Dr. K. Nirmala Devi
Qualification : Ph.D. (Anna University)
Designation : Assoc. Professor
Details of Educational Qualification:
| Course | Specialization | Group | College Name/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 |
List of Publications
| S.No | Title of the Paper | Full Details of Journal Name / Conference Name, Volume number, page number, Date |
|---|---|---|
| 1 | "Sentiment Analysis for Online Forums Hotspot Detection" | ICTACT Journal on Soft Computing, Vol.2, No.2, Jan 2012. |
| 2 | "Text Sentiments for Forums Hotspot Detection" | International Journal of Information Sciences and Techniques (IJIST) Vol.2, No.2, pp.55-62, May 2012. |
| 3 | "Online forums hotspot prediction based on sentiment analysis" | Journal of Computer Science, Vol.8, No.8 pp.1219-1224 July 2012. [Scopus] |
| 4 | "Forecasting Indian Stock Market Using Particle Swarm Optimization and Support Vector Machine" | International Journal of Applied Engineering, Vol.10, No.1, pp.1891-1900, Jan 2015. [Scopus] |
| 5 | "Semantic Enhanced Social Media Sentiments for Stock Market Prediction" | World Academy of Science, Engineering and Technology, Vol.9, No.2, pp.684-688, Feb 2015. |
| 6 | "Online Forums Hotspot Detection and Analysis Using Aging Theory" | World Academy of Science, Engineering and Technology, Vol.9, No.4, pp.684-688, April 2015. |
| 7 | "Impact of Social Media Sentiments and Economic Indicators in Stock Market Prediction" | International Journal of Computer Science & Engineering Technology, Vol.6, No.04, pp.213-219, April 2015. |
| 8 | "Rough Set and Entropy Based Feature Selection for Online Forums Hotspot Detection" | International Journal of Computer Applications, Vol.117, No.10, May 2015. |
| 9 | "Text sentiment computation for online forums hotspot detection" | International Journal of Information and Communication Technology",Vol.8, No. 4, pp. 328-343, June 2016. [Scopus] |
| 10 | "Neuro Fuzzy Based Rainfall Forecasting" | Asian Journal of Research in Social Sciences and Humanities, Vol. 6, No 5. , pp.360-367 May 2016.[ICI] |
| 11 | "Certain Investigations on Stock Forecasting using Social Media" | Asian Journal of Research in Social Sciences and Humanities, Vol. 6, No. 5, pp.532-539 May 2016.[ICI] |
| 12 | "Sentiment Classification Using SVM and PSO" | Int J Adv Engg Tech/Vol. VII, Issue II, pp.411-413, April-June 2016. |
| 13 | "An Enhanced Cuckoo Search Approach for Outlier Detection with Imperfect Data Labels" | Int J Adv Engg Tech/Vol. VII, Issue II, pp.667-673, April-June 2016. |
| 14 | “Hotspot Detection and Analysis in Chat Environment” | Asian Journal of Research in Social Sciences and Humanities, Vol. 6, No 7, pp.1000-1007 July 2016.[ICI] |
| 15 | “Social Media Aided Sentiment Analysis in Forecasting” | Online Journal of Communication and Media Technologies, Vol. 7, No 1, pp.163-173 Jan 2017 [ICI] |
| 16 | "Social media aided sentiment analysis for forecasting " | Mass Communicator: International Journal of Communication Studies, Vol.11, No. 3,pp. 31-35, Nov 2017.[Scopus] |
| 17 | "Performance enhancement of IPv6 low power wireless personal area networks (6LoWPAN) by Lamport’s algorithm" | Cluster Computing, Nov 2017. [SCI] |
| 18 | "Continuous authentication consoles in mobile ad hoc network (MANET)" | Cluster Computing, Nov 2017. [SCI] |
| 19 | "Prediction & Severity Estimation of Diabetics using Datamining Techniques" | IJSRD - International Journal for Scientific Research & Development, Vol.6, No.1, pp. 833-836, 2018. |
| 20 | "Plant Leaf Disease Detection using Image Segmentation" | IJSRD - International Journal for Scientific Research & Development, Vol.6, No.1, pp. 451- 453, 2018. |
| 21 | "An Enhanced Method for Identifying Android Malware Detection" | International Journal of Recent Technology and Engineering, Nov 2019. |
