Name : Dr.N.SHANTHI
Department : Computer Science and Engineering
Qualification : B.E., M.E. ,Ph.D.
Area of Specialization : Digital Image Processing, Network Security, Blockchain
Date of Joining KEC : 03-07-2017
Experience in (Years) : 29 years 6 months
Number of Papers Published : 94
Number of Papers Presented : NC : 19, IC : 55
IRINS Profile : https://kongu.irins.org/profile/233769
Google scholar : https://scholar.google.com/citations?user=rbCpLuwAAAAJ&hl=en&oi=ao
Scopus Profile : https://www.scopus.com/authid/detail.uri?authorId=26030666700
Number of Books Published : 2
Number of Funded Programmes Organized : 12
Contact Details Email : shanthi.cse@kongu.ac.in, shanthi.cse@kongu.edu
Mobile : 9842013355
Office : 04294-226262
Papers Published in Journals (International)
[1] N.Shanthi, Dr.K.Duraiswamy, “Performance Comparison of Different Image Sizes for Recognizing Unconstrained Handwritten Tamil Characters using SVM”, Journal of Computer Science, Vol.3 (9), pp. 760 – 764, 2007.
[2] N.Shanthi, Dr.K.Duraiswamy, “Enhancing the Performance of Handwritten Tamil Character Recognition System by Slant Removal and Introducing Special Features”, International Journal of soft Computing, Vol.3 (2), pp.139 – 143, 2008.
[3] S.Thilagamani, N.Shanthi, “Literature survey on enhancing cluster quality”, International journal on computer science and Engineering”, Vol.02, No.06, pp.1999-2002, 2010.
[4] N.Shanthi, Dr.K.Duraiswamy, “A Novel SVM based Handwritten Tamil Character Recognition System”, Pattern Analysis and Applications, Springer London, DOI: 10.1007/s10044-009-0147-0, Vol.13, Issue 2, pp.173-180, 2010.
[5] S.Thilagamani, N.Shanthi, “A Survey on Image Segmentation Through Clustering”, International Journal of Research and Reviews in Information Sciences Vol. 1, No. 1, March 2011.
[6] S.Thilagamani, N.Shanthi, “A Novel Recursive Clustering Algorithm for Image Oversegmentation”, European Journal of Scientific Research, ISSN 1450-216X Vol.52 No.3 (2011), pp.430-436, 2011.
[7] S.Thilagamani, N.Shanthi, “Object recognition based on image segmentation and clustering”, Journal of Computer Science, 7 (11): 1741-1748, 2011.
[8] D.Thiyagarajan, N. Shanthi, S. Navaneethakrishnan, “A Web Search Engine-Based Approach to Measure Semantic Similarity between Words”, International Journal of Advanced Engineering Research and Studies, Vol. I/ Issue II/January-March, 2012/190-193.
[9] D.Thiyagarajan, N. Shanthi, M.Sathish kumar, “Graphic Based Recommendation of Data For Mining the Social Networking Sites”, Vol. I/ Issue II/January-March, 2012/198-201.
[10] P.G.Kathiravan, C.Rajan, Dr.N.Shanthi, “Enhancement of Hierarchical Key Management Scheme of Secure Multicast Transmission for Overlay Networks”, International journal of Computer Network and Security, Vol 4. No 1. Jan-Mar 2012, ISSN: 0975-8283, pp:74-82.
[11] C.Rajan, N.Shanthi, R.Mohan, “Simulation-based performance evaluation of stability in different mobility model using routing protocols in MANET”, Int. Journal of computer Information systems, Vol.5, No.5, 2012.
[12] C.Rajan, N.Shanthi, “A Stable Mobility Model Evaluation Strategy for MANET Routing Protocols”, International Journal of Advanced Research in Computer Science and Software Engineering (IJCIS) Volume 2, Issue 12, December 2012 ISSN: 2277 128X.
[13] B.Gopinath, N.Shanthi, “Automated Segmentation of Cancer Cells in Microscopic Images of ELA Cancer Cells to evaluate the Cytotoxic Effect of selected Medicinal Plants”, Journal of Medical and Biological Engineering, Volume 32, Issue 4: pp. 279-286, 2012.
[14] C.Rajan, N.Shanthi, “Swarm optimized multicasting for wireless network”, Life sciences journal, 10(4s), 2013.
[15] C.Rajan, N.Shanthi, “Misbehaving attack mitigation technique for multicast security in mobile adhoc networks (MANET)”, Journal of theoretical and applied information technology, ISSN:1992-8645, pp.1349-1357, 2013.
[16] S.Thilagamani, N.Shanthi, “Innovative Methodology for Segmenting the Object from a Static Frame”, International Journal of Engineering and Innovative Technology (IJEIT) Volume 48, Issue 3 February 2013, pp:52-56.
[17] S Sarumathi, N Shanthi and G.Santhiya, “A Survey of Cluster Ensemble”, International Journal of Computer Applications (0975 – 8887) Volume 65– No.9, March 2001, pp:8-11.
[18] R.Umamaheswari, N.Shanthi, “Semantic Web Search Using Ontology Based Classification Algorithms: A Survey”, International Journal of Advanced Research in Data Mining and Cloud Computing, Vol.1, Issue 1, July 2013, pp:27-34, ISSN 2321-8754.
