KEC Faculty Profile

   Papers Published in International Journals: 

1.  R.Shanthakumari., B.Sharmila., "Efficient adaptive steganography for color images based on LSBMR algorithm", Journal on Image and Video Processing, Vol.2, Issue 3,February 2012.

2.   B.Sharmila.,R.Shanthakumari., "Power Aware Audio Steganography based on  LSBMR Algorithm", OSIET Journal of Information Technology, May 2012.

3.  Laya Venugopal, .Shanthakumari.," Edge Adaptive Scheme For Data Hiding Using Tree Based Parity Check", International Journal of Advanced Research In Computer Science And Applications, Volume 1, Issue No. 2, April 2013.

4. R.Deborahsherene , R.Shanthakumari., "Data Hiding Technique using Multi- Pixel Differencing and HL Code", International Journal of Advanced Research In Computer Science And Applications, Volume 1, Issue No. 2, April 2013.

5. S.Parvathavarthini.,R.Shanthakumari, " Performance Analysis of  Digital Image atermarking”, i-manager’s Journal on Image Processing, Vol. 1,No.1, January - March 2014 (ICI  Indexed)

6.    S.Parvathavarthini., R.Shanthakumari., “An adaptive watermarking process In Hadamard Transform”, International Journal of Advanced    Information Technology, Vol. 4, No. 2,April 2014. DOI : 10.5121/ijait.2014.4201. (ICI  Indexed)

7.   R.Shanthakumari., Dr.S.Malliga., “Video Steganography Using LSB Matching Revisited Algorithm”, IOSR Journal of Computer Engineering, e-ISSN: 2278-0661,p-ISSN: 2278-8727,Volume 16, Issue 6, Ver. IV(Nov – Dec. 2014), PP 01-06.(ICI  Indexed)

8.  R.Shanthakumari., S.Malliga., S.Dheepika.,“Data Hiding Scheme in Spatial Domain”, International Journal of Computer Science Engineering and Technology, Vol.4, issue 12, pp.400-403, Dec 2014, ISSN: 2231- 0711.

9.  R.Shanthakumari., S.Malliga., S.Dheepika,, “   Secure data hiding in images”, International Journal of Advanced Research Trends in engineering and Technology, Vol.2, issue.8, pp.144-148, Feb 2015,ISSN: 2394-3777

10.  R.Shanthakumari., Dr.S.Malliga., “Image-in-Image watermarking using Slant transform”, International Journal of Informative & Futuristic Research, Vol.2, Issue.10, pp. 3790-3801,ISSN: 2347-1697, June 2015.

11.  R.Shanthakumari., Dr.S.Malliga., “Data Hiding in Image Using Tree Based Parity Check with LSB Matching Revisited Algorithm”, International Journal of Innovative Research in Computer and Communication Engineering, Vol. 3, Issue 6, pp. 5472 - 5479 ISSN: 2320-9801, June 2015.

12.  R.Shanthakumari., M.Arul., “Data hiding in Image by LSBMR algorithm with Wavelet transform”, i-manager’s Journal on Digital Signal Processing, Vol. 3 l No. 2 l, pp.19-24, ISSN: 2322-0368, April - June 2015

13.  S.Dhaarani.,R.Shanthakumari., "A Reversible Approach for Information Hiding in Dual Images",CiiT Journal on Digital Image Processing, Vol.8,No.1,pp.1-6,ISSN:0974-9640, Jan 2016 

14. R.Shanthakumari.,"A spatial Domain based Image in Image hiding scheme using Particle swarm optimization",International Journal of Recent Trends in Engineering and Research,Vol 2,Issue 7, July 2016

15.  C.Selvaraj.,R.Shanthakumari.," Mitigating Node Isolation attack in OLSR protocol using DCFM Technique", International Journal of Advanced Trends in Engineering and Technology,Vol 1,Issue 2,2016

16. R.Shanthakumari., Dr.S.Malliga.," Information Hiding in Digital Images using Modified LSB substitution with Multi-pixel Differencing and HL code",Asian Journal of Research in Social Sciences and Humanities,Vol.7,Issue :1,pp.198-207,Jan 2017,ISSN:2249-7315

17. R.Shanthakumari, Dr.S.Malliga.," Digital Image-in-Image Watermarking For Copyright Protection of Images Using the Slant Transform ", International Journal of WSEAS TRANSACTIONS on COMPUTERS , Volume 16, December 2017.