| 22 | "Social Media Aided Sentiment Analysis for Stock Prediction", International Journal of Innovative Technology and Exploring Engineering, Dec 2019. | |
| 23 | "Face recognition for automated attendance system using lbph algorithm" | Journal of Critical Reviews, Vol.7, No.4, pp.942-949, 2020. |
| 24 | "Autism Spectrum Disorder Prediction" | International Journal of Psychosocial Rehabilitation", Vol.24, No.8, pp.7682-7688, 2020. |
| 25 | "Data Visualization Tools and Techniques for Big Data Analytics" | Test Engineering and management, Vol.83, pp.5999 -6006, 2020. |
| 26 | "Collaborative Recommendations using Deep Learning Approaches" | International Journal of Advanced Science and Technology, Vol.29, No.3s, pp.955-961, 2020.[Scopus] |
| 27 | "Analysis and Prediction of Diabetes using Machine Learning" | Test Engineering and management, Vol.83, pp.14533 - 14538, 2020. |
| 28 | "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. [SCI] |
| 29 | "Deep Q-Learning-Based Neural Network with Privacy Preservation Method for Secure Data Transmission in Internet of Things (IoT) Healthcare Application" | Electronics, Vol.11, No.1, pp.157,2022. [SCI] |
| 30 | "Artificial intelligence applications in different imaging modalities for corneal topography" | Survey of Ophthalmology, Vol.67, No.3, pp.801-816, 2022. [SCI] |
| 31 | "An Efficient AlexNet Deep Learning Architecture for Automatic Diagnosis of Cardio-Vascular Diseases in Healthcare System" | Wireless Personal Communications, Vol.126, pp.493–509, 2022. [SCI] |
| 32 | "Biometric Authentication-Based Intrusion Detection Using Artificial Intelligence Internet of Things in Smart City" | Energies, Vol.15, No.19, pp. 7430,2022. [SCI] |
| 33 | "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, Vol.175, 2023. [SCI] |
| 34 | "Image Watermarking Based Data Hiding by Discrete Wavelet Transform Quantization Model with Convolutional Generative Adversarial Architectures" | Applied Sciences, Vol.13, No.2, pp.804, 2023. [SCI] |
| 35 | "A Novel Intelligent Approach for Efficient Detection of Respiratory Infections Combining Face Mask Detection and Thermal Images on Embedded Devices" | SN Computer Science, Vol.4, No.6,pp.801,2023. [Scopus] |
| 36 | "Dynamic multipath routing for energy-efficient and reliable communication in 6G networks with MIMO" | Internet Technology Letters, e559, 2024. [Scopus] |
| 37 | "Efficient Heart Disease Classification Through Stacked Ensemble with Optimized Firefly Feature Selection" | International Journal of Computational Intelligence Systems, Vol.17, No.1,pp.1-14,2024. [SCI] |
| 38 | "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, Vol.56, No.7,pp.1272,2024. [SCI] |
| 39 | “Integrated Electrically Small Monopole and Slotted Array Antenna Design for Next-Generation Microwave and mm-wave Wireless Systems” | Physica Scripta, 2025.[SCI] . |
| 40 | "Big data and fuzzy logic for demand forecasting in supply chain management: A data-driven approach" | Journal of Fuzzy Extension and Applications, Vol.6, No.2, pp.260-283, 2025.[Scopus] |
| 41 | "A Semantic Enhanced Approach for Online Hotspot Forums Detection" | International Conference on Recent Trends in Information Technology, MIT, Chennai, April 2012. |
| 42 | "Sentiment analysis and classification based on textual reviews" | International Conference on Information Communication and Embedded Systems, S.A Engineering College, Chennai, March 2013. |
| 43 | "Diagnosis of Erythemato-Squamous Diseases Based on PSO-SVM Method" | ICECC’14 , Tagore Engineering College, Chennai, March 2014. |
| 44 | "Cuckoo Optimized SVM for Stock Market Prediction" | IEEE Sponsored 2nd International Conference on Innovations in Information, Embedded and Communication systems (ICIIECS), Karpagam University, Coimbatore, October 2014. |
| 45 | "Diagnosis of Erythemato-Squamous Diseases Based on PSO-SVM Method" | ICECC’14 , Tagore Engineering College, Chennai, March 2014. |
