Sponsored Research

Title: Development of Automatic Agricultural Environment Monitoring System using Multi- tier Wireless Sensor Networks in Tiruvallur District

Agency: Department of Science and Technology (DST), New Delhi

Cost: Rs.19,99,351

Research Area: Wireless Sensor Networks, IoT 

List of Publications 

1. Sugumar, R., Assessing Learning Behaviors Using Gaussian Hybrid Fuzzy Clustering (GHFC) in Special Education Classrooms, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, March 2023, 14(1), pp. 118–125. (IF: 2.2)

2. Sugumar, R., Estimating social distance in public places for COVID-19 protocol using region CNN, Indonesian Journal of Electrical Engineering and Computer Science, 30(1), pp.414-424, April 2023. (IF: 3.2)

3. Sugumar, R., User Activity Analysis Via Network Traffic Using DNN and Optimized Federated Learning based Privacy Preserving Method in Mobile Wireless Networks, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 14(2), pp. 66–81, June 2023. (IF: 2.7)

4. Sugumar.R, Generic Edge Computing System for Optimization and Computation Offloading of Unmanned Aerial Vehicle, Journal of Computers and Electrical Engineering, June 2023. (IF: 4.5)

5. Sugumar.R, Improved Particle Swarm Optimization With Deep Learning-Based Municipal Solid Waste Management In Smart Cities, Revista de Gestao Social e Ambiental, 17(4), July 2023.  (IF: 2.1).

6. Sugumar, R., Migration Letters, Real-time Migration Risk Analysis Model for Improved Immigrant Development Using Psychological Factors, Volume: 20, No: 4, pp. 33 - 42, July 2023. (IF: 3.1).

7. R.Sugumar, Apprehending the Effect of Internet of Things (IoT) enabled big data processing through multi network in Supporting High quality food products to reduce Breast Cancer, Journal of Food Quality, May 2022. (IF: 3.2)

8. R.Sugumar, Cyclic GAN Model to Classify Breast Cancer Data for Pathological Healthcare Task, BioMed Research International Journal, July 2022. (IF: 3.12)

9. R.Sugumar, CNN-Based Cross-Modal Residual Network for Image Synthesis, BioMed Research International Journal, August 2022. (IF: 3.12)

10. R.Sugumar, Breast Cancer Pathological Image Classification Based on the Multiscale CNN Squeeze Model, Journal of Computational Intelligence and Neuroscience, September 2022. (IF: 3.12).

11. R.Sugumar, Vibration signal diagnosis and conditional health monitoring of motor used in Biomedical Application Using Internet of Things Environment, The IET Journal of Engineering , October 2022. (IF: 2.58)

12. R.Sugumar, Building a distributed K-Means model for Weka using remote method invocation, Concurrency and Computation Practice and Experience, Volume 31, Issue 5, July 2019. [IF 1.536]

13. M.Sabin Begum, R.Sugumar, Novel entropy based approach for cost-effective privacy preservation of intermediate datasets in cloud., Cluster Computing, The Journal of Networks, Software Tools and Application. [Springer], Volume 12, Issue 2, pp.121-132, October 2017. [IF 1.851]

14. R.Sugumar, A.Rengarajan, C.Jayakumar, Trust based authentication technique for cluster based vehicular ad hoc networks, The Journal of Mobile Communication, Computation and Information [Wireless Networks], Volume 22, Issue 6, pp.615-624, August 2016. [IF 2.405]

15. R.Sugumar, A.Rengarajan, A Technique To Stock Market Prediction Using Fuzzy Clustering and Artificial Neural Networks, Computing and Informatics Journal, Volume 33, Issue 5, pp.992-1024, March 2015. [IF: 0.524]

16. A.Rengarajan, R.Sugumar, Secure Verification Technique for Defending IP Spoofing Attacks, The International Arab Journal of Information Technology,  Volume 13, Issue 2, pp.302-309, March 2016. [IF: 0.742]

17.  1.J.Sasidevi, R.Sugumar, Fuzzy C-means Clustering and Elliptic Curve Cryptography using privacy preserving in cloud, International Journal of Business Intelligence and Data Mining, Volume 15, Issue 3, pp.273-287, July 2019.  [Scopus Indexed , IF: 0.61]

