Dr. K. Nirmala Devi
Qualification : Ph.D. (Anna University)
Designation : Assoc. Professor
Email:[email protected]
Details of Educational Qualification:
| Course | Specialization | Branch | Institute / University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | Information and Communication Engineering | Information and Communication Engineering | Anna University, Chennai | 2015 |
| M.E. | Computer Science and Engineering | Computer Science and Engineering | Anna University, Chennai | 2006 |
| M.C.A. | Computer Applications | Computer Applications | Bharathiar University, Coimbatore | 1997 |
| B.Sc. | Computer Science | B.Sc. | Bharathiar University, Coimbatore | 1994 |
Research Identifiers:
- Scopus Link: https://www.scopus.com/authid/detail.uri?authorId=55263791000
- Vidwan Link: https://vidwan.inflibnet.ac.in/profile/236087
- Google scholar Link: https://scholar.google.com/citations?user=1r81av0AAAAJ&hl=en
- h-Index (As per Scopus Data) : 12
Publication Details:
| S.No | Publication Affiliation | Academic Year | Author Position | Details of Research Publication | Indexing | Publication | Journal Quartile (Q1/Q2/Q3/Q4) |
|---|---|---|---|---|---|---|---|
| 1 | Others | 2025-26 | 1 | Deep Learning Enhanced Suicidal Detection in Social Media. In International Conference on Computational Intelligence in Data Science . IFIP Advances in Information and Communication Technology, 749, pp. 278-292. Springer Cham: Springer Nature Switzerland. | Scopus | Book Chapter | Q3 |
| 2 | Others | 2025-26 | 1 | Cyberbullying Impact Prediction Using Deep Learning Models. Emerging Trends in Artificial Intelligence and Machine Learning. SPIN 2025. Lecture Notes in Electrical Engineering, vol 1450. Springer, Singapore. | Scopus | Book Chapter | Q4 |
| 3 | Others | 2024-25 | 3 | Dynamic multipath routing for energy‐efficient and reliable communication in 6G networks with MIMO. Internet Technology Letters, 8(3), e559. | Scopus | Article | Q3 |
| 4 | Others | 2024-25 | 5 | Efficient heart disease classification through stacked ensemble with optimized firefly feature selection. International Journal of Computational Intelligence Systems, 17(1), 174. | SCIE | Article | Q2 |
| 5 | Others | 2024-25 | 1 | Novel-shaped expandable quad-port MIMO antenna using FR4 material with features of high isolation and band width for 5G networks, Wi-Fi, and satellite communication applications. Optical and Quantum Electronics, 56(7), 1272. | SCIE | Article | Q1 |
| 6 | Others | 2024-25 | 5 | Unravelling Emotional Well-Being: Detecting Stress in Social Media Through Advanced Deep Learning Techniques. In 2025 International Conference on Emerging Smart Computing and Informatics (ESCI) (pp. 1-6). IEEE. | Scopus | Conference Proceedings | None |
| 7 | Others | 2024-25 | 1 | Cyberbullying Detection using Deep Learning Algorithms. In 2025 3rd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT) (pp. 1298-1306). IEEE. | Scopus | Conference Proceedings | None |
| 8 | Others | 2024-25 | 2 | AI-Driven Early Detection of Pneunomia Deficiency Based on Deep Learning Approaches. In 2024 2nd International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES) (pp. 1-6). IEEE. | Scopus | Conference Proceedings | None |
| 9 | Others | 2024-25 | 6 | Parkinson's Disease Detection Using Deep Learning. In 2024 First International Conference on Data, Computation and Communication (ICDCC) (pp. 186-191). IEEE. | Scopus | Conference Proceedings | None |
| 10 | Others | 2024-25 | 1 | Cyberbullying Detection and Severity Classification Using Bi-LSTM. In 2024 9th International Conference on Communication and Electronics Systems (ICCES) (pp. 338-344). IEEE. | Scopus | Conference Proceedings | None |
| 11 | Others | 2023-24 | 3 | A Novel Intelligent Approach for Efficient Detection of Respiratory Infections Combining Face Mask Detection and Thermal Images on Embedded Devices.SN Computer Science, 4(6),pp.801.2023 | Scopus | Article | Q2 |