18. R.Shanthakumari, Dr.S.Malliga., "Dual-layer security of image steganography based on   IDEA and LSBG algorithm in the cloud environment ",  Sadhana-Academy Proceedings in Engineering Sciences, vol. 44:119, issue. 5, pp. 1-12, May 2019. (SCI  Indexed)

19. R. Shanthakumari,  Dr.S.Malliga., "Dual layer security of data using LSB inversion image steganography with elliptic curve cryptography encryption algorithm", International Journal of Multimedia Tools and Applications. DOI: 10.1007/s11042-019-7584-6,  ISSN: 1380-7501 (Print) 1573-7721 (Online). (SCI  Indexed)

20. C.Nalini, R.Shanthakumari, J.Sudeeptha., "Comparative study on supervised Machine Learning Algorithms for Spam Mail Detection", International Journal of Scientific and Technology Research", Volume 9, Issue 02, February 2020. (Scopus Indexed)

21. S.Vinothkumar, S.Varadhaganapathy, R.Shanthakumari., "An improvement in password protection overriding trade-off between security and usability", International Journal of Scientific and Technology Research", Volume 9, Issue 02, February 2020. (Scopus Indexed)

22. Dr.R.Shanthakumari, Dr.C.Nalini,P.Madhumitha Kaiser, S.Gayathri, G.Mohanraj., "A secure data transfer using compression, encryption algorithm in the cloud environment", International Journal of Advanced Science and Technology, Volume 29(5), pp.2874-2884, April 2020 (Scopus Indexed)

23. Dr.R.Shanthakumari, Dr.S.Kannimuthu, S.Vinothkumar, G.Santhya, B.Bharaneeshwar., "Enhancing data security in video steganography using RSA encryption, Huffman coding with LSB Reverse", International Journal of Advanced Science and Technology, Volume 29(6), pp.8336-8348, June 2020 (Scopus Indexed)

24. Dr. R.Rajadevi, Dr.E.M.Roopadevi,Dr.R.Shanthakumari, Ms.N.Anitha,Dr.R.Devipriya" , Feature Selection for predicting heart disease using black hole optimization algorithm and XGBoost classifier", 11th International Conference on Computer communication and Informatics,2021(Scopus Indexed)

25. Dr.R.Shanthakumari, Dr.S.Varadhaganapathy,Mr.S.Vinothkumar, Ms.B.Bharaneeshwar, " Data hiding in Image steganography using Range Technique for secure communication, IEEE sponsored International conference on Advances in Electrical Computing, Communications and sustainable Technologies, 2021(Scopus Indexed)

26. Dr. R.Shanthakumari, Dr.E.M.Roopadevi, Dr.R.Rajadevi, Mr.B.Bharaneeshwar, " Information hiding in Audio steganography using LSB Matching Revisited", Journal of Physics: Conference Series, Volume 1911(2021) 012027 doi: 10.1088/1742-6596/1911/1/012027 (Scopus Indexed)

27. Dr.C.Nalini, Dr.R.Shanthakumari, Ms.G.K.Parteban,Ms.T.Nivetha Priyaa,Ms.A.S.Sanchay, " AI based Chatbot in Food Industry", AIP Conference Proceedings 2387, 140040, https://doi.org/10.1063/5.0069043, 2021(Scopus Indexed)

28. Dr.C.Nalini, Dr.R.Shanthakumari,Ms.M.Bhuvaneswari, Ms.V.S.Dheepthikaa, Ms.M.L.Nandhini, " Development of Forecasting Model for Infectious Disease (COVID-19), AIP Conference Proceedings 2387, 040004; https://doi.org/10.1063/5.0069041.(Scopus Indexed)

29. Ms.R.Punithavathi, Mr.M.Kowsigan, Dr.R.Shanthakumari, Miodrag Zivkovic, Nebojsa Bacanin and Marko Sarac, "Protecting Data Mobility in Cloud Networks Using Metadata Security ",Computer Systems Science & Engineering, 2022, DOI:10.32604/csse.2022.020486(SCI Indexed)

30. Nalini. C; Shanthakumari. R; Venkata prasanna. R; Nikilesh. A; Nitin Pranav S.M., "Prediction of dengue infection using machine learning", IEEE International Conference on  Computer Communication and Informatics (ICCCI), January 25-27, 2022. ISSN: 2329-7190. https://doi.org/10.1109/ICCCI54379.2022.9740924 (Scopus Indexed Conference)

31. S.Vinothkumar,S.Varadhaganapathy,R.Shanthakumari,M.Poongothai,M.Pushpalatha,G.Sneha, "An Efficient Cloud-Edge Aware Strategy for Task Deployment and Load Balancing",  IEEE International Conference on  Computer Communication and Informatics (ICCCI), January 25-27, 2022. ISSN: 2329- 7190. https://doi.org/10.1109/ICCCI54379.2022. 9740990 (Scopus Indexed Conference)

