KEC Faculty Profile

Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran.,"Sentiment Analysis for Online Forums Hotspot Detection", ICTACT Journal on Soft Computing, Vol.2, No.2, Jan 2012.

Ms. K.Nirmala Devi., Dr. V.Murali Bhaskaran., "Text Sentiments for Forums Hotspot Detection", International Journal of Information Sciences and Techniques (IJIST) Vol.2, No.2, pp.55-62, May 2012.

Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran., "Online forums hotspot prediction based on sentiment analysis", Journal of Computer Science, Vol.8, No.8 pp.1219-1224 July 2012.

 Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran.,  "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.

Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran.,"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.

Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran.," 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.

Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran., "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.

Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran.,"Rough Set and Entropy Based Feature Selection for Online Forums Hotspot Detection", International Journal of Computer Applications, Vol.117, No.10, May 2015. 

Ms. K. Nirmala Devi., Dr. V. Murali Bhaskaran.,"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)

Dr. K. Nirmala Devi, "Neuro Fuzzy Based Rainfall Forecasting", Asian Journal of Research in Social Sciences and Humanities, Vol. 6, No 5. , pp.360-367 May 2016.

Dr. K. Nirmala Devi, Dr. P. Jayanthi, "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)

Dr. K. Nirmala Devi, Dr. P. Jayanthi, "Sentiment Classification Using SVM and PSO", Int J Adv Engg Tech/Vol. VII, Issue II, pp.411-413, April-June 2016.

Dr. P. Jayanthi, Dr. K. Nirmala Devi, Dr, K. Kousalya, "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.

Dr. K. Nirmala Devi, “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)

Dr. K. Nirmala Devi, “Social Media Aided Sentiment Analysis in Forecasting”, Online Journal of Communication and Media Technologies,  Vol. 7, No 1, pp.163-173 Jan 2017. (ICI)

Dr. K. Nirmala Devi,"Social media aided sentiment analysis for forecasting ", Mass Communicator: International Journal of Communication Studies, Vol.11, No. 3,pp. 31-35, Nov 2017. (ICI)

Dr.K.Nirmala Devi, M.Nandhini, A.Naveen, D.Kavin , "Prediction & Severity Estimation of Diabetics using Datamining Techniques", IJSRD - International Journal for Scientific Research & Development, Vol.6, No.1, pp. 833-836, 2018.

Dr.K.Nirmala Devi, T.Kumutha, S.Logesh Kumar, G.Pavithra, "Plant Leaf Disease Detection using Image Segmentation", IJSRD - International Journal for Scientific Research & Development, Vol.6, No.1, pp. 451-453, 2018.

P.Jayanthi, K.Nirmala Devi, N.Krishnamoorthy, "An Enhanced Method for Identifying Android Malware Detection", International Journal of Recent Technology and Engineering, Nov 2019.

 K. Nirmala Devi, N.Krishnamoorthy, K.S.Aparna, "Social Media Aided Sentiment Analysis for Stock Prediction", International Journal of Innovative Technology and Exploring Engineering, Dec 2019. 

Mr. D. Ramkumar,  Dr. C. Annadurai, Dr. K. Nirmala Devi, "Continuous authentication consoles in mobile ad hoc network (MANET)", Cluster Computing, Nov 2019. (SCIE) 

Mr. R. Rajesh, 2.Dr. C. Annadurai, .Dr. K. Nirmala Devi, "Performance enhancement of IPv6 low power wireless personal area networks (6LoWPAN) by Lamport’s algorithm", Cluster Computing, Nov 2019. (SCIE)

 S Shanthi, K Nirmaladevi, M Pyingkodi, P Selvapandiyan, "Face recognition for automated attendance system using lbph algorithm" , Journal of Critical Reviews Vol.7, No.4, pp.942-949, 2020.

S.Shanthi, K. Nirmaladevi, M.Pyingkodi,S.Nithyaprakash, V.Tamilanban, "Autism Spectrum Disorder Prediction", International Journal of Psychosocial Rehabilitation", Vol.24, No.8, pp.7682-7688, 2020.

S.Shanthi, K.Nirmaladevi, M.Pyingkodi, "Data Visualization Tools and Techniques for Big Data Analytics",Test Engineering and management, Vol.83, pp.5999 -6006, 2020.