[19] T.Suresh Kumar, R.Vidhula, Dr.N.Shanthi, “A Survey on Tools For Web Data Extraction”, International Journal of Societal Applications of Computer Science, Volume 2 Issue 3 March 2013, pp:331-334.
[20] B.Gopinath, N.Shanthi, “Support Vector Machine based Diagnostic System for Thyroid Cancer using Statistical Texture features”, Asian Pacific Journal of Cancer Prevention 14 (1), 97-102, 2013.
[21] B.Gopinath, N.Shanthi, "Computer-aided diagnosis system for classifying benign and malignant thyroid nodules in multi-stained FNAB cytological Images", Australasian Physical & Engineering Sciences in Medicine (DOI: 10.1007/s13246-013-0199-8), 2013, pp:219-230.
[22] K.Geetha, Dr.P.Thangaraj, C.Rajan, Dr.N.Shanthi, “Performance Evaluation of ABR Routing in Malicious Network”, International Journal Of Computer Science Engineering, Vol.2 No.6, Nov 2013, pp:279-285.
[23] R.Jothilakshmi, Dr.N.Shanthi, “A survey on semantic query expansion”, Journal of Theoretical and Applied Information Technology, Vol. 57 No.1,10th November 2013, pp:128-138.
[24] S Sarumathi, N Shanthi and M Sharmila. “A Comparative Analysis of Different Categorical Data Clustering Ensemble Methods in Data Mining”, International Journal of Computer Applications 81(4):46-55, November 2013.
[25] S Sarumathi, N Shanthi and M Sharmila, “Analysis of Diverse Clustering Tools in Data Mining”, World Academy of Science, Engineering and Technology, International Journal of Computer, Information Science and Engineering, Vol:7 No:12, 2013, pp:985-989.
[26] Umamaheswari R, Shanthi N, Rameshkumar R & Deepa B, “Ontology concepts and classification algorithms in semantic web search using advanced technologies’, International Journal of Advanced Research in Computer Science and Applications , vol. 1, no. 5, November 2013, ISSN: 2321-872X - Online 2321-8932- Print, 2013
[27] S Sarumathi, N Shanthi and M Sharmila, “A Review: Comparative Analysis of Different Categorical Data Clustering Ensemble Methods” International Journal of Computer, Information Science and Engineering, Vol:7 No:12, 2013.
[28] C.Rajan, C.Dharanya, Dr.N.Shanthi, “A probabilistic rebroadcast for reducing routing overhead in a real time MANET environment”, Journal of Global Research in Computer Science, Volume 5, No. 1, January 2014 pp:3-5.
[29] T.Suresh Kumar, Sivaranjani.S, Dr.N.Shanthi, “A survey of tools for extracting and aligning the data in web”, International Journal of Computer Science & Engineering Technology, Vol. 5 No. 03 Mar 2014, pp:262-265.
[30] S.Reka and Dr.N.Shanthi, “Relation Based Mining model for Enhancing Web Document Clustering”, International Journal of Engineering and Technology, Vol 6 No 2 Apr-May 2014, pp:825-832.
[31] B.Gopinath, N.Shanthi, "Development of an Automated Medical Diagnosis System for Classifying Thyroid Tumor Cells using Multiple Classifier Fusion”, Technology in Cancer Research & Treatment 2014 April.
[32] S.Thilagamani, N.Shanthi, “Gaussian and Gabor Filter Approach for Object Segmentation”, Journal of Computing and Information Science in Engineering, doi:10.1115/1.4026458, Volume 14 June 2014, 021006-1-7.
[33] E.Padma , Dr.N.Shanthi, “Enhancing the Performance of Wireless Ad hoc Network with AOLB Geographic Routing Technique”, International Journal of Innovations in Engineering and Technology, Vol. 4 Issue 1 June 2014.
[34] P.Sarala, Dr.N.Shanthi, “Efficient Resource Mapping by means of Storage Tiering using RAID in Cloud”, International Journal of Innovations in Engineering and Technology (IJIET), Vol. 4 Issue 1 pp.149-158, June 2014.
[35] R.Gokulavanan, Dr N.Shanthi, “Cloud User Voice Authentication enabled with Single Sign-On framework using OpenID”, International Journal of Innovations in Engineering and Technology (IJIET), Vol. 4 Issue 1 pp.56-64, June 2014.
[36] C. Rajan, N. Shanthi, C. Rasi Priya, K. Geetha, “Investigation on Novel Based Metaheuristic Algorithms for Combinatorial Optimization Problems in Ad Hoc Networks”, International Journal of Computer, Information, Systems and Control Engineering Vol:8 No:6, 2014, pp:970-975.
[37] T. Suresh Kumar, M. Arthanari, N. Shanthi, “A Comparative Analysis of Different Web Content Mining Tools”, International Journal of Computer, Information, Systems and Control Engineering Vol:8 No:9, 2014, pp:1534-1538.
[38] S. Vidhya, S. Sarumathi, N. Shanthi, “Comparative Analysis of Diverse Collection of Big Data Analytics Tools”, International Journal of Computer, Information, Systems and Control Engineering Vol:8 No:9, 2014, pp:1496-1502.