32. E. M. Roopa Devi, R. Shanthakumari, R. Rajdevi, S. Dineshkumar, A. Dinesh & M. Keerthana," Predicting and analysis the Bitcoin price using various forecasting model,  Lecture Notes in Networks and Systems (LENNS,volume 418),pp.879-889, April 2022

33. R.Shanthakumari,C.Nalini,S.Vinothkumar,E.M.Roopadevi,B.Govindaraj, " Multi disease Prediction System using Random Forest Algorithm in Healthcare System", International Mobile and Embedded Technology,2022 ISBN:978-1-6654-2020-4. https://doi.org/10.1109/MECON53876.2022.9752432

34. R.Shanthakumari,C.Nalini,S.Vinothkumar,B.Govindaraj,S.Dharani,S.Chindhana,"Image detection and recognition of different species of animals using deep learning, International Mobile and Embedded  Technology,2022,ISBN:978-1-6654-2020-4.https://doi.org/10.1109/MECON53876.2022.9752203.(Scopus Indexed Conference)

35. Roopa, Devi.E.M.Rajadevi, R,Shanthakumari, R,Praveen, E.Sethuraj, S , " Mortality Prediction of Lung Cancer from CT Images Using Deep Learning Techniques", International Mobile and Embedded Technology, 2022, DOI: 10.1109/CCiCT56684.2022.00015.(Scopus Indexed Conference) 

36. Vinothkumar, S Varadhaganapathy S, Shanthakumari, R Ramkishore D.Rithik, S,Tharanies K.P , " Detection Of Spam Messages In E-Messaging Platform Using Machine Learning", 5th International Conference on Computational Intelligence and Communication Technologies,2022, DOI: 10.1109/CCiCT56684.2022.00060. (Scopus Indexed Conference)

37. Shanthakumari, R,Nalini C,Vinothkumar, S, Venkata Prasanna R Nikilesh, A,Nitin Pranav S.M., "Spotify Genre  Recommendation  Based on User Emotion Using Deep Learning", 5th International Conference on  Computational     Intelligence and Communication Technologies, 2022, DOI: 10.1109/CCiCT56684.2022.00081.(Scopus Indexed Conference)

38. Shanthakumari, R.,Nam,Y.C.,Nam,Y., Abouhawwash, M., " Efficient Network Selection Using Multi-Depot Routing          

        problem for Smart Cities ", Intelligent  Automation & Soft Computing, Volume.36, Issue (2), 2023.

39. Shanthakumari, R., Devi, E. R., Vinothkumar, S., Sathya, S., Keerthi, S, " Deep Convolutional Neural Network Model for 

      Classifying Alzheimer’s Disease", In  Proceedings of the 14th International Conference on Soft Computing and  pattern       Recognition , pp.285-295, Cham: Springer Nature Switzerland, 2022 .(Scopus  Indexed Conference)

40. C. Nalini , B. Dharani , Tamilarasu Baskar, R. Shanthakumari, " Review on Sentiment Analysis Using Supervised         

      Machine Learning Techniques", 22nd International  Conference on Intelligent Systems Design and Applications,  Lecture        Notes in Networks and Systems book series (LNNS,volume 715).  (Scopus Indexed  Conference) 

41. S. Vinothkumar, S. Varadhaganapathy, R. Shanthakumari, M. Ramalingam, " Significance of Block Chain in IoTSG - A  

        prominent and Reliable Solution", Book Chapter: Smart Grids and Internet of Things: An Energy Perspective. 2023.  

       https://doi.org/10.1002/9781119812524.ch9.

42. E M Roopa Devi, R Shanthakumari, R Rajadevi, K I Sanchana Shree, R Shakkirun, " Imbalanced Breast Cancer prediction  using CNN through Multi-Net framework", International Conference on Computer Communication and   Informatics , 2023,  DOI: 10.1109/ICCCI56745.2023.10128543.(Scopus Indexed  Conference)

43. E M Roopa Devi, R Shanthakumari, R Rajadevi. M.Anoj Roshan, V.Hari, " An Ensemble Prediction Model for  chronic   

       Kidney Disease Using Optimized Feature Selection", International Conference on Computer Communication and 

       Informatics, 2023, DOI: 10.1109/ICCCI56745.2023.10128338. (Scopus Indexed  Conference) 

44. S. Vinothkumar S.Varadhaganapathy  R.Shanthakumari S.Pradeev, S.Pragatheeswaran, "Traffic Sign Detection   using  Hybrid Network of YOLO and Resnet ", International Conference on Computer Communication and Informatics,  2023, DOI: 10.1109/ICCCI56745.2023.10128337. (Scopus Indexed Conference) 

 Papers Presented in National Conferences :

1. R.Shanthakumari, S.Varadhaganapathy, P.Arulmozhi, "Wi-Fi",National conference on MobiComNet 2004, 30.09.2004 to 02.10.2004

2. R.Shanthakumari, P.Arulmozhi, R.Kalaivani, " Manets and its protocols",National Level Technical Paper Presentation Competition - 2005, 08.01.2005 to 09.01.05.