18.  B.Vijayalakshmi, R.Sugumar, Rough set theory based feature selection and FGA-NN classifier for medical data classification, International Journal of Business Intelligence and Data Mining, Volume 14, Issue 3, pp.322-358, Feb 2019. [Scopus Indexed , IF: 0.61]

19.  Kettari T, Sugumar R, Privacy preserving data mining using hiding maximum utility item first algorithm by means of grey wolf optimisation algorithm, International Journal of Business Intelligence and Data Mining, Volume 14, Issue 3,Feb 2019.  [Scopus Indexed , IF: 0.61]

20.  S.Jagadish, R.Sugumar, Optimal Knowledge Extraction technique based on hybridization of improved artificial bee colony algorithm and cuckoo search algorithm, International Journal of Business Intelligence and Data Mining, Volume 11, Issue 4, pp.221-232, November 2017. [Scopus Indexed, IF: 0.61]

21.  Kettari T, Sugumar R, Krill Based Optimal High Utility Item Selector (OHUIS) for Privacy Preserving Hiding Maximum Utility Item Sets, International Journal of Intelligent Engineering & Systems, Vo.10, Issue 6, July 2017. [Scopus Indexed, IF: 1.17]

22.  K.Shanumgapriya, R.Sugumar,  An effective encryption algorithm for multi-keyword-based top-K retrieval on cloud data, International Journal of Business Intelligence and Data Mining, Volume 12, Issue 1, pp.126-134, January 2017. [Scopus Indexed , IF: 0.61]

23.  K. Anbazhagan, R.Sugumar, A Proficient Two Level Security Contrivances for Storing Data in Cloud, Vol.9, Issue 48, October 2016. [Scopus Indexed , IF: 0.271].

 24.  M.Sabin Begum, R.Sugumar, "Conditional Entropy with Swarm Optimization Approach for Privacy Preservation of Datasets in Cloud", Indian Journal of Science and Technology, Vol.9, Issue 28, July 2016 [Scopus Indexed , IF: 0.271].

25.  R.Natarajan, R.Sugumar, "Highly Secure Trust Based Multicast Tree Routing Protocol for MANET", Journal of Advanced Research in Dynamical & Control Systems, Vol.9, Issue 3, March 2017 [Scopus Indexed, IF: 0.31]

26.  S.Jagadeesh, R.Sugumar, "Optimal Knowledge Extraction System Based on GSA and AANN", International Journal of Control Theory and Applications, Vol.10, Issue 12, pp.153-162, December 2017. [Scopus Indexed, IF: 0.31]

27.  M.Amutha, R.Sugumar, "Design of a Predictive Model for Congenital Heart Disease Using Neural Networks", Middle-East Journal of Scientific Research, Vol.24, Issue 1, pp.120-127, January 2016. [Scopus Indexed]

28.  R.Sugumar, B.Murgurgeshwari, “An Efficient MChord based Authentication for Vehicular Ad-Hoc Networks”, Middle-East Journal of Scientific Research, Vol.24, Issue 8, August 2016. [Scopus Indexed, Impact Factor: 0.38]

29.  R.Sugumar, A.Rengarajan, “Design a Weight Based Sorting Distortion Algorithm for Privacy Preserving Data Mining”, Middle-East Journal of Scientific Research, Vol. 23, No. 3, March 2015.

30.  R.Sugumar, A.Rengarajan, C.Jayakumar “Enhancement of K-Anonymity To Privacy Preserving Data Mining Using Association Rule Hiding Algorithm”, International Journal of Applied Engineering Research, Vol. 9, No. 24, pp. 26351-26364, November 2014. [Impact Factor: 0.271, Indexed by Scopus]

31.  R.Sugumar, A.Rengarajan, C.Jayakumar, Determining the Existence of Quantitative Association Rule Hiding in Privacy Preserving Data Mining, International Journal of Advanced Research in Computer and Communication Engineering, Vol.1, Issue 2, April 2012, pp.104-109.

32.  R.Sugumar, C.Jayakumar, A.Rengarajan, “An Efficient Blocking Algorithm for Privacy Preserving Data Mining”, International Journal of Computing, USA, Vol. 3, Issue. 8, pp. 73-77, August 2011. [Impact Factor: 0.21]

33.  J.Sasidevi, Dr. R. Sugumar, P. Shanmuga Priya, New-Multi-Phase Distribution Network Intrusion Detection , International Journal of Advanced Research in  Computer Science and Software Engineering, Volume 5, Issue 3, March 2015, pp.1277-1280. 