[39] R. Babisaraswathi, N. Shanthi, S. S. Kiruthika, “Categorizing Search Result Records Using Word Sense Disambiguation”, International Journal of Mathematical, Computational, Physical and Quantum Engineering Vol:8 No:5, 2014, pp:871-875.
[40] S. Sarumathi, N. Shanthi, S. Vidhya, M. Sharmila, “A Comprehensive Review on Different Mixed Data Clustering Ensemble Methods”, International Journal of Mathematical, Computational, Physical and Quantum Engineering Vol:8 No:8, 2014, pp:1117-1127.
[41] S. Sarumathi, N. Shanthi, S. Vidhya, M. Sharmila, “A Review: Comparative Study of Diverse Collection of Data Mining Tools”, International Journal of Computer, Information, Systems and Control Engineering Vol:8 No:6, 2014, pp:952-957.
[42] R.Arthi, E.Padma, Dr.N.Shanthi, “A Comparative Study Of Routing Protocols In Ad Hoc Networks”, Volume 3, No.3, July – September 2014, pp:52-58.
[43] Ms.Kalpana.R, Dr.Shanthi.N, Dr.Arumugam.S, “A Survey on Data Mining Techniques in Agriculture”, International Journal of Advances in Computer Science and Technology, Volume 3, No.8, August 2014, 426- 434, August 2014.
[44] P.Nithya, R.Umamaheswari, Dr. N.Shanthi, “An Enhanced Similarity Computation for Document Clustering Approaches”, International Journal of Science and Engineering Research (IJ0SER), Vol 2 Issue 10 October -2014.
[45] Ms.V.Karunya, Mrs.P.Sarala, Dr.N.Shanthi, “A survey on multimodal biometric authentication system in cloud computing”, Inter. J. Int. Adv. & Res. In Engg. Comp., Vol.–02 (04) 2014 [115-122].
[46] Mr.B.Uvaraja, Dr.N.Shanthi, “A study on job scheduling in cloud environment”, Inter. J. Int. Adv. & Res. In Engg. Comp., Vol.–02 (04) 2014 [107-114].
[47] Gowsic, K., Dr Shanthi, N., Preetha, B., “Hybrid-XLP: An Efficient Hybrid Cross-Layer Communication Protocol for Ultra Wide Band Wireless Multimedia Sensor Networks”, Australian Journal of Basic and Applied Sciences, 8(18) December 2014, Pages: 503-511.
[48] M. Reka and Dr. N. Shanthi, “A Sem-link Classifier for Web Document Clustering”, International Journal of Applied Engineering Research, ISSN 0973-4562 Volume 9, Number 23 (2014) pp. 22997-23012
[49] T.Sureshkumar and N.Shanthi, “LVC-D: A Technique to Extract Web Page Data Using Layout, Visual and Content-Based Features”, International Journal of Applied Engineering Research, ISSN 0973-4562 Volume 10, Number 2 (2015) pp. 2465-2481.
[50] R.Arthi, E.Padma, Dr.N.Shanthi, “A heuristic approach for secured routing in MANET”, International Journal of Future Innovative Science and Technology (IJFIST), May 2015.
[51] Mrs.S.Sarumathi, Dr.N.Shanthi, Ms.M.Sharmila, “Linked Spectral Graph based Cluster Ensemble Approach using Weighted Spectral Quality Algorithm for Medical Data Clustering”, WSEAS TRANSACTIONS on COMPUTERS, E-ISSN: 2224-2872, Volume 14, 2015.
[52] B.Uvaraja, Dr.N.Shanthi, “Dynamic allocation method for efficient load balancing in virtual machines for cloud computing environment”, International Journal of Intellectual Advancements and Research in Engineering Computations, ISSN: 2348-2079, MAR-2015.
[53] R.Arthi, E.Padma, Dr.N.Shanthi, “Security Enhancement For Efficient Routing In MANET”, International Journal of Intellectual Advancements and Research in Engineering Computations, ISSN: 2348-2079, MAR-2015.
[54] S. Sarumathi, N. Shanthi, S. Vidhya, “Satellite Rainfall Prediction Techniques - A State of the Art Review”, International Journal of Environmental, Ecological, Geological and Geophysical Engineering Vol:9, No:2, 2015.
[55] S. Sarumathi, N. Shanthi, S. Vidhya, P. Ranjetha, “STATISTICA Software: A State of the Art Review”, International Journal of Computer, Control, Quantum and Information Engineering Vol:9, No:2, 2015.
[56] C Rajan, N Shanthi, “Genetic based optimization for multicast routing algorithm for MANET”, Sadhana, 2341-2352 Vol.40, No.8, 2015.
[57] N Aravindhraj, N Shanthi, “A survey on multimodal biometrics authentication and template protection”, International Journal of Intellectual Advancements and Research in Engineering Computations, 2015.
[58] S Sarumathi, N Shanthi, “Comprehensive Analysis of Data Mining Tools”, WASET International Journal of Computer, Electrical, Automation, Control and Information Engineering, 1302-1312, Vol.9, No.3, 2015.
[59] Saranya. R, Padma. E , Shanthi. N, “Survey on QOS routing in mobile ad hoc networks”, International Journal of Intellectual Advancements and Research in Engineering Computations, ISSN: 2348 – 2079 June – 2015.