3. R.Shanthakumari, S.Varadhaganapathy, A.Ramsankar, "Rural Bazzar – Ideas for today’s problems for better future", National Conference on IT applications for Rural Development and Health Care", 3.3.2005 to 4.3.2005

4. R.Shanthakumari, S.Varadhaganapathy,B.Narmada, "Supporting Health science Education with Multimedia Repository",      National conference on Social benefits through applications of IT, 29.12.2006 to 30.12.2006.

5. R.Shanthakumari, B.Narmada, "Social Semantic Networked Desktop", National conference on Social benefits through applications of IT, 29.12.2006 to 30.12.2006.

6. R.Shanthakumari, B.Narmada, J.Indra., "Multi-Relational Data Mining for Biological Applications", National conference on social benefits through applications of  IT, 29.12.2006 to 30.12.2006.

7. R.Shanthakumari, S.Malliga., "An Attack path construction algorithm with error detection for IP trace back",  EEA 07, 31.01.2007.

8. R.Shanthakumari, S.Malliga., " A new marking scheme with Error detection to trace back IP Spoofing ", National  Conference on Innovative Computational Intelligence and Security Systems, 02.02.2007 to 03.02.2007.

9. R.Shanthakumari, P.Arulmozhi," High performance computing servers by utilization of free systems using clustering ", National Conference on Soft Computing,Image Processing and Network Management,27.03.2008 to 28.03.2008.

10. R.Shanthakumari, P.Arulmozhi, N.Anitha, " Secure Key Distribution in Adhoc Networks ",National Conference on Advanced Computing Concepts",17.04.2009.

11. R.Shanthakumari, "Efficient adaptive steganography for color images based on LSBMR algorithm", National Conference on Information Technology, 15.02.2012.

12. R.Shanthakumari, K.Nandha Gopal, "Enhanced Instrusion detection system for Malicious node detection in DYMO routing protocol by using minimal energy consumption", National Conference on Information Technology, 15.02.2012.

13. R.Shanthakumari, B.Sharmila, "Adaptive steganography for gray scale  images based on LSBMR algorithm", National Conference on Emerging Trends", 22.02.2012.

14.  R.Shanthakumari,  K.Nandha Gopal, "Instrusion detection system for Malicious node detection in DYMO routing protocol",  National Conference on Computer Applications", 27.02.2012.

15. R.Shanthakumari, B.Sharmila,"Adaptive audio steganography based on LSBMR algorithm",NCIIT, February 2012.

16. R.Deborah Sherene,, R.Shanthakumari, Dr.S.Malliga," Data Hiding technique using Multi-pixel differencing and HL Code ", National Conference on Smart Systems, 16.03.2013.

17. Laya Venugopal, R.Shanthakumari, Dr.S.Malliga," Edge Adaptive scheme for data hiding using tree based parity check ", National Conference on Smart Systems, 16.03.2013.

18. R.Shanthakumari, B.Venkatesan,A.Vignesh Vetrivel., " Embedded blind Image watermarking using wavelet transform and singular value Decomposition", National Conference on Advances in Computational Intelligence and Instrumentation Technology , 04.04.2013.

19. S.Parvathavarthini.,R.Shanthakumari, " Digital Image watermarking scheme  based on scaling factor ", National Conference on Advances in Computing and Technology, February 2014

20. S.Parvathavarthini.,R.Shanthakumari," An adaptive visible/Invisible watermarking  Scheme for Digital Images based on scaling factor", National Conference on Wireless Networks, Computing and Communication, February 2014.

21. S.Dheepika.,R.Shanthakumari, " Information hiding using LSBG algorithm ", DSTE sponsored National Conference on Intelligent Computing , 30.01.15.

22. S.Dheepika.,R.Shanthakumari, "Secure Data Hiding In Images", Fourth National Conference on Communication Technology Interventions for Rural and Social Development, 05.02.15.

23. R.Shanthakumari, M.Arul, "Data hiding in Image by LSBMR algorithm with Wavelet transform", Second National Conference on Innovation in Computational Intelligent Techniques, 21.02.15.