34.  P.Shanmuga Priya , Dr. R.Sugumar, J.Sasidevi, "Multi-Keyword Based Data Retrieval on Encrypted Cloud Data using DES", International Journal OF Research Science and Engineering, Volume 2, Issue 7, July 2015, pp.1-5.

35.  A.Rengarajan, R.Sugumar, “Security Issues in P2P Network using Analysis of Streaming Services”, International Journal of Computer Science and Technology, Vol. 3, Issue. 2, pp. 229-232, April – June 2012.

36.  A.Rengarajan, C.Jayakumar, R.Sugumar,  “Privacy and Security in distributed systems using Three-Factor Authentication”, International Journal of Computing, USA Vol. 3, Issue. 9, pp. 1-7, August 2011. [Impact Factor: 0.21]

 Patents

1. R.Sugumar, A Technique to Stock Market Prediction Using Fuzzy Clustering And Artificial Neural Networks, 201741042356A, May 2019.

2. R.Sugumar, Prediction of Threshold Value For Cloud Storage Security Parameter By Efficient Means of Asso Genetic Algorithm, 202041024434A, June 2020.

Publication in Book Chapters

1. R.Sugumar, Comprehensive and Comparative Study of Efficient Location Tracking Based on Apriori and Dijkstra Algorithms, Lecture Notes on Data Engineering and Communications Technologies, March 2020, 49, pp. 48–59, ISSN-2367-4520 (Springer).

2. R.Sugumar, Effective Record Search and Update Using Design Patterns - A Case Study of Blood Bank Mobile Application, Lecture Notes on Data Engineering and Communications Technologies, March 2020, 49, pp. 39–47, ISSN-2367-4520 (Springer).

Participation in National & International Level Conferences

1. International Conference on Research Advancements & Challenges in Engineering Sciences (ICRACE’20), Velammal Institute of Technology, titled “Detection Of Potato Plant Disease Using CNN”, International Conference on Research Advancements & Challenges in Engineering Sciences (ICRACE’20) on 6th March 2020.

2. International Conference on Com0uter Networks, Big Data and IoT (ICCBI’19), Vaigai College of Engineering, Madurai, titled “Effective Record Search And Update Using Design Patterns - A Case Study Of Blood Bank Mobile Application, 19th December 2019.

3. International Conference on Computer Networks, Big Data and IoT (ICCBI’19), Vaigai College of Engineering, Madurai, titled “Comprehensive and Comparative Study of Efficient Location Tracking Based on Apriori and Dijkstra Algorithms, 19th December 2019.

4. National Conference on Data Science and Intelligent Information Technology (NCDSIIT’19) titled “Trip Analysis Using Modern Ticketing” RIT, Chennai on 11th March 2019.

5. International Conference on “Cloud Computing and Services” at Saveetha Engineering College titled “Privacy and Security in distributed systems using Three-Factor Authentication” on 14th to 16th December 2011.

6. International Conference on “Cloud Computing and Services” at Saveetha Engineering College titled “Improving the performance of Blocking algorithm using association rule hiding” on 14th to 16th December 2011.

7. National Conference on “Emerging Trends in Informatics and Computing” at Prathyusha Institute of Technology and Management- “Determining the Existence of Quantitative Association Rules in Data Mining” on 15th December ’11.

8. National Conference on “Information Communication Engineering” at Easwari Engineering College- “Message Authentication in Constrained Communication Environments” on 23rd April ’10.

9. National Conference on “Wireless Technologies For Urban Security” at Sri Venkateswara College Of Engineering and Technology - “Routing With Scalability in Delay Tolerant Networks” on 9th April ’10.

10. National Conference on “Emerging Trends In Computer Applications” at Sree Sastha Institute Of Engineering & Technology - “Efficient Multicasting In Non Co-Operative Envioronment” on 26th March ’10.

11. National Conference on “Information Processing” at AMC Engineering College - “Delay Tolerant Compression & Encryption For Object Tracking Sensor Networks- 24th March ’10.

12. National Conference on “Emerging Trends In Computer Applications” at Sriram Engineering College - “Document Classification In Information Retrieval System By Distributed P2P Clustering “ - 04th March ’10.

13. National Conference on Emerging Trends in Computing and Networks held in K.L.N.Engineering College- “Privacy Protection in Weakly and Strongly Malicious Adversaries” – March’09.