| 12 | Others | 2023-24 | 3 | Sentiment Analysis on Covid-19 data Using BERT Model. In 2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE) (pp. 1-8). IEEE | Scopus | Conference Proceedings | None |
| 13 | Others | 2023-24 | 2 | An Intelligent System For Skin Cancer Detection Using Deep Learning Techniques. In 2024 International Conference on Advances in Data Engineering and Intelligent Computing Systems (ADICS) (pp. 1-5). IEEE | Scopus | Conference Proceedings | None |
| 14 | Others | 2023-24 | 5 | Sentimental Analysis on Twitter data using Deep Learning. In 2024 2nd International Conference on Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA) (pp. 1-7). IEEE. | Scopus | Conference Proceedings | None |
| 15 | Others | 2023-24 | 2 | An enhanced method for recognition of facial expressions using convolutional neural network. In 2024 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV) (pp. 173-175). IEEE. | Scopus | Conference Proceedings | None |
| 16 | Others | 2023-24 | 3 | Enhanced Tea Leaf Disease Detection using Deep Learning. In 2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE) (pp. 1-7). IEEE. | Scopus | Conference Proceedings | None |
| 17 | Others | 2023-24 | 4 | Point of Care Noninvasive Screening Tool for Early Detection of Anemia using Smartphone. In 2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE) (pp. 1-5). IEEE. | Scopus | Conference Proceedings | None |
| 18 | Others | 2022-23 | 5 | Design and Comparison Of Deep Learning Architecture For Image-based Detection of Plant Diseases. In AI and IoT-based intelligent Health Care & Sanitation (pp. 222-239). Bentham Science Publishers | Scopus | Book Chapter | None |
| 19 | MITS | 2022-23 | 1 | A deep transfer learning-based convolution neural network model for COVID-19 detection using computed tomography scan images for medical applications. Advances in Engineering Software,175.2023 | SCIE | Article | Q1 |
| 20 | Others | 2022-23 | 3 | Image Watermarking Based Data Hiding by Discrete Wavelet Transform Quantization Model with Convolutional Generative Adversarial Architectures. Applied Sciences,13(2),pp.804.2023 | SCIE | Article | Q2 |
| 21 | Others | 2022-23 | 3 | Smart diagnostic system for early detection and prediction of polycystic ovary syndrome. In 2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-6). IEEE | Scopus | Conference Proceedings | None |
| 22 | Others | 2022-23 | 3 | Empirical analysis on crime prediction using machine learning. In 2023 International conference on computer communication and informatics (ICCCI) (pp. 1-5). IEEE. | Scopus | Conference Proceedings | None |
| 23 | Others | 2022-23 | 2 | A novel method for pneumothorax diagnosis and segmentation using deep convolution neural network. In 2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-8). IEEE. | Scopus | Conference Proceedings | None |
| 24 | Others | 2022-23 | 1 | Analysis of COVID-19 Epidemic Disease Dynamics Using Deep Learning. Lecture Notes on Data Engineering and Communications Technologies,140, pp. 323-334 | Scopus | Book Chapter | Q4 |
| 25 | Others | 2022-23 | 2 | An optimal more than one stage (MTOS) authentication model to ensure security in cloud computing. In Artificial Intelligence for Internet of Things (pp. 75-83). CRC Press | Scopus | Book Chapter | None |
| 26 | Others | 2022-23 | 2 | Product Recommendation System using Deep Learning based Recurrent Neural Network. In 2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-7). IEEE | Scopus | Conference Proceedings | None |
| 27 | Others | 2022-23 | 2 | Yolo based license plate detection of triple riders and violators. In 2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-6). IEEE. | Scopus | Conference Proceedings | None |
| 28 | Others | 2021-22 | 3 | An Efficient AlexNet Deep Learning Architecture for Automatic Diagnosis of Cardio-Vascular Diseases in Healthcare System. Wireless Personal Communications,126, pp.493–509, 2022 | SCIE | Article | Q2 |
