Dr. S. Angel Deborah
B.E., M.E., Ph.D.
Assistant Professor
Department Of Computer Science and Engineering
Dr. S. Angel Deborah, Assistant Professor in the Department of Computer science has 11 years and 6 months of teaching and research experience. She received her Ph.D from Anna University. She received her M.E in Embedded System Technologies from Anna University of Technology Tirunelveli. She has been awarded first rank in M.E from Anna University of Technology Tirunelveli. She received her B.E from Jerusalem College of Engineering, Chennai.
She is a member of the Machine Learning Research Group of SSN and she has been consistent in taking part in the International Workshop on “Semantic Evaluation”(SemEval) organized by Association of Computational Linguistics from 2017.
One of the systems developed by her for Fine-Grained Sentiment Analysis on Financial Microblogs and News in SemEval-2017 organized under the umbrella of SIGLEX, the Special interest group on the lexicon of the Association for Computational Linguistics was ranked third. Also, one of the systems developed by her team was ranked first in ACL 2022. Two of her papers have been awarded “Best paper award” at two different international conference.She has published 17 papers in journals, 44 papers in international conferences and 3 papers in national conferences.
Machine Learning, Natural Language Processing, Data Science, Embedded Systems and Internet of Things
- Angel Deborah S, S Milton Rajendram, Mirnalinee T T, Rajalakshmi S, “Contextual Emotion Detection on Text using Gaussian Process and Tree-based Classifiers”, Intelligent Data Analysis, IOS Press, pp. 119-132, Vol.26, no.1, Jan 2022. (Web of Science)
- Ujjwel Balwal, Varshini Balaji, Sivakami S, Rajalakshmi S, Angel Deborah S, Saritha M, “Automatic Forest Fire Detection using Drones and Deep Learning Techniques”, Indian Journal of Natural Sciences, pp. 47599- 47607, Vol.13, no. 74, October, 2022. (Web of Science)
- Kavithasri A, Aishvarya S, Saritha, M, Rajalakshmi S, Angel Deborah S, “Automated Vehicular Accident Detection and Notification System”, Indian Journal of Natural Sciences, pp. 48645- 48652, Vol.13, no. 74, October 2022. (Web of Science)
- Ujjwel Balwal, Angel Deborah S, Rajalakshmi S, Saritha M, “Crop Quality Prediction using Image Processing”, Indian Journal of Natural Sciences, Vol. 13, no. 75, pp. 51271- 51278, December 2022. (Web of Science)
- S Angel Deborah, T T Mirnalinee, S Milton Rajendram, “Emotion Analysis on Text Using Multiple Kernel Gaussian…”, Neural Processing Letters, Springer, pp. 1187–1203, Vol. 53, no.2, 2021.(Web of Science)
Rithwin Siva, Nishant Mathew, R. Nidhi Bhandari, Varsha Bhargavi, Dwarakanathan, A. Beulah, S. Rajalakshmi and S. Angel Deborah, “Braille Interpretation Pad”, Indian Patent Office (Application Number: 202241037782)
The following projects were funded by SSN Trust:
- April 2023- April 2024: A voice enabled interactive learning system for visually impaired- Rs. 1.35 lakh
- 2. Dec 2020- Dec2022: Fine-Grained Emotion Recognition System for Counselling – Rs. 1.45 lakh
- 3. July 2022 – June 2023:
- 4. July 2021 – June 2022:
- 5. July 2019 – June 2020:
- 6. July 2018 – June 2019:
- 7. July 2017 – June 2018:
- 8. July 2016 – June 2017:
- 9. July 2015 – June 2016:
- 10. July 2014 – June 2015:
- 11. July 2013 – June 2014:
AI based automatic trash scooper – Rs. 0.28 lakh
Smart grocery and vegetable ordering system – Rs. 0.27 lakh
Voice enabled braille interpretation pad Rs. 0.16 lakh
Smart chaperone for visually impaired – Rs. 0.24 lakh
Remote power usage monitoring and conservation system for hostels in
educational institutions – Rs. 0.25 lakh
Voice to text converter for hearing impaired using raspberry pi – Rs. 0.24 lakh
Disease detection in plants using deep learning techniques – Rs. 0.17 lakh
Speech emotion detection using Raspberry Pi – Rs. 0.18 lakh
IoT based pest recognition and control system – Rs. 0.09 lakh
Psychiatric assistance system – Rs. 0.23 lakh
Home security system for the hearing impaired – Rs. 0.20 lakh
CQube – A portable device to grade the quality of the crop grains – Rs. 0.07 lakh
Driver assistance system – Rs. 0.17 lakh
Smart waste management reporting and monitoring system – Rs. 0.18 lakh
Customized bus tracking system – Rs. 0.15 lakh
Swachh Bharat Mission using smart dustbin – Rs. 0.19 lakh
Virtual fashion mirror – Rs. 0.23 lakh
Smart wildlife vehicle collision detection system – Rs. 0.18 lakh
Child safety wearable device – Rs. 0.08 lakh
Fighting forest fires using advanced drone technology – Rs. 0.25 lakh
Automated residential control system for disabled people using sensors and mobile application – Rs. 0.15 lakh
Face recognition door – Rs. 0.20 lakh
Smart public distribution system – Rs. 0.12 lakh
Automated waste segregator – Rs. 0.16 lakh
Home automation with IOT using speech recognition – Rs. 0.07 lakh
Intelligent traffic control system using RFID and GSM – Rs. 0.16 lakh
Vehicle accident detection and reporting system – Rs. 0.20 lakh
High Speed Package Delivery BOT using Arduino, GSM Communication and GPS Interfacing – Rs. 0. 15 lakh
Travel Guide Application using Augmented Reality – Rs. 0.06 lakh
AIR Quality Detection and Intelligent Route Suggestion using IoT and Data Analytics – Rs. 0.24 lakh
RFID Based Traffic Violation detection and Traffic Flow Prediction System (TVDTPS) Rs. 0.18 lakh
Automated Appliances for Energy Conservation by Reducing Vampire Energy – Rs. 0.22 lakh
Braille Interpretation Pad – Rs. 0.22 lakh
Acoustic Dialect Decoder and an automated audio language translation device – Rs. 0.18 lakh
Digital Agriculture using decision tree algorithm – Rs. 0.15 lakh
Digital polling booth with enhanced security – Rs. 0.14 lakh
Power Consumption monitoring and temperature regulation system for power saving – Rs. 0.27 lakh
An Intelligent Robotic Hard-Arm System – Rs. 0.25 lakh
Software Controlled Appliances for Energy Conservation and Differently-abled People – Rs. 0.25 lakh
Performance Enhancement of CPU Intensive Applications on Raspberry Pi – Rs. 0.15 lakh
Virtual Reality Car Simulator with Gesture and Touch Input – Rs. 0.12 lakh
Virtual World Simulator – Rs. 0.20 lakh
Caterpillar India Pvt. Ltd, Chennai, India
Full text search in Mobile app – Rs. 1.87 lakhs – November 2021 to June 2022
IEEE and ACM
- Secretary cum Treasure of ACM Chennai Chapter from period February 2020 to January 2021.
- Treasure of ACM Chennai chapter from February 2019 to January 2020