[60] R. Umamaheswari and N. Shanthi, “An Efficient Hybrid Information Retrieval Approach for Unstructured Document Classification”, International Journal of Applied Engineering Research, Volume 10, Number 24 (2015) pp 44504 – 44508.
[61] S. Sarumathi, N. Shanthi, P. Ranjetha, “Analysis of diverse cluster ensemble techniques”, WASET International Journal of Computer, Electrical, Automation, Control and Information Engineering, Volume 9 Issue 11 Pages 2182-2192, 2015.
[62] K.Gowsic, A. Sivanantham, Dr.N.Shanthi, B.Preetha, “A novel approach for energy efficient Reliable routing using TABU in Wireless ad hoc networks”, International Journal of Emerging Technology in Computer Science & Electronics, Volume 20 Issue 1 February 2016.
[63] N Aravindhraj, N Shanthi, “Multimodal Biometric Authentication System Using Feature Level Fusion”, International Journal of Science and Engineering Research, Vol 4 Issue 4 April – 2016 3221 5687, (P) 3221 568X.
[64] Saranya. R, Padma. E , Shanthi. N, “Geographic routing based adaptive location update for mobile ad hoc networks”, International Journal of Emerging Technology in Computer Science & Electronics, ISSN: 0976 – 1353 Volume 21 Issue 2 – APRIL 2016.
[65] Sarumathi Sengottaian, Shanthi Natesan, Ranjetha Palanisamy, “Comprehensive Analysis of Big Data and its Tools”, Journal of Information Technology and Sciences, Vol.2 No.1, 2016.
[66] Pavithra, Dr.N. Shanthi, “A Survey on Detection of Diabetic Retinopathy and Glaucoma from Fundus Images”, International Journal of Science and Research (IJSR), Vol.5, Issue 7, July 2016.
[67] Reka M,Dr.N Shanthi, “An Efficient Multi – Dimensional Level based Semantic Relational Depthness Clustering for Enhancing Web Document Clustering”, Asian Journal of Research in Social Sciences and Humanities, Vol. 6, Special Issue Sept 2016, pp. 343-356.
[68]Umamaheswari R, Shanthi N & Thenmozhi M, ‘A novel Approach to improve Efficient Information Retrieval based on Natural Language Processing’, International Journal of Latest trends in Engineering and Technology, vol. 7, no. 3, June 2016, ISSN- 2278- 621X, 2016.
[69] S. Sarumathi, Dr. N. Shanthi, “A Neural Network based Cluster Ensemble Approach for Biological Data Clustering”, Asian Journal of Research in Social Sciences and Humanities, Vol. 6, No. 8, August 2016, pp. 745-763.
[70] Sarumathi S, Shanthi N, Sharmila M, “Weighted Delta Factor Cluster Ensemble Algorithm for Categorical Data Clustering in Data Mining”, The International Arab Journal of Information Technology.
[71] Sundarapandiyan S., Shanthi N. and Mohamed Yoonus M., “Syllable Based Tamil Language Continuous Robust Speech Recognition Using MGDFGWCC with DNN-HMM”, I J C T A, 9(7), 2016, pp. 3391-3400.
[72] Sundarapandiyan S., Shanthi N. and Mohamed Yoonus M., “Performance Analysis of Syllable Based Tamil Language Robust Speech Recognition System Using Modified Group Delay Function, Gammatone Cepstral Coefficients, Hidden Markov Model and Deep Neural Network”, I J C T A, 9(7), 2016, pp. 3407-3419.
[73] R. Umamaheswari Dr. N. Shanthi, “A Novel Method for Classification of Unstructured Documents by using Wordnet based Semantic Similarity”, Vol. 6, No. 12, December 2016, pp. 307-312.
[74] K. Gowsic, Dr. N. Shanthi, B. Preetha, “Firefly resources optimization technique for data delivery in wireless multimedia sensor networks”, Asian Journal of Research in Social Sciences and Humanities, Vol. 7, No. 1, January 2017, pp. 1011-1029.
[75] R. Jothilakshmi, N. Shanthi, “Combining Multiple Term Selection Methods for Automatic Query Expansion in Pseudo Relevance Feedback using Rank Score Method”, Vol. 7, No. 1, January 2017, pp.910 – 922.
[76] Sarumathi S, Shanthi N, Sharmila M, “Weighted Delta Factor Cluster Ensemble Algorithm for Categorical Data Clustering in Data Mining”, The International Arab Journal of Information Technology, 2017
[77] Sureshkumar, T., and N. Shanthi. "Multi Level Web Data Extraction Based Topical Visual Structure Clustering for Efficient Web Search." Journal of Computational and Theoretical Nanoscience, 4216-4221, 2017.
[78] J. Gowthami and N.Shanthi, “Secure Fuzzy Extractor based remote user validation scheme for Wearable devices”, International Journal of Engineering Research & Technology (IJERT), 2018.
[79] Thiyagarajan, D., and N. Shanthi. "A modified multi objective heuristic for effective feature selection in text classification." Cluster Computing 22 (2019): 10625-10635.
[80] Shanthi, N., R. Suvitha, and R. C. Suganthe. "Blockchain based e-voting approach IN P2P network." Journal of critical reviews 7.9 (2020): 337-342.