K. Nirmaladevi, S.Shanthi, B.M.Kishorkumar  V.Jegadeesh, A.Joebastin, "Collaborative Recommendations using Deep Learning Approaches",International Journal of Advanced Science and Technology, Vol.29, No.3s, pp.955-961, 2020. (Scopus)

Dr. K. Nirmaladevi, Dr.S.Shanthi,P.Dhivyapriya  T.Agila, R.T.Dharani,"Analysis and Prediction of Diabetes using Machine Learning",Test Engineering and management, Vol.83, pp.14533 - 14538, 2020.

R.Rajesh, C.Annadurai, K.Nirmaladevi, "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)

Nirmala Devi Kathamuthu, Annadurai Chinnamuthu, Nelson Iruthayanathan, Manikandan Ramachandran, Amir H Gandomi, "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. (SCIE)

S.Shanthi, Lokeshwari Aruljyothi, Manohar Babu Balasundaram, Anuja Janakiraman, K.Nirmaladevi, M.Pyingkodi, "Artificial intelligence applications in different imaging modalities for corneal topography", Survey of Ophthalmology, Vol.67, No.3, pp.801-816, 2022. (SCIE)

I.Nelson, C.Annadurai, K.Nirmala Devi, "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. (SCIE)

C Annadurai, I Nelson, K Nirmala Devi, R Manikandan, NZ Jhanjhi, Mehedi Masud, Abdullah Sheikh, "Biometric Authentication-Based Intrusion Detection Using Artificial Intelligence Internet of Things in Smart City", Energies, Vol.15, No.19, pp. 7430,2022. (SCIE)

Nirmala Devi Kathamuthu, Shanthi Subramaniam, Quynh Hoang Le, Suresh Muthusamy, Hitesh Panchal, Suma Christal Mary Sundararajan, Ali Jawad Alrubaie, Musaddak Maher Abdul Zahra, "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. (SCIE)

C.Annadurai, I.Nelson, K.Nirmala Devi, R.Manikandan, Amir H Gandomi, "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. (SCIE)

C Annadurai, I Nelson, K Nirmala Devi, "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)

Ms. K. Nirmala Devi., Ms. T.Preethi., Dr.V.Murali Bhaskaran., "A Semantic Enhanced Approach for Online Hotspot Forums Detection", International Conference on Recent Trends in Information Technology, MIT, Chennai, April 2012. (Scopus)

Ms.K.Nirmala Devi., K.Mouthami., "Sentiment analysis and classification based on textual reviews", International Conference on Information Communication and Embedded Systems, S.A Engineering College, Chennai, March 2013. (Scopus)

Ms. K.Nirmala Devi., Dr.V.Murali Bhaskaran., Ms.K.Mouthami., "Diagnosis of Erythemato-Squamous Diseases Based on PSO-SVM  Method", ICECC’14 , Tagore Engineering College, Chennai, March 2014. 

Ms.K.Nirmala Devi., Dr.V.Murali Bhaskaran., Mr.G.Premkumar, "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. (Scopus)

Ms. K.Nirmala Devi., Dr.V.Murali Bhaskaran., Ms. G. Arnica., "Diagnosis of Erythemato-Squamous Diseases Based on PSO-SVM  Method", ICECC’14 , Tagore Engineering College, Chennai, March 2014.

Dr.K.Nirmala Devi., Ms. L.Kalaivani., "An Enhanced Method for Hybrid Dimension Reduction", Springer Sponsored - ICBDCC 17 – Karunya University, Coimbatore.

IoT Based Data Analytics of Arboviruses, 8th International conference on Advanced Science and Engineering Research (ASER), 2018. 

Dr. P.Jayanthi, Dr. K. Nirmala Devi, Dr. N.Krishnamoorthy, "An Enhanced Method for Identifying Android Malware Detection", AICTE sponsored International Conference on Recent Trends and Challenges in Healthcare Informatics, Dec 2019.

Dr. P.Jayanthi, Dr. K. Nirmala Devi, Dr. N.Krishnamoorthy, "Heart Disease Prediction Using Feature Selection and Hybrid Algorithm", AICTE sponsored International Conference on Recent Trends and Challenges in Healthcare Informatics, Dec 2019.