| 29 | Others | 2021-22 | 3 | Biometric Authentication-Based Intrusion Detection Using Artificial Intelligence Internet of Things in Smart City.Energies,15(19), pp.7430,2022 | SCIE | Article | Q1 |
| 30 | Others | 2021-22 | 1 | Machine learning based adult obesity prediction. In 2022 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-5). IEEE. | Scopus | Conference Proceedings | None |
| 31 | Others | 2021-22 | 2 | Diagnosis of pneumonia using deep learning techniques. In 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) (pp. 1-5). IEEE. | Scopus | Conference Proceedings | None |
| 32 | Others | 2021-22 | 1 | Coronary artery disease prediction using machine learning techniques. In 2022 8th international conference on advanced computing and communication systems (ICACCS) (Vol. 1, pp. 1029-1034). IEEE | Scopus | Conference Proceedings | None |
| 33 | Others | 2020-21 | 3 | Low power device coordination in internet of things environment using analytic hierarchy process model", Concurrency and Computation: Practice and Experience, Vol.37, No.7, pp.e5022,2021. | SCIE | Article | Q2 |
| 34 | Others | 2020-21 | 1 | Deep Q-Learning-Based Neural Network with Privacy Preservation Method for Secure Data Transmission in Internet of Things (IoT) Healthcare Application.Electronics,11(1), pp.157.2022 | SCIE | Article | Q2 |
| 35 | Others | 2020-21 | 5 | Artificial intelligence applications in different imaging modalities for corneal topography. Survey of Ophthalmology,67(3), pp.801-816.2022 | SCIE | Article | Q1 |
| 36 | Others | 2020-21 | 1 | Prediction and Analysis of Heart disease using Data mining Algorithms. Proceedings of the 3rd International Conference on Inventive Research in Computing Applications Icirca 2021 pp. 651-658 | Scopus | Conference Proceedings | None |
| 37 | Others | 2020-21 | 2 | Investigation and comparison of different CNN architectures on tomato leaf disease prediction using deep learning. In AIP Conference Proceedings (Vol. 2387, No. 1, p. 080001). AIP Publishing LLC. | Scopus | Conference Proceedings | None |
| 38 | Others | 2020-21 | 2 | Machine learning approach for detection of keratoconus. In IOP conference series: materials science and engineering (Vol. 1055, No. 1, p. 012112). IOP Publishing | WoS | Conference Proceedings | None |
| 39 | Others | 2019-20 | 3 | Continuous authentication consoles in mobile ad hoc network (MANET). Cluster Computing, 22(4), pp.7777-7786. | SCIE | Article | Q1 |
| 40 | Others | 2019-20 | 3 | Performance enhancement of IPv6 low power wireless personal area networks (6LoWPAN) by Lamport’s algorithm. Cluster Computing, 22(4), pp.7745-7750 | SCIE | Article | Q1 |
| 41 | Others | 2019-20 | 1 | Collaborative recommendations using deep learning approaches. International Journal of Advanced Science and Technology29(3 Special Issue), pp. 955-961 | Scopus | Article | None |
| 42 | Others | 2018-19 | 1 | An efficient approach to determine number of clusters using Principal Component Analysis. In 2018 International Conference on Current Trends towards Converging Technologies (ICCTCT) (pp. 1-6). IEEE. | Scopus | Conference Proceedings | None |
| 43 | Others | 2016-17 | 1 | Text sentiment computation for online forums hotspot detection. International Journal of Information and Communication Technology,8(4),pp.328-343.June 2016. | Scopus | Article | Q4 |
| 44 | Others | 2015-16 | 1 | Forecasting Indian Stock Market Using Particle Swarm Optimization and Support Vector Machine. International Journal of Applied Engineering,10(1),pp.1891-1900 | Scopus | Article | None |
| 45 | Others | 2014-15 | 1 | Cuckoo optimized SVM for stock market prediction. In 2015 international conference on innovations in information, embedded and communication systems (ICIIECS) (pp. 1-5). IEEE. | Scopus | Conference Proceedings | None |