| 46 | "An Enhanced Method for Hybrid Dimension Reduction" | Springer Sponsored - ICBDCC 17 – Karunya University, Coimbatore. |
| 47 | "IoT Based Data Analytics of Arboviruses" | 8th International conference on Advanced Science and Engineering Research (ASER), 2018. |
| 48 | "An Enhanced Method for Identifying Android Malware Detection" | AICTE sponsored International Conference on Recent Trends and Challenges in Healthcare Informatics, Dec 2019. |
| 49 | "Heart Disease Prediction Using Feature Selection and Hybrid Algorithm" | AICTE sponsored International Conference on Recent Trends and Challenges in Healthcare Informatics, Dec 2019. |
| 50 | "Machine learning approach for detection of keratoconus" | IOP Conference Series: Materials Science and Engineering, Vol.1055, 2021. |
| 51 | "Investigation and comparison of different CNN architectures on tomato leaf disease prediction using deep learning" | AIP Conference Proceedings, Vol.2387, 2021. |
| 52 | "Machine Learning based Twitter Sentiment Analysis on COVID-19" | IEEE Sponsored 5th International Conference on Electronics, Communication and Aerospace Technology (ICECA),2021. |
| 53 | "Prediction and Analysis of Heart disease using Data mining Algorithms" | IEEE Sponsored 3rd International Conference on Inventive Research in Computing Applications, ICIRCA 2021, 2021. |
| 54 | "Analysis of COVID-19 Epidemic Disease Dynamics Using Deep Learning" | 7th International Conference on Harmony Search, Soft Computing and Applications,2022 |
| 55 | "Machine Learning Based Adult Obesity Prediction" | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2022. |
| 56 | "Diagnosis of Pneumonia Using Deep Learning Techniques" | IEEE Sponsored Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 2022. |
| 57 | "Coronary Artery Disease prediction using Machine Learning Techniques" | IEEE Sponsored 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2022. |
| 58 | "Smart Diagnostic System For Early Detection And Prediction Of Polycystic Ovary Syndrome" | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2023. |
| 59 | "Empirical Analysis on Crime Prediction using Machine Learning" | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2023. |
| 60 | "A Novel Method for Pneumothorax Diagnosis and Segmentation Using Deep Convolution Neural Network" | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2023. |
| 61 | "Product Recommendation System using Deep Learning based Recurrent Neural Network" | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2023. |
| 62 | "Yolo Based License Plate Detection Of Triple Riders And Violators" | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2023. |
| 63 | "Wireless Sensor Network for Soil Moisture Monitioring using IoT " | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2024. |
| 64 | " Social Media in Public Risk Perception during Covid‑19 Pandemic " | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2024. |
| 65 | "Prediction of Depressive Sign in Text Dataset using Deep Learning " | IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2024. |
| 66 | "Sentiment Analysis on Covid-19 data Using BERT Model" | 2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE), IEEE, 2024. |
| 67 | "An Intelligent System For Skin Cancer Detection Using Deep Learning Techniques" | 2024 International Conference on Advances in Data Engineering and Intelligent Computing Systems (ADICS), IEEE, 2024. |
| 68 | "Enhanced Method for News Headline Classification Using Deep Learning" | International Conference on Artificial Intelligence and Smart Energy, Springer Nature Switzerland, 2024. |
| 69 | "Sentimental Analysis on Twitter data using Deep Learning" | 2024 2nd International Conference on Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA), IEEE, 2024. |