[81] Roopa, C., R. C. Suganthe, and N. Shanthi. "Blockchain based certificate verification using ethereum and smart contract." Journal of Critical Reviews 7.9 (2020): 330-336.
[82] Gowthami, J., R. K. Jeyauthmigha, and N. Shanthi. "On swarm intelligence and its integration with Internet of Things: Challenges and applications." Advanced Deep Learning Applications in Big Data Analytics (2021): 156-181.
[83] N.Shanthi, J.J.Ashwin Kumar, “Text extraction from image and Text translation”, Test Engineering and Management, Vol. 83, pp.12416-12421, May 2020.
[84] N.Shanthi, D.Aswath, C.R.Cibhichakaravarthi, L.Arockiya Stephen, “Segregation of Seeds based on Quality Using Image Processing”, Test Engineering and Management, Vol. 83, pp.12533-12538, May 2020.
[85] Muthuraja, M., and N. Shanthi. "A Survey on Classification of Diabetic Foot Ulcer Using Machine Learning Algorithms." Annals of the Romanian Society for Cell Biology (2021): 1881-1894.
[86] Manivannan, Sakthi Priya, Divya Laxmi Gunasekaran, Gowthami Jaganathan, Shanthi Natesan, Sabari Muthu Muthusamy, Sung Chul Kim, Balaji Kumar, Ganesh Kumar Poongavanam, and Sakthivadivel Duraisamy. "Energy and environmental analysis of a solar evacuated tube heat pipe integrated thermoelectric generator using IoT." Environmental Science and Pollution Research 29, no. 38 (2022): 57835-57850.
[87] Sharmila, C., and N. Shanthi. "An Effective Approach Based on Deep Residual Google Net Convolutional Neural Network Classifier for the Detection of Glaucoma." Journal of Medical Imaging and Health Informatics 11.10 (2021): 2646-2652.
[88] Lalitha, S., N. Shanthi, and S. Gopinath. "A Detection of Amblyopia Medical Condition in Biomedical Datasets Using Image Segmentation and Detection Processing." Journal of Medical Imaging and Health Informatics 11.11 (2021): 2814-2821.
[89] Suganthe, R. C., Pavithra, K., Shanthi, N., & Latha, R. S. (2021). A Cnn Model Based Approach For Offline HandwrittenTamil Text Recognition System. NVEO-NATURAL VOLATILES & ESSENTIAL OILS Journal| NVEO, 164-175.
[90] Shanthi, N., et al. "Analysis on the Bus Arrival Time Prediction Model for Human-Centric Services Using Data Mining Techniques." Computational Intelligence and Neuroscience (2022).
[91] Shanthi, N., Albert Alexander Stonier, Anli Sherine, T. Devaraju, S. Abinash, R. Ajay, V. Arul Prasath, and Vivekananda Ganji. "An integrated approach for mental health assessment using emotion analysis and scales." Healthcare Technology Letters (2022).
[92] Subramanian, J.A., Asirvadam, V.S., Zulkifli, S.A.B., Sawaran Singh, N.S., Shanthi, N. and Lagisetty, R.K., 2023. Target Localization for Autonomous Landing Site Detection: A Review and Preliminary Result with Static Image Photogrammetry. Drones, 7(8), p.509.
[93] Shabariram, C. P., N. Shanthi, and P. Priya Ponnuswamy. "Computational offloading in vehicular edge computing using multiple agent-based deterministic policy gradient algorithm and generative adversarial networks." International Journal of Ad Hoc and Ubiquitous Computing 44.4 (2023): 209-220.
[94] Subramanian, J. A., Asirvadam, V. S., Zulkifli, S. A. B., Singh, N. S. S., Shanthi, N., Lagisetty, R. K., & Kadir, K. A. (2024). Integrating Computer Vision and Photogrammetry for Autonomous Aerial Vehicle Landing in Static Environment. IEEE Access.
Papers Presented in National Conferences
[1] N.Shanthi, Dr.K.Duraiswamy, “Watermarking based copyright protection of multispectral images”, National conference on Network Engineering, pp.138-143, 2003
[2] N.Shanthi, Dr.K.Duraiswamy, “Statistical Based Approach for Recognizing Tamil Handwritten Characters”, National Conference on High performance & computing, pp.45 – 52, 2005.
[3] N.Shanthi, “Effective Teaching and E-Learning in Engineering courses”, 13th ISTE Annual convention on Emerging Trends in Engineering Education – Indian Perspective, October 2010.
[4] N.Shanthi, D.Thiyagarajan, “A web search engine based approach to measure semantic similarity between words”, National conference on computing and communication technologies, March 2012.
[5] C.Rajan, N.Shanthi, “Secure Multicast Transmission Scheme for Overlay Networks”, National conference on RTIT at SSM College of engineering, 2012.
[6] D.Sujith, N.Shanthi, “Assembly Line Balancing Using Genetic Algorithm”, National conference on RTIT at SSM College of engineering, 2012.
[7] Sarala P, N.Shanthi, “An Intelligent and secured Storage system with thin Provisioning and Storage Tiering in Cloud”, 5th Annual Research Congress, Dec 2013.