24. S.Dhaarani,R.Shanthakumari, " Information Hiding in dual Images using Reversible Technique", DBT sponsored National Conference on “Advanced Computational Intelligence techniques for Big data in Biomedicine and its applications, 28.12.2015 to 29.12.2015.

25. R.Shanthakumari, K.K.Raja Shankar, R.Sangavi, S.Santhiya, " A Novel Edge Based Embedding Secret Information in Medical Images ", Fifth National Conference on Networking, Intelligence and Computing, March  2018.

26. R.Shanthakumari, P.Pavatharani, A.Sathishkumar, R.Susmitha., " Extended visual cryptograpy for securing portable document format file ", Fifth National Conference on Networking , Intelligence and Computing, March  2018.

27. R.Shanthakumari, G.Santhya, B.Bharaneeshwar, " Enhancing data security in video steganography using RSA encryption, Huffman coding with LSB Insertion", Seventh National Conference on Networking , Intelligence and Computing, March  2020.

28. R.Shanthakumari, B.Bharaneeshwar, D. Arul Kumar " Data hiding in images using range technique with Rijndael algorithm", Seventh National Conference on Networking, Intelligence and Computing, March  2020.

Papers Presented in International Conferences:

1. R.Shanthakumari, B.Sharmila, " Power Aware audio steganography based on LSBMR algorithm ", International Conference on Science and Innovative Engineering, 31.03.2012.

2. Laya Venugopal, R.Shanthakumari, Dr.S.Malliga, " Image Steganography based on LSBMR with tree Based Parity check", International Conference on Intelligent Instrumentation,Optimization and Signal Processing, March 2013.

3. S.Parvathavarthini.,R.Shanthakumari,"Embedding and Extraction of Digital Image watermarking Based on scaling Factor", International Conference on Innovations in Information, Embedded and Communication Systems, March 2014.

4. S.Dhaarani,R.Shanthakumari, " Information hiding in dual images using reversible approach", International Conference on Innovations in Information,  Embedded and communication Systems, 17.03.16 to 18.03.16

5. C.Selvaraj.,R.Shanthakumari.,"Mitigating Node Isolation attack in OLSR protocol using DCFM Technique",Global Learning Conference on Mobile Computing",SSM College of Engineering,Erode,09.02.17 to 10.02.17.

6. C.Selvaraj.,R.Shanthakumari.,"Mitigating Node Isolation attack in OLSR protocol using DCFM Technique",CSI Sponsored International Conference on Innovative Computing Technology, M.Kumarasamy College of Engineering, Karur,16.02.17 to 17.02.17.

7. C.Selvaraj.,R.Shanthakumari.,"Detecting black hole and warm hole attack in OLSR protocol using topology graph and temporal Leash", International Conference on Mathematical Modeling and Computational Methods in Science and Engineering, Alagappa  University, Karaikudi, 20.02.17 to 22.02.17.

8. M.Umalatha, R.Shanthakumari, " An image cryptography theme supported chaotic baker map and AES with ECC ", International conference on Engineering and Advancement in Technology , 22.03.18 to 23.03.18.

9. Dr.R.Shanthakumari, Dr.E.M.Roopadevi, Dr.R.Rajadevi, B,Bharaneeshwar, " Information hiding in audio steganography using LSB Matching Revisited", International Conference on Innovative Technology for Sustainable Development, 27.01.2021 to 29.01.2021.

10. Dr.R.Rajadevi,Dr.E.M.Roopadevi,Dr.R.Shanthakumari, Ms.N.Anitha,Dr.R.Devipriya" , Feature Selection for predicting heart disease using black hole optimization algorithm and XGBoost classifier", 11th International Conference on Computer communication and Informatics,27.01.2021 to 29.01.2021

11. Dr.R.Shanthakumari, Dr.S.Varadhaganapathy,Mr.S.Vinothkumar, Ms.B.Bharaneeshwar, " Data hiding in Image steganography using Range Technique for secure communication, IEEE sponsored International conference on Advances in Electrical Computing, Communications and sustainable Technologies, 19.02.2021 to 20.02.2021

12. Dr.R.Shanthakumari, Dr.E.M.Roopadevi, Mr.S.Vinothkumar,S.Arvinth, B.Bharaneeshwar,K.V.Hari Prasath, " A Framework for Multi Disease Prediction system using Random Forest Algorithm", International Virtual Conference on Advances in Communication, Machine Learning, Embedded with Internet of Things, 09.04.2021 to 10.04.2021.