| 46 | Others | 2013-14 | 1 | Sentiment analysis and classification based on textual reviews. In 2013 international conference on Information communication and embedded systems (ICICES) (pp. 271-276). IEEE. | Scopus | Conference Proceedings | None |
| 47 | Others | 2012-13 | 1 | Online forums hotspot prediction based on sentiment analysis. Journal of Computer Science,8(8),pp.1219-1224. | Scopus | Article | Q4 |
| 48 | Others | 2012-13 | 1 | A semantic enhanced approach for online hotspot forums detection. In 2012 International Conference on Recent Trends in Information Technology (pp. 497-501). IEEE | Scopus | Conference Proceedings | None |
Research Projects & Events
| S.No | Affiliation | Academic Year | Funded Project /Event | Role | Title of the Project/Event | Amount in Rs. /- | Funding Agency |
|---|---|---|---|---|---|---|---|
| 1 | Others | 2024-25 | Project | Supervisor | AI-Powered Healthcare: A Centralized Platform for Real-Time Monitoring of Attendance and Services | 10,000 | TNSDC |
| 2 | Others | 2023-24 | Funded Project | P. I. | Development of AI-Enabled Deep Learning Models for Cyberbullying Detection in Online Social Media and its Impact on the Quality of Life among Students | 8,64,000 | ICSSR |
| 3 | Others | 2022-23 | Funded Project | Co-P. I. | Design and Development of AI powered Deep Learning Model for COVID-19 Identification, Diagnosis and prediction of Outbreak Management | 9,14,333 | AICTE |
| 4 | Others | 2022-23 | Seminar | Coordinator | Perspective of Probabilistic Model Construction and Bayesian Deep Learning | 75,000 | NBHM |
| 5 | Others | 2015-26 | Workshop | Co- Coordinator | Introduction to Design of Algorithms | 1,52,000 | IIT, Kharagpur |
| 6 | Others | 2008-09 | SDP | Coordinator | Case Tools – An Overview | 1,85,000 | AICTE |
| 7 | Others | 2006-07 | Carrier Oriented Programme | Coordinator | Medical Transcription | 7,00,000 | UGC |
| 8 | Others | 2003-04 | Student Project | Supervisor | Domicile Security Monitor | 5,000 | TNSCST |
Patents
| S.No | Affiliation | Academic Year | Application ID | Title of the Patent | Status |
|---|---|---|---|---|---|
| 1 | Others | 2021 | 202141012686 | Development of IoT Based House Hold Health Safety System | Published |
Consultancy
| S.No | Affiliation | Academic Year | Name of the Consulting Firm | Title of the Project | Amount in Rs. /- |
|---|---|---|---|---|---|
| 1 | Others | 2024-25 | The Coimbatore Auto Sports Club, Coimbatore | Rally results & Standings | 11,800 |
| 2 | Others | 2024-25 | Agri Machinery INC, Thiruchengode | Sales and Service | 11,800 |
| 3 | Others | 2024-25 | Abi Hollow Bricks, Erode | Billing System | 11,800 |
| 4 | Others | 2023-24 | Sri Vinayaga Spares, Erode | Website Development | 5,900 |
| 5 | Others | 2023-24 | Thirumakal Auto Mobiles,Kavindapadi, Erode | Website Development | 5,900 |
| 6 | Others | 2022-23 | Shri Ranga Jewellery, Elatheri | Website Development | 5,000 |
| 7 | Others | 2022-23 | Webbase Tech, Erode | Website Development | 5,000 |
| 8 | Others | 2020-21 | Star Yogi Digital Studios and Videos, Kaniyur | Website Development | 5,000 |
| 9 | Others | 2020-21 | Sri Thirumalaivasa Labour Body Builders, Sankagiri, Salem. | Truck Desk Web Application Development | 5,000 |
| 10 | Others | 2019-20 | Sree Ranga Jawli Stores, Ariyalur | Website Development | 5,000 |
Awards/Achievements
- Best Faculty Award, Kongu Engineering College, Perundurai, Erode (2023)
- Distinguished Women in Engineering Award, Venus International Foundation, Chennai (2018)
- Appreciation Award for producing excellent results in Anna University Examinations (Nov/Dec 2003), Kongu Engineering College, Perundurai, Erode (2004)
- Reviewer in peer reviewed journals
- Journal of Super Computers
- Computers in Biology and Medicine
- Peer J Computer Science
- Journal of Computer Science
- Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization