy Selvam. “FO-DPSO Algorithm for Segmentation and Detection of Diabetic Mellitus for Ulcers.” International Journal of Image and Graphics, World Scientific (2022): 2240011.
- Monalika Padma Reddy, Sheba Selvam, Meghana AC, Ashwitha NA, “Human Activity Recognition using 3D CNN”, Turkish Online Journal of Qualitative Inquiry, Vol. 12 No. 7 (2021), pp. 12898 – 12908. ISSN 1309-6591.
- Gagana S, Sheba Selvam, Priya G, Preethi H, Seema D, “Student Behaviour Detection in Eductation Training Institution”, Turkish Online Journal of Qualitative Inquiry, Vol. 12 No. 7 (2021), pp. 11708 – 11719. ISSN 1309-6591.
- Selvam Blessy, Ravimaran S, Sheba Selvam, “Parallelized root cause analysis using cause-related aspect formulation technique (CRAFT)”. The Journal of Supercomputing. 2019 Sep 1;75(9):5914-29.
- Sheba Selvam, B. Ramadoss and S. R. Balasundaram, “Ontology-Based Event Detection Framework for Journalist”, Journal of Web Engineering (JWE), 17, No.6 (2018) 3583-3598 (SCI)
- Sheba Selvam, B.Ramadoss and S.R.Balasundaram, “Ontology With Hybrid Clustering Approach for Improving the Retrieval Relevancy in Social Event Detection”, International Journal on Semantic Web and Information Systems (IJSWIS) Volume 14, Issue 4, (2018):33-56 (SCI)
- Sheba Selvam, Ramadoss Balakrishnan, and Balasundaram Sadhu Ramakrishnan, “Social Event Detection–a systematic approach using Ontology and Linked Open Data with Significance to Semantic Links.” International Arab Journal of Information Technology Vol 15, no. 4 (2018): 729-738. (SCI).
SCOPUS Journals
- Sheba Selvam,Suchithra K, Ranjitha C, Sahana B S and Sangavi S K, “Garbage Detection for Cleanliness Assessment in Urban Areas Using Fast Region Convolutional Neural Networks”, Journal of Critical Reviews, 2020, Vol. 7, No. 14, pp. 1755 – 7496
- Sheba Selvam, “Career recommender system using random forest algorithm”, Journal of Critical Reviews, 2020, Vol. 7, No. 14, pp.
- Sheba Selvam, Megaldon Jasper K, Prashanth N, Preetham M and Manoj V, “Handwritten Digit and Character Recognition Using Neural Networks”, International Journal of Advanced Science and Technology, 2020, Vol. 29, No. 6, pp. 7497 – 7507
- Blessy Selvam, S Ravimaran, Sheba Selvam, “Heterogeneous Weighted Voting based Ensemble (HWVE) for Root-Cause Analysis”, Journal of Information Technology Research (JITR), 2019, Accepted (Scopus). In press.
- Blessy Selvam, S Ravimaran, Sheba Selvam, “Enhanced Root Cause Analysis using Rule based Aspect Extraction and RNN (RAER)”, Journal of Advanced Research in Dynamical and Control Systems, Vol. 11, 04-Special Issue, 2019. 332-338 (Scopus)
- Sheba Selvam, B. Ramadoss, and S. R. Balasundaram (2015), Geo distance-based event detection in social media. International Journal of Computational Intelligence Studies, Vol. 4(1), pp. 87-101, Inderscience Publisher.
Conference
International Conference
- Vinod Kumar k, Sheba Selvam, Suraj S and Chandra Shekar SS (2019). Prediction of Fine-Grained Air Quality for Pollution Control, International Conference on Innovations in Computing, Automation and Intelligent Information Systems (ICAIIS)
- Gaurav Kumar, Sheba Selvam, Meghana R. salmagundi and Aastha Mishra (2018). Data Noise Reduction and Analysis for Domain based Lead Generation, International Conference on Recent Trends in Computational Engineering and Technologies (ICTRCET’18).