[8] R.Arthi, E.Padma, N.Shanthi, “A Comparative study of Routing protocols in AdHoc Networks”, National conference on recent trends in communication Engineering, September 2014.
[9] C.Rajan, N.Shanthi, S.Geetha, “Malicious Detection in MANET using Enhancement Adaptive Acknowledgement”, National Conference on Networking and Communication Systems, Feb 2016.
[10] Mr.B.Uvaraja, Dr.N.Shanthi, “A toolkit for modeling and simulation of cloud computing environment using contemporary VM load balancers”, ICTACT sponsored National conference on Futuristic computing and communication technologies, March 2015.
[11] R.Arthi, E.Padma, Dr.N.Shanthi, “Security enhancements for Mobile ADHOC networks with trust management”, ICTACT sponsored National conference on Futuristic computing and communication technologies, March 2015.
[12] N.Aravindhraj, Dr.N.Shanthi, “A study on multimodal biometrics authentication and template protection”, ICTACT sponsored National conference on Futuristic computing and communication technologies, March 2015.
[13] S.Indhuja, N.Logaveni, K.Divyaa, S.Gowtham, Dr.N.Shanthi, “Maximizing Quality and Performance of Network Through Adaptive Traffic Engineering”, National Conference on Intelligent Systems in Electronic Technologies NCISET 2015, Karpagam University, Coimbatore, National Conference, Tamil Nadu, March 16 2015.
[14] Saranya.R, Padma.E, Shanthi.N “Improving Quality of Service Using Routing Protocol In MANET”, National Conference on Recent Trends in Engineering and Technology-ncrtet-2016 in Rathinam College of Engineering and Technology.
[15] Saranya.R, Padma.E, Shanthi.N, “Geographic Routing Based Adaptive Location Update for Mobile Ad Hoc Networks”, National Conference On Technological Advancements In Engineering -2016, Sree Narayana Guru College of Engineering and Technology
[16] Aravindhraj Natarajan, Dr.N.Shanthi , “A Template Preservation technique for Hand vein using Fuzzy vault”,National Conference on Recent Trends in Engineering and Technology at Rathinam College, Coimbatore, 2016
[17] Aravindhraj Natarajan, Dr.N.Shanthi, “Securing Fingerprint Templates Using Fuzzy Vault”, National Conference at Bannari Amman Institute of Technology, Sathyamangalam, 2016
[18] Aravindhraj Natarajan, Dr.N.Shanthi “Fuzzy Vault: A Template Protection Technique For Multimodal Biometrics” National Conference at Sri Narayana Guru college of Engineering and Technology, Kerala, 2016
[19] Dr.N.Shanthi, “Info guarded system for user authorization”, National conference on trends in engineering applications and management, March 2016.
Papers Presented in International Conferences
[1] N.Shanthi, Dr.K.Duraiswamy, “Compression of multispectral images by spectral classification and transform coding”, International conference on advanced Computing and communications”, ADCOM 2003, pp. 150-156, 2003.
[2] N.Shanthi, Dr.K.Duraiswamy, “Preprocessing Algorithms for the Recognition of Tamil Hand-written Characters”, International Convention on Multilingual Computing and Information Management in Networked Digital Environment, Caliber 2005, pp. 77-82, 2005.
[3] N.Shanthi, Dr.K.Duraiswamy, “Offline Tamil Handwritten Character Recognition System”, International Conference on Resource Utilization and Intelligent System, pp.945 – 950, 2006.
[4] N.Shanthi, S.Thilagamani, “An unsupervised learning approach to pixel based image retrieval”, IEEE International conference on Innovative computing technologies, pp.1-5, Feb 2010. DOI: 10.1109/ICINNOVCT.2010.5440082
[5] N.Shanthi, Dr.K.Duraiswamy, “A novel hybrid SVM-Neural approach to recognize handwritten Tamil characters”, Tamil internet conference, pp. 523 – 530, June 2010.
[6] N.Shanthi, A.Ajitha, “Packet based authentication scheme to reduce signature verification overheads for secure multicasting”, International conference on Emerging trends in computer and communication technologies, Feb 2012.
[7] N.Shanthi, B.Sindhusaranya, “Spread Transform dither modulation watermark embedding method for client security”, International conference on computational intelligence and its applications, March 2012.
[8] N.Shanthi, A.Ajitha, “Block based authentication for secure multicasting”, International conference on futuristic of computer science engineering & Information technology, March 2012.
[9] S.Thilagamani, N.Shanthi, “Object segmentation through optimized algorithm”, International Conference on Pattern Recognition, Informatics and Mobile Engineering, February 21-22, DOI: 10.1109/ICPRIME.2013.6496438, 2013
[10] C.Rajan, N.Shanthi, “Balancing Revocation and Storage Trade-Offs in Secure Group Communication”, International Convention on Innovations in Engineering and Technology for Sustainable Development, 2012.
[11] M.Reka and Dr.N.Shanthi , “A Literature Survey and Comprehensive Study on Web Document Clustering” , in International Conference on Advanced Computing, Machines and Embedded Technology, PP.444-452, March 2013.
[12] R.Jothilakshmi, Dr.N.Shanthi, “An approach for semantic query expansion based on Maximum Entropy-Hidden Markov Model” Proceedings of the Fourth IEEE International Conference on Computing, Communication and Networking Technologies, July 4 - 6, 2013.