| 70 | "An Enhanced Method for Recognition of Facial Expressions using Convolutional Neural Network" | 2024 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), IEEE, 2024. |
| 71 | "Enhanced Tea Leaf Disease Detection using Deep Learning" | 2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE),IEEE, 2024. |
| 72 | "Point of Care Noninvasive Screening Tool for Early Detection of Anemia using Smartphone" | 2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE),IEEE, 2024. |
| 73 | Cyberbullying Detection and Severity Classification Using Bi-LSTM | 2024 9th International Conference on Communication and Electronics Systems (ICCES), IEEE, 2024. |
| 74 | “Parkinson's Disease Detection Using Deep Learning” | First International Conference on Data, Computation and Communication (ICDCC), IEEE, 2024. |
| 75 | “AI-Driven Early Detection of Pneunomia Deficiency Based on Deep Learning Approaches” | 2nd International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES), IEEE, 2024. |
| 76 | “Cyberbullying Detection using Deep Learning Algorithms” | 2025 3rd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), IEEE ,2025. |
| 77 | “Unravelling Emotional Well-Being: Detecting Stress in Social Media Through Advanced Deep Learning Techniques” | International Conference on Emerging Smart Computing and Informatics (ESCI), IEEE ,2025. |
| 78 | "Peer-to-Peer Document Clustering with Global Optimization" | National Conference on Innovation in Information Technology Bannari Amman Institute of Technology, Sathyamangalam, Feb 2011. |
| 79 | "Document Clustering in Peer-to-Peer Networks" | National conference on Natural Language Processing Kumaraguru College of Technology, Coimbatore, March 2011. |
| 80 | “ Peer-to-Peer Document Clustering with Global Optimization” | National Conference on Information Technology, Vellammal Engineering College, Madurai, April 2011. |
| 81 | "Sentiment analysis and classification based on textual reviews" | NCIC’13 , PSG College of Technology, Coimbatore, April 2013. |
| 82 | "Progressive Duplicate Detection" | 2nd NCIRTCST – Kongu Engineering College |
Book & Book Chapters
- Makarand Upadhyaya, Naveen Nagendrappa Malvade , Arvind Kumar Shukla , Ranjan Walia and Nirmala Devi K, Title: Design and Comparison Of Deep Learning Architecture For Image-based Detection of Plant Diseases, Book Chapter in AI and IoT-based intelligent Health Care & Sanitation, Bentham Science Publishers Ltd 2023
- Subramanian, Murugan, Nelson Iruthayanathan, Annadurai Chinnamuthu, Nirmala Devi Kathamuthu, Manikandan Ramachandran, and Ambeshwar Kumar, Title: Plant Disease Detection Using Hybrid Deep Learning Architecture in Smart Agriculture Applications, Book Chapter in Artificial Intelligence and Smart Agriculture Applications, Auerbach Publications 2023
- Mohana, R. S., K. Kousalya, K. Nirmaladevi, S. Kadhambari, K. P. Abirami, and N. T. Javin, Title: A Review of Trends, Opportunities, Practices, and Security Challenges in Cloud Computing for Tele health, Book Chapter in Advancement, Opportunities, and Practices in Tele health Technology, IGI-Global 2022
- Krishnamoorthy, N., Nirmala Devi, K., Muthusamy, S., Mirjalili, S., Houssein, E.H. and Panchal, H., An optimal more than one stage (MTOS) authentication model to ensure security in cloud computing, Book Chapter in Artificial Intelligence for Internet of Things, CRC Press 2022
- Nirmala Devi, K., Shanthi, S., Hemanandhini, K., Haritha, S. and Aarthy, S., Title: Analysis of COVID-19 Epidemic Disease Dynamics Using Deep Learning, Book Chapter in Lecture Notes on Data Engineering and Communication Technologies Book Series, Springer 2022
- Madhavi Katamaneni Dr. Subhabrata Banerjee Dr. S. Meenakshi Dr. K. Nirmala Devi, Title: Genetic Algorithms and Machine Learning for Python Programmers 9789356253148, Book, SIPH BOOK Publications 2022