S.Shanthi, K.Nirmaladevi, M.Pyingkodi, K.Dharanesh, T.Gowthaman, B. Harsavardan,"Machine learning approach for detection of keratoconus",IOP Conference Series: Materials Science and Engineering, Vol.1055, 2021. (WoS)

N.Krishnamoorthy, K.Nirmaladevi, S.Shanth, N.Karthikeyan,"Investigation and comparison of different CNN architectures on tomato leaf disease prediction using deep learning",AIP Conference Proceedings, Vol.2387, 2021. (Scopus)

K.Nirmala Devi, S.Shanthi, K.Hemanandhini, S.Haritha, S.Aarthy,"Machine Learning based Twitter Sentiment Analysis on COVID-19",IEEE Sponsored 5th International Conference on Electronics, Communication and Aerospace Technology (ICECA),2021. (Scopus)

K. Nirmala Devi, S. Shanthi, S. Suruthi, "Prediction and Analysis of Heart disease using Data mining Algorithms", IEEE Sponsored 3rd International Conference on Inventive Research in Computing Applications, ICIRCA 2021, 2021. (Scopus)

K.Nirmala Devi, S.Shanthi, K.Hemanandhini, S.Haritha, S.Aarthy"Analysis of COVID-19 Epidemic Disease Dynamics Using Deep Learning",7th International Conference on Harmony Search, Soft Computing and Applications,2022. (Scopus)

K Nirmala Devi, N Krishnamoorthy, P Jayanthi, S Karthi, T Karthik, K Kiranbharath, "Machine Learning Based Adult Obesity Prediction", IEEE Sponsored International Conference on Computer Communication and Informatics (ICCCI), 2022. (Scopus)

N.Krishnamoorthy, K.Nirmaladevi, T.Kumaravel, K.S Sanjay Nithish, S.Sarathkumar, M.Sarveshwaran, "Diagnosis of Pneumonia Using Deep Learning Techniques", IEEE Sponsored Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 2022. (Scopus)

K.Nirmala Devi, S.Suruthi, S.Shanthi,"Coronary Artery Disease prediction using Machine Learning Techniques", IEEE Sponsored 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2022. (Scopus)

K.P.Harish; M.N.Dhivyanchali; K.Nirmala Devi; N.Krishnamoorthy; R.Dhana Sree; R.Dharanidharan, "Smart Diagnostic System For Early Detection And Prediction Of Polycystic Ovary Syndrome", IEEE Sponsored 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2023.  (Scopus)

R.Sathish Kumar, N.P.Saravanan, K.Nirmala Devi, P.Jayanthi, N.Krishnamoorthy, S.Karthi,"Empirical Analysis on Crime Prediction using Machine Learning", IEEE Sponsored 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2023.  (Scopus)

S.Shanthi, K.Nirmaladevi, N.Mathiarasi, As Krithika Tharani, A.Monisha, R.Kuppuchamy, N.Krishnamoorthy,"A Novel Method for Pneumothorax Diagnosis and Segmentation Using Deep Convolution Neural Network", IEEE Sponsored 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2023.  (Scopus)

S.Shanthi, K.Nirmaladevi, N.Mathiarasi, As Krithika Tharani, A.Monisha, R.Kuppuchamy, N.Krishnamoorthy,"Product Recommendation System using Deep Learning based Recurrent Neural Network", IEEE Sponsored 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2023.  (Scopus)

R.G.Nandhakumar, K.Nirmala Devi; N.Krishnamoorthy, S.Shanthi; V.R.Pranesh, S.Nikhalyaa,"Yolo Based License Plate Detection Of Triple Riders And Violators", IEEE Sponsored 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2023.  (Scopus)

Ms. K.Nirmala Devi., Ms.S.Saraswathi., "Peer-to-Peer Document Clustering with Global Optimization", National Conference on Innovation in Information Technology Bannari Amman Institute of Technology, Sathyamangalam, Feb 2011.

Ms. K.Nirmala Devi., Ms.S.Saraswathi., "Document Clustering in Peer-to-Peer Networks",National conference on Natural Language Processing Kumaraguru College of Technology, Coimbatore, March 2011.

Ms. K.Nirmala Devi., Ms.S.Saraswathi., “ Peer-to-Peer Document Clustering with Global Optimization” , National Conference on Information Technology, Vellammal Engineering College, Madurai, April 2011.

Ms. K. Nirmala Devi., Ms.K. Mouthami, "Sentiment analysis and classification based on textual reviews", NCIC’13 , PSG College of Technology, Coimbatore, April 2013.

Dr.K.Nirmala Devi, "Progressive Duplicate Detection",    2nd NCIRTCST – Kongu Engineering College