- N, Sheba Selvam, Prathap. R and Sushmitha. M (2018). Threat Modeling for Commercial Website – A Tool based approach using OWASP Standards, International Conference on Recent Trends in Computational Engineering and Technologies (ICTRCET’18)
- Blessy Selvam, S Ravimaran, Sheba Selvam(2018). Hybrid approach for root cause analysis of aspects using online reviews, International Conference on Recent Trends in Computational Engineering and Technologies (ICTRCET’18)
- Sheba Selvam, B. Ramadoss, and S. R. Balasundaram (2015). A Combined Clustering Approach for Social Event Detection in Flickr, 2nd International Conference on Data Engineering and Communication Systems, RNS Institute of Technology, Bengaluru, India, 28-29 December 2015. Proceedings in the International Journal of Applied Engineering Research, Volume 10, Number 86 (2015) Special Issues,168-171. (Scopus)
- Sheba Selvam, B. Ramadoss, and S. R. Balasundaram (2013). Event Detection Refinement Using External Tags for Flickr Collections, In the Proceedings of the International Conference on Advanced Computing, Networking, and Informatics, Springer, Raipur, India, 12-14 June 2013, Vol. 243, pp. 369-375. (Scopus). Cited by 6.
National Conference
- Presented a paper titled “Face region analysis using Embedding Techniques”, at ACENET ‘06, PSNA College of Engineering & Technology, Dindigul.
- Presented a paper titled “Security for Commercial Grid Environment”, at National Conference on Engineers Meet in Emerging Trends, April 5th2007, Oxford Engineering College, Tiruchirappalli.
- Presented a paper titled “Voice Security for Grid”, at National Conference on Recent Trends in Computer Technologies & Applications, 11th-12thOctober 2016, Pavendar Barathidasan College of Engineering & Technology, Trichy.
Invited Talks/ Technical Sessions Chaired
- As Jury in Internal Hackathon for “Smart India Hackathon, 2020”, RRCE, Bangalore.
- Reviewer for International Conference on “Data Science and Computational Security” (IDSCS 2020), CHRIST (Deemed to be University), Pune Lavasa Campus, in association with Springer on 13-14 March 2020.
- Reviewer for International Conference on “Data Science and Communication” (IconDSC’19), CHRIST (Deemed to be University), Bangalore on 1-2 March 2019
- Session chair for International Conference on “Recent Trends in Computational Engineering and Technologies” (ICTRCET’18) in association with IEEE Bengaluru Section, on 17th & 18th May 2018, RRCE, Bangalore
Delivered guest lecture on “LaTeX” on 25th Jan 2018 at RajaRajeswari College of Engineering
Book-
- Sheba Selvam., Blessy Selvam., Naveen J. (2020) “Root-Cause Analysis Using Ensemble Model for Intelligent Decision-Making”. In: Rout J., Rout M., Das H. (eds) Machine Learning for Intelligent Decision Science. Algorithms for Intelligent Systems. Springer, Singapore. First Online 03 April 2020
Patent
- “CRYPTOGRAPHIC SECURITY OF DATA TRANSFERS IN COMPUTER SYSTEMS”, Application No.202041005154 A, Publication Date: 14/02/2020
FDP /Workshops /Seminars/Guest Lectures Organized
- Organized 5-Day Virtual FDP on “Emerging Applications in Deep Learning” from 8thJune 2020 to 12th June 2020.
- Mini Project Exhibition 18thNov 2019, RRCE, Bangalore
- FDP on “Data Science”, from 28thJan 2018 to 3rd Feb 2019 conducted by TEQUED labs in RRCE, Bangalore.
- “Project Exhibition” 25thMay 2018, RRCE, Bangalore.
- Guest Lecture on “ARM 7 Processor” 24thApril 2018, RRCE, Bangalore.
- Technical Seminar on “Machine Learning” 12thMarch 2018, RRCE, Bangalore.
- Educational Outreach 10thJanuary 2018 to The Government School, Ramohalli, Bangalore
- Mini Project Exhibition on27thSeptember 2017, RRCE, Bangalore.
- Educational Outreach on 9thSeptember 2017, to The Government School, Ramohalli, Bangalore.
- Student Development Programme on “Android/Networking/Python”, 4thand 5th September 2017, RRCE, Bangalore.
- 3-day workshop on “Android Applications/ Advanced Networking/ JAVA, J2EE & Cloud Applications”, 30 Aug – 01 Sep 2017, RRCE, Bangalore.
- Technical seminar on “Storage Area Networks”, 24 August 2017, RRCE, Bangalore.
Hobbies
Sports
Music
Any other things