Publications

Consolidated details

Total publications: 70

International Journals: 41

National Journal: 05

International / National Conferences: 25

Book chapters: 01

Patents Granted: 01 

Funded projects: 01

List of International / National Journal publications

Web of Science and Scopus Indexed

1. Kanagaraj, S., M. S. Hema, and M. Nageswara Guptha. "An improved approach for early diagnosis of Parkinson’s disease using advanced DL models and image alignment." Automatika 65.3 (2024): 911-924

2. Kanagaraj, S., Hema, M.S. & Guptha, M.N. Optimized supervised learning approach to predict Parkinson’s disease with minimal attributes using PPMI Datasets. Multimed Tools Appl Volume 83, pages 48499–48520 (2024). https://doi.org/10.1007/s11042-023-17582-1

3. HM, Mahantesh, Nageswara Guptha M, and Hema MS. "QoS based Optimal Path Selection Using Adaptive Sparse Bayesian Find-Fix-Finish-Exploit-Analyze Based Extreme Learning Machine for SDN based IoT Networks." International Journal of Intelligent Engineering & Systems 16.5 (2023).

4. Mahantesh, H.M., Guptha, M.N. & Hema, M.S. Energy–QoS-Aware Data Communication and Optimal Path Selection in Software-Defined Networks Using EOMBA and IBSO. SN COMPUT. SCI. 4, 813 (2023). https://doi.org/10.1007/s42979-023-02253-7.

5. Hema, M. S., R. Maheshprabhu, K. Sudheer Reddy, M. Nageswara Guptha, and V. Pandimurugan. "Prediction analysis for Parkinson disease using multiple feature selection & classification methods." Multimedia Tools and Applications Volume 82, pages 42995–43012, (2023)

6. Pampapathi, B. M., Nageswara Guptha, and M. S. Hema. "Towards an effective deep learning-based intrusion detection system in the internet of things." Telematics and Informatics Reports 7 (2022): 100009

7. M. Thilagaraj, B. Dwarakanath, V. Pandimurugan, P. Naveen, M. S. Hema, S. Hariharasitaraman, N. Arunkumar, Petchinathan Govindan, "A Novel Intelligent Hybrid Optimized Analytics and Streaming Engine for Medical Big Data", Computational and Mathematical Methods in Medicine, vol. 2022, Article ID 7120983, 11 pages, 2022. https://doi.org/10.1155/2022/7120983

8. N. Arunkumar, V. Pandimurugan, M. S. Hema, H. Azath, S. Hariharasitaraman, M. Thilagaraj, Petchinathan Govindan, "A Versatile and Ubiquitous IoT-Based Smart Metabolic and Immune Monitoring System", Computational Intelligence and Neuroscience, vol. 2022, Article  9441357, 11 pages, 2022. https://doi.org/10.1155/2022/944135

9. Pandimurugan, V., D. Usha, M. Nageswara Guptha, and M. S. Hema (2021). "Random forest tree classification algorithm for predicating loan." Materials Today: Proceedings (Scopus).https://doi.org/10.1016/j.matpr.2021.12.322

10. M S, Hema., Niteesha Sharma, Y Sowjanya, Ch. Santoshini, R Sri Durga, & V. Akhila. (2021). Plant disease prediction using convolutional neural network. EMITTER International Journal of Engineering Technology, 9(2), 283-293. https://doi.org/10.24003/emitter.v9i2.640 (WoS)

11. Prema Arokia Mary, G., Suganthi, N., & Hema, M. S. (2019). A recapitalization on crypto jacking and end to end analysis of ransomware attacks. International Journal of Engineering and Advanced Technology, 8(6 Special Issue 3), 1582–1586. https://doi.org/10.35940/ijeat.F1291.0986S319

12. G.R., Gnaneshwari., Hema, M.S. and Lingareddy, S.C. (2021), "Authentication-based access control approach for enhancing security in pervasive computing environments", International Journal of Pervasive Computing and Communications, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJPCC-02-2021-0044

13. Mahantesh, H.M., Nageswara Guptha, M. & Hema, M.S. “Optimized Path and Reduced Rule Caching Cost for Software Defined Network (SDN) Based Internet of Things (IOT)”. Wireless Pers Commun 120, 2349–2365 (2021).  https://doi.org/10.1007/s11277-021-08698-4

14. Pampapathi B M, Nageswara Guptha M, M S Hema, “Malicious Node Detection and Energy-aware Optimal Routing in Wireless Sensor Networks using CD-LVQ and BMSSO Algorithms” Journal of Huazhong University of Science and Technology, Vol. 50 (3), 2021 pp. 1-17. https://app.box.com/s/nvzkj510hykqnv4gkr3o17ypu3yj0z8m

15. Pampapathi, B.M., Nageswara Guptha, M., Hema, M.S. Data distribution and secure data transmission using IANFIS and MECC in IoT. Journal of Ambient Intelligence and Humanized Computing (2021), Springer. https://doi.org/10.1007/s12652-020-02792-4, (SCIE), impact factor (4.59)

16. G.Prema Arokia Mary, N.Suganthi, M.S.Hema, M.Hari Dharshini, K.Vaishaali, M.Monika Sri, “Predicting Metamorphic Changes In Parkinson’s Disease Patients Using Machine Learning Algorithms”, Journal of Bioscience Biotechnology Research Communications, Special Issue Vol 13 (11) 2020,Pp-147-152  http://dx.doi.org/10.21786/bbrc/13.11/30

17. Kanagaraj, S., Hema, M. S., & Nageswara Gupta, M., “Normalisation and dimensionality reduction techniques to predict parkinson disease using ppmi datasets”, Oxidation Communications, 43(1), 2020, 117–134.