[13] P.Vanitha, Dr.N.Shanthi, “An ontology based knowledge extraction from OWL database”, 4th International Conference on “Advanced Computing, Control Systems, Machines and Embedded Technology”, March 2014.
[14] K.S.Sathya, Dr.N.Shanthi, “Hybrid approach for image restoration”, 4th International Conference on “Advanced Computing, Control Systems, Machines and Embedded Technology”, March 2014.
[15] P.Cousic, R.Gokulavanan, N.Shanthi, “Employing Voice Recognition Biometric Patterning for Secure Authentication Cloud”, 4th International Conference on “Advanced Computing, Control Systems, Machines and Embedded Technology”, March 2014.
[16] Mr.B.Uvaraja, Dr.N.Shanthi, “Dynamic VM allocation algorithm using contemporary VM load balancers in cloud computing”, 5th international conference on “Advanced computing, Control Systems, Machines and Embedded Technology”, March 2015.
[17] R.Arthi, E.Padma, Dr.N.Shanthi, “A Heuristic Approach for secured Routing in MANET”, International Conference on Electrical, Electronics and Computer Engineering, March 2015.
[18] Saranya.R, Padma.E, Shanthi.N “Increasing Packet Delivery Ratio using Geographic routing in Manet“ International Conference On Advances In Electrical, Electronics And Computational Intelligence(icaeeci'16),2016.
[19] Aravindhraj Natarajan, Dr.N.Shanthi, “Multimodal Biometric Authentication using fingerprint and hand vein” International Conference on Frontiers of computational Intelligence, 2016.
[20] Dr.N.Shanthi, “Augmented reality based IoT concept for smart Environment”, 1st International conference on Recent Innovations in Engineering, technology and Management at Nandha Engineering College, March 2017.
[21] Sujitha, Dr.N.Shanthi, “Multi-objective scheduling workflow applications in cloud computing”, 1st International conference on Recent Innovations in Engineering, technology and Management at Nandha Engineering College, March 2017.
[22] Pavithra, Dr.N.Shanthi, “Diabetes detection using segmentation of super pixel in SLO images”, 1st International conference on Recent Innovations in Engineering, technology and Management at Nandha Engineering College, March 2017.
[23] Dr.N.Shanthi, “Detection and Recognition of the text in image using cloud computing clustering ”, 1st International conference on Recent Innovations in Engineering, technology and Management at Nandha Engineering College, March 2017.
[24] D.Thiyagarajan, Dr.N.Shanthi, “An Efficient document clustering by using adaptive k-means clustering algorithm”, 1st International conference on Recent Innovations in Engineering, technology and Management at Nandha Engineering College, March 2017.
[25] S.Sundarapandiyan, Dr.N.Shanthi, “An enhanced hybrid DBN/HMM for Tamil language speech recognition system”, 1st International conference on Recent Innovations in Engineering, technology and Management at Nandha Engineering College, March 2017.
[26] S.Sundarapandiyan, Dr.N.Shanthi, “Recurrent neural network based language model for large vocabulary continuous tamil language speech recognition system”, 1st International conference on Recent Innovations in Engineering, technology and Management at Nandha Engineering College, March 2017.
[27] Sujitha, Dr.N.Shanthi, “Healthcare system based on IoT with Body sensor network”, International conference on advancements in science, Engineering, Technology & Management at M.P.N.M.J. Engineering College, March 2017.
[28] S.Kalpana, Dr.N.Shanthi, “Potential of IoT in Agriculture”, National conference on challenges and Innovations in Information technology at Kongu Engineering college, March 2017.
[29] Dr.N.Shanthi, “Scheduling of workflow in cloud with multi objective approach”, 6th International conference on Advances in computing, control, communication, Automation and structural Engineering, April 2017.
[30] A.S.Jayasurya, Dr.N.Shanthi, “Corrosion prediction Analytic Engine exploiting ANN and GA”, Hindustan Institute of Technology, March 2018.
[31] Gowthami J., Shanthi N., Krishnamoorthy N., “Secure Three-Factor Remote user Authentication for E-Governance of Smart Cities”, Proceedings of the 2018 International Conference on Current Trends towards converging Technologies, ICCTCT 2018.
[32] Kanimozhi, Krishnamoorthy N, Shanthi N., “Modified DFGA-PSO scheduling of managing power consumption in cloud”, International conference on cyber physical systems for next generation computing, March 2018.
[33] Aravindhraj Natarajan, Dr.N.Shanthi, “A Survey On Multimodal Biometrics Authentication And Template Protection”, International Conference on Intelligent Computing and Communication for Smart World (I2C2SW), Dec 2018.
[34] Gowthami J., Shanthi N., “Multi-factor based user authentication scheme for lightweight IoT devices”, International Conference on Intelligent Computing and Communication for Smart World (I2C2SW), Dec 2018.
[35] S.Lalitha, N.Shanthi, “An Identification and treatment of amblyopia using Image Processing”, International conference on Information sciences and renewable energy sources, March 2019.
[36] Ms.C.Roopa, Dr.R.C.Suganthe, Dr.N.Shanthi, "Secure user authentication for E-voting based on blockchain in P2P network", AICTE Sponsored international conference on recent trends and challenges in healthcare informatics (RCHI 2019).
[37] Ms. R.Suvitha, Dr.N.Shanthi, Dr.R.C.Suganthe, "Blockchain based certificate verification using Ethereum and smart contract ", AICTE Sponsored international conference on recent trends and challenges in healthcare informatics (RCHI 2019).
[38] Suganthe, R. C., Shanthi, N., Latha, R. S., Gowtham, K., Deepakkumar, S., and Elango, R., "Blockchain enabled Digitization of Land Registration", International Conference on Computer Communication and Informatics (ICCCI), 2021.
[39] Sharmila, C., and N. Shanthi. "Retinal Image Analysis for Glaucoma Detection Using Transfer Learning." Lecture Notes in Electrical Engineering, Springer Nature Singapore, 2021
[40] Gowthami J, Dr.N.Shanthi, Deepthika K , "Blockchain based chronic disease management system utilizing smart contract for e-healthcare ", Advances in Communication, Machine Learning, Embedded with Internet of Things, 2021.
[41] C. Sharmila, Dr.N.Shanthi, "An Exploration on Deep Learning Approaches for the Detection of Glaucoma ", Fifth International Conference on Electronics, Communication and Aerospace Technology (ICECA 2021),2021.
[42] N.Shanthi; P.Yuvasri; S.Vaishnavi; P.Vidhya, "Gender and Age Detection using Deep Convolutional Neural Networks", International Conference on Smart Systems and Inventive Technology (ICSSIT) , 2022.
[43] Shanthi, N., Suganthe, R.C., Sanmuhapriya, S., Rajharini, R. and Nivashini, K., "Video-Based Dynamic Authentication System ", International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA), 2022.
[44] Shanthi, N., Aadhishree A, "A Novel Machine Learning Approach to predict Sepsis at an Early Stage", International Conference on Computer Communication and Informatics (ICCCI), 2022.
[45] B. Gopinath; N. Shanthi; R. Santhi, "Identification of Malignant Patterns in FNAC Digital Images of Thyroid Nodules through Cascaded Segmentation Stages", 2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), 2023.
[46] N.Shanthi, A.Aadhishri, " Suicidal Thoughts of Recent Generations- A Review ",International Conference on Computer Communication and Informatics(ICCCI),2023.
[47] C. P. Shabariram;N. Shanthi;P. PriyaPonnusamy;R. Prema;R. S. SowmiyaPriya, "Optimizing Virtual Machine Downtime in Live Migration using the Least Frequently Used Service-based Pre-copy Algorithm", International Conference on Computer Communication and Informatics(ICCCI), 2023.
[48] Dr.N.Shanthi, M.Muthuraja, C.Sharmila, Jagadeesh S, Karthick R, Bharanidharan M, "Suicidal Ideation Prediction Using Machine Learning, International Conference on Computer Communication and Informatics(ICCCI), 2023.
[49] Dr.R.C.Suganthe, Dr.N.Shanthi, Dr.R.S.Latha, PreethiS, Rishika M, Sandhiya D, "Glaucoma Prediction Using Supervised Learning", International Conference on Computer Communication and Informatics(ICCCI), 2023.
[50] Dr.R.C.Suganthe, Dr.N.Shanthi, Dr.M.Geetha, Pravin Kumar S, Prema M, Richard Joyal G,"Image Captioning Using Deep Learning Techniques for Partially Impaired People",International Conference on Computer Communication and Informatics(ICCCI), 2023.
[51] C Sharmila; N Shanthi; S Santhiya; E Saran; K Sri Rakesh; R Sruthi, "An Automated System for the Early Detection of Dysgraphia using Deep Learning Algorithms", International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), 2023.
[52] V Manimaran, Dr.N.Shanthi, S.Goghul, S.Harishraaj T.Hariharan, "Effective prediction of coronary heart disease using Machine Learning Techniques", International Conference on Next generation computing systems, 2023.
[53] Dr.N.Shanthi, A Aadhishri, Dr.R.C.Suganthe, Xiao-Zhi Gao, "Early Prediction of sepsis using Machine Learning Algorithms: A Review", International Conference on computational sciences and sustainable technologies – ICCSST, 2023.
[54] Shanthi N, Suganthe R C, Manimaran V, Manoj Kumar P, Kavinbharathi A and Mythili E, "GPS-based Arrival Time Prediction for Bus Schedules: Enhancing Commuter Experience", International Conference on Advanced Computing, ICoAC, 2023.
[55] Dr.N.Shanthi, J.Gowthami, N.Aravindhraj, Jagadeesh S, Karthick R, Bharanidharan M, "Deep Learning based Audio Description of Visual Content by Enhancing Accessibility for the Visually Impaired", International Conference on Sustainable Communication Networks and Application ICSCNA 2023.
Books Published
1. Dr.N.Shanthi, S.Thilagamani, Data Mining & Warehousing – Sri Maruthi Publishers, Oct 2010
2. Dr.N.Shanthi, S.Thilagamani, Computer networks - Sri Maruthi Publishers, June 2012
Foreign Universities Visited
· Universiti Technologi Petronas, Malaysia
· Universiti Malaysia Pahang, Malaysia