13. Dr.R.Shanthakumari, Dr.E.M.Roopadevi, Mr.S.Vinothkumar,D.Arul Kumar, J.Bharaniharan, K.Gokul, " Facial Detection and Recognition for Online Examination using Deep Learning",  International Virtual Conference on Advances in Communication, Machine Learning, Embedded with Internet of Things, 09.04.2021 to 10.04.2021

14. Dr.C.Nalini, Dr.R.Shanthakumari, Ms.G.K.Parteban,Ms.T.Nivetha Priyaa,Ms.A.S.Sanchay, " AI based Chatbot in Food Industry", AIP Conference Proceedings 2387, 140040, https://doi.org/10.1063/5.0069043, 2021

15. Dr.C.Nalini, Dr.R.Shanthakumari, Ms.M.Bhuvaneswari, Ms.V.S.Dheepthikaa, Ms.M.L.Nandhini, " Development of Forecasting Model for Infectious Disease (COVID-19), AIP Conference Proceedings 2387, 040004; https://doi.org/10.1063/5.0069041.

16. C.Nalini,R. Shanthakumari,  R Venkata prasanna, A. Nikilesh, S.M Nitin  Pranav, "Prediction of dengue infection using Machine Learning ", International Conference on Computer Communication and Informatics ,25.01.2022

17.  S Vinothkumar, S Varadhaganapathy,  R Shanthakumari,  M Poongothai, M Pushpalatha, G Sneha, " An Efficient Cloud-Edge Aware Strategy for Task Deployment and Load Balancing", International Conference on Computer Communication and Informatics, 25.01.2022.  

18.  R Shanthakumari, C Nalini, S Vinothkumar, E.M. Roopadevi, B Govindaraj, " Multi Disease Prediction System using Random Forest Algorithm in Healthcare System", International Mobile and Embedded Technology Conference, 10.03.2022.

19.  R Shanthakumari,C Nalini, S Vinothkumar, B Govindaraj, S Dharani, S Chindhana. "Image Detection and Recognition of different species of animals using Deep Learning", International Mobile and Embedded Technology Conference, 10.03.2022.

20.  Roopa Devi, E.M Shanthakumari, R Rajdevi, R, Dineshkumar, S, Dinesh A, Keerthana  M, "Predicting and Analysis the Bitcoin Price using Various Forecasting Model", International Conference on Intelligent Systems Design and Applications, 27.03.2022.

21. Shanthakumari, R., Nalini, C., Vinothkumar, S., Venkata Prasanna, R., Nikilesh, A., Nitin Pranav, S.,  "Spotify Genre Recommendation Based on User Emotion Using Deep Learning", 5th International Conference on Computational Intelligence and Communication Technologies, July 2022.

22.  Roopa, Devi. E.M, Rajadevi, R, Shanthakumari, R,Praveen, E, Sethuraj, S, Shyam, A.C, " Mortality Prediction of Lung Cancer from CT Images Using Deep Learning Techniques ", 5th International Conference on Computational Intelligence and Communication Technologies, July 2022,  

23. Vinothkumar, S., Varadhaganapathy, S., Shanthakumari, R., Ramkishore, D., Rithik, S.,Tharanies, K.P., "Detection of Spam Messages In E-Messaging Platform Using Machine Learning", 5th International Conference on Computational Intelligence and Communication Technologies, July 2022   

24.   Shanthakumari, R., Roopa Devi E M, Vinothkumar, S., Sathya S, Keerthi, "Deep Convolutional Neural Network model for classifying Alzheimer’s disease ", 14th International Conference on Soft Computing and Pattern Recognition, 15.12.2022.

25.  C. Nalini, B. Dharani, Tamilarasu Baskar, R. Shanthakumari , " Review on Sentiment Analysis Using Supervised Machine Learning Techniques;", 22nd International Conference on Intelligent Systems Design and Applications ,2022

26. E M Roopa Devi, R Shanthakumari, R Rajadevi, K I Sanchana Shree, R Shakkirun, K Poorvaja, " Imbalanced Breast Cancer Prediction using CNN through Multi-Net framework ", International Conference on Computer Communication and Informatics  ,23-25 Jan 2023.

27. E M Roopa Devi, R Shanthakumari, R Rajadevi, M.Anoj Roshan, V.Hari, S.Lakshmanan, " An Ensemble Prediction Model for Chronic Kidney Disease Using Optimized feature Selection", International Conference on Computer Communication and Informatics,23-25 Jan 2023.  

28.  S. Vinothkumar S.Varadhaganapathy  R.Shanthakumari S.Pradeev, S.Pragatheeswaran, K.Sankara Annamalai, "Traffic Sign Detection using Hybrid Network of YOLO and Resnet", International Conference on Computer Communication and Informatics, 23-25 Jan 2023.    

29. E M Roopa Devi, R Shanthakumari, R Rajadevi, M.Anoj Roshan, V.Hari, S.Lakshmanan, "Forecasting Air Quality Pollutants using Ensemble Learning Models", 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies, 5-6 May 2023 

30. Shanthakumari, R, Roopa Devi E.M Vinothkumar S, Keerthi S, Kavinkumar M,      Nirsitha R, "Improving the efficiency of water quality prediction using the SuperTML approach in Machine Learning",16th -17th June 2023   

31. Shanthakumari, R, Nalini C, Roopa Devi E.M, Srinisanth M, Priyadharshinee R, amanidharan R, " Glaucoma Detection using Fundus Images using Deep Learning", International Conference on Circuit Power and Computing Technologies, 10th-11th August 2023 . 

    PG Projects Guided : 11

UG Projects Guided: 58

Open House Projects guided: 40 

STTP/Summer Schools/Seminar/Workshop/FDP/ Conference/Industrial /Special training attended: 105

Awards Received :

• Academic Excellence Award - 2005 - Kongu Engineering College

• Best Faculty Award - 2008- Information Technology – Kongu Engineering College

Membership in Professional Bodies :

• ISTE (Indian Society for Technical Education) Life Member LM 65442)

• CSI (Computer Society of India - Institution Nominee Member) – N1273313

Online/NPTEL Course:

•  Completed a  Coursera Online course on "Image and video processing: From Mars to Hollywood with a stop at the hospital" on  27.03.14

•  Completed a Online Course on “CS101.1.x:Programming  Basics,a course of study offered by IITBombayX  from 21   February   2017 to December 2017

•  Completed a NPTEL  4 weeks course on “Outcome Based Pedagogic Principles for Effective Teaching” on March 2018.

•  Completed a  NPTEL  12 weeks course on “Switching Circuits and Logic Design" on  October  2018.

• Completed a self-faced training course on  MATLAB  Onramp ,  07.02.2022

• Completed a self-faced training course on  MATLAB Fundamentals, 28.03.2022

• Completed a self-faced training course on  MATLAB Programming Techniques, 02.05.2022

• Completed a  NPTEL  4 weeks course on “Systems and Usable Security" on  Feb-Mar 2022

Industrial Training attended: 10

1. Industrial training on "Multicore Programming ” on 27-29 Sep 2010 at Intel and ICT Academy

2. Attended a one day workshop on "Globalization Summit 2012", on 12.07.12 at Zinnov, Bangalore

3. Attended a one day FDP on " Take lead in transformation:Addressing storage skill gap in Academia", on 11.05.13 at ICT Academy & EMCCorporation 

4. Industrial training on "Android App Development, SDLC XML, and Designing Tools” on 24-30 May 2016 at K Labs Technology         & Solutions, Chennai

5. Attended a  two days  FDP on "Introduction to R Programmming" on 18-19 April 2017 at ICT Academy 

6. “Industrial training on IT Soft Skills", on 15-17 January 2019 at ISR IT Services INC, Coimbatore

7. Attended a  five days  ICTACT - Skycampus : webinar –Season 2   Leading in a VUCA world " on 23-27  April 2020 at ICT Academy 

8. Attended a  two days  training on "MATLAB and SIMULINK Training Programme" on 01-02  June 2022 at MATLAB & DesignTech Technology for designing the future.

9. Attended a  30 Hours FDP  on "Image Processing using OpenCV Master Class " on 12.10.2022 to 11.11.2022 at Pantech e-Learning Pvt Ltd., Chennai

10. Attended a  two days FDP  on "Building Real-Time Video AI Applications" on 15.12.2022 to 16.12.2022 at NIVIDIA-Deep Learning Institute. 

Consultancy Projects & Funded Programmes Organized (Seminar/Conference/Workshop/FDP/STTP/Other)

Consultancy Projects Completed : 10 

 Funded Programmes Organized (Seminar/Conference/Workshop/FDP/STTP/Other)

Non-Formal Courses Conducted: 13          

   Self Supporting /IIPC/TBI  Seminar and Workshop Conducted: 16         

One/Two  Credit  Courses Conducted: 12

      Invited talks / chairing a session/ Guest Lecture/ Jury etc:       

      Reviewer-ship / Editor-ship in Journals / Conferences etc. 

1. Reviewer on  International Journal of Computer Science and Information Security for the period of 2018-19 to till date.

2. Reviewer on Scientific & Academic Publishing for the period of 2018-19 to till date.

3. Reviewer on International Conference on Artificial Intelligence and Smart Computing for the period of 2020-21 at Bannari Amman Institute of Technology,Sathy

4. Reviewer on International Conference on Advancements in Electrical Electronics Communication Computing and Automation for the period of 2021-22 at Kumaraguru college of Technology, Coimbatore .

5. Reviewer on 1st IEEE International Conference on Advanced computing Technologies and Applications on March 4-5,2022 at Sri Krishna College of Engineering and Technology,Coimbatore 

6. Reviewer on 21st International Conference on Intelligent Systems Design and Applications.

7. Reviewer on American Journal of  computer architecture  on April 2022

8. Reviewer on American Journal of medicine and medical sciences  on April 2022

9. Reviewer on International Journal of Networks and Communications on 27.10.2022

10. Reviewer on International Journal of Computer Theory and Engineering  on 01.12.2022.

11. Reviewer on 2nd International Conference on Advanced Network Technologies and Intelligent Computing on 22.12.2022 to 24.12.2022 at Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi 

12. Reviewer on Second International Conference on Advancements in Electrical Electronics Communication Computing and Automation (ICAECA2023) on 16-17 June 23 at Kumaraguru College of Technology, Coimbatore 

   Subjects References:

22ITT52   - Machine Learning

Unitwise_Materials 

• Unit-1

• Unit-2 

• Unit-3 

• Unit-4 

• Unit-5 

22ITT34 - Information Theory and Coding

  Unitwise_Materials 

24ITC22 - Object Oriented Programming

Unitwise_Materials 

22ITT31 - DESIGN AND ANALYSIS OF ALGORITHMS

Unitwise_Materials(DAA) 

22ITC11- Scientific Computing 

• Flowchart 

•  HTML                 

• HTML Exercises     

• HTML Form 

• CSS 

• CSS Exercises 

• Git 

 22ITE25- Software Project Management

                -  SPM  PPT

                 - Introduction

                 - Project Planning

                 - Software Effort Estimation

                 - Activity Planning

                 - Risk Management

                 - Monitoring and Control

                 - Managing Contracts

Engineering  Economics and Management

• Unit-1(Micro Economics)

• Unit-II ( Macro Economics)

• Unit-III ( Marketing Management)  

• Unit-IV ( Operations Management) 

• Unit-V (Financial Management) 

• Taylor and Fayol Principles 

  22ITC41-  Programming in Python

• Unit-1( Python Basics) 

• Unit-2 (List,Tuples & Dictionary) 

• Unit-3 (Strings and Regular Expressions) 

• Unit-4 (Functions and Modules) 

• Unit-5 (Object Orientation, NumPy and Matplotlib) 

    Computational Science for Engineers

                -  Unit-1 (Modeling Process)  

                -  Unit-2 (Force and Motion)

                -  Unit-3 (System Dynamics Models)

                -  Unit-4 (Data Driven Model)

               -   Unit-5 (Matrix Model)    

 Essentials of Information Technology

             -    Unit-1_Python Programming - Basics 

            -     Unit-2 (OOPs Concept) 

             -    Unit-2_Use Case Diagram 

             -    Unit-2_Python MySQL Database Access 

             -   Unit-3_SQL-PPT 

             -   Unit-3_Normalization 

             -  Unit-4_Single_Row_Functions 

             - Unit-4_Multi_Row_Functions 

Digital Principles & Design

                   - Shift Register

                   -  PAL

                   -  Innovative Teaching (1)

                   -  OBE Photo

                   -  DPD Problems and Answers

                   -  DPD Answers

                   -  Assignment

                   -  Innovative Teaching(2)

  22ITT21-Digital Logic Principles and Design

                 - Complements

                 -  Subtraction( 1's Complement)

                 -  Subtraction (2's Complement)

                 -  Boolean Functions

                 - Boolean Simplifications

                 - Canonical Form

                 - Standard Forms

                 - Quine McCluskey Method or Tabular Method 

                 - NAND and NOR Implementation

                -  Solved Problems ( Unit-3)

                - Multiplexer Implementation

                - Analysis of Sequential Circuits

                - Design of Sequential Circuits

                - Flip Flop Conversion

                - Problems-Sequential Circuits

                - Counter

                - Shift Registers     

  Information Coding Techniques

                  -  JPEG Compression

                 -   Image Compression

                 -  Huffman Coding

                 -  Innovative  Teaching 

   Nature Inspired Optimization Techniques

                 -  Unit-I (Introduction) 

                 -  Unit- II (Computing Inspired By Nature)

                 -  Unit- III (Swarm Intelligence)

                 -  Unit- IV (Immuno Computing)

                 -  Unit-V (Computing with Natural Materials)