18. R Mahesh Prabhu,M S Hema, Srilatha Chepure, Nageswara Guptha, “Logistics Optimization in Supply Chain Management using Clustering Algorithms” , International Journal of Scalable Computing: Practice and Experience, Volume 21, Issue 1, 2020, pp. 107–114, DOI 10.12694:/scpe.v21i1.1628.

19. Kanagaraj, S., Hema, M.S., Nageswara Gupta, M. “Machine learning techniques for prediction of Parkinson’s disease using big data”, International Journal of Innovative Technology and Exploring Engineering, Volume 8, Issue 10, August 2019, Pages 3788-3791. DOI: 10.35940/ijitee.J9977.0881019 (SCOPUS)

20. Gnaneshwari, G.R., Hema, M.S, “Privacy in pervasive computing environment” International Journal of Recent Technology and Engineering, Vol.-8 Issue-4S3, pp. 2277-3878, July 2019, https://doi.org/10.35940/ijrte.B1173.0782S319 (SCOPUS)

21. S. Kanagaraj, M.S. Hema, M. Nageswara Gupta, “Environmental Risk Factors and Parkinson‟s Disease – A Study Report” International Journal of Recent Technology and Engineering, Vol.-7 Issue-4S2, pp. 412-41,2018 (SCOPUS)

22. R. Maheshprabhu, M.S Hema, G. Prema Arokia Mary, “Information System for Performance Improvement of Small and Medium Scale Enterprise” International Journal of Recent Technology and Engineering (IJRTE), Vol.-7 Issue-4S2, pp. 407-411,2018 (SCOPUS)

23.  Hema M.S., Maheshprabhu R., Nageswara Guptha M. (2018) Data Access in Heterogeneous Data Sources Using Object Relational Database. In: Venkataramani G., Sankaranarayanan K., Mukherjee S., Arputharaj K., Sankara Narayanan S. (eds) Smart Secure Systems – IoT and Analytics Perspective. ICIIT 2017. Communications in Computer and Information Science, vol 808. pp. 23-33 Springer, Singapore. DOI : https://doi.org/10.1007/978-981-10-7635-0_3 (SCOPUS)

24. Hema M S , Nageswara Guptha M, “Data fusion in data federation using modified discriminative Markov logic networks”, International Journal of Advanced and Applied Sciences, 2016, Vol.3, Issue 8, pp.78-84, DOI: 10.21833/ijaas.2016.08.013 (ESCI)

25. M.S. Hema, S. Chandramathi, “ Quality Aware Service Oriented Ontology Based Data Integration”,  WSEAS Transactions On Computers, 2013, vol. 12, issue 12, pp.463-473 (SCOPUS)

26. Hema M S, Chandramathi S, “Service Oriented Ontology Based Data Federation for Heterogeneous Data Sources”, Journal of Theoretical and Applied Information Technology, 2013, Vol.55, Issue No. 1, pp.126-136 (SCOPUS)

27. M.S.Hema, S.Chandramathi, “Federated Query Processing Service in Service Oriented Business Intelligence”, Computer networks and Information Technologies, Springer, 2011, vol.142, pp. 337-340. DOI: 10.1007/978-3-642-19542-6_62 (SCOPUS)

Others

28.  Prema Arokia Mary, G., N. Suganthi, and M. S. Hema. (2021) “Early Prediction of Parkinson’s Disease from Brain MRI Images Using Convolutional Neural Network." Journal of Medical Imaging and Health Informatics, Vol.11, Issue no. 12, pp:3103-3109. https://doi.org/10.1166/jmihi.2021.3897

29. Prema Arokia Mary G, Suganthi N, Hema M S, “A Critical Review on Parkinson’s Disease Due to Pesticide Exposure”, Strad Research, Vol. 8, Issue 5, 2021, pp:600-604

30. Shivaprakash Ranga, Dr. Nageswara Guptha M, Dr. Hema M S, “A Survey on Automatic Abnormalities Monitoring System for Log Files using Machine Learning”, Turkish Online Journal of Qualitative Inquiry (TOJQI) Vol.12, Issue 6, July, 2021 pp. 8386-8393

31. Hema M S, Srilatha Chepure and Maheshprabhu R, “Duplicate detection and completeness approach for end users’ data quality improvement in data federation” International Journal of Pure and Applied Mathematics, Vol.119 No. 16 2018, pp.5473-5483, 2018

32. M S Hema, R Maheshprabhu, S Shalini, “Parkinson’s Disease - A Survey”, Indian Journal of Scientific Research.  Vol.17 (2), pp. 584-587, 2018

33. R.Maheshprabhu, M S Hema, M.Nageswara Guptha, “ICT Solution to Small and Medium Scale Enterprises in India for Effective Business Management”, Indian Journal of Scientific Research.  Vol.17 (2), pp. 547-550, 2018

34. Lokesh A, Hema M S, Nageswara Guptha, “Structure for Analyzing and Detracting Negative Emotional Contamination in Online Social Networks”, Indian Journal of Scientific Research. Vol.17(2): pp.183-189, 2018

35. R.Kalaiselvi, V.P.Sumathi, M.S.Hema, “Universal Platform for Heterogeneous Mobile Applications to Retrieve Information”, Indian Journal of Scientific Research.  Vol.17 (2), pp. 177-180, 2018

36. S.Kanagaraj,  G. Prema Arokia Mary,  M. S. Hema, “Helping Hands - Anthropomorphic Robot Hand”,  Indian Journal of Scientific Research Vol.17 (2), pp. 168-171, 2018

37. Hema M S, Nageswara Gutpha M and Prema Arokia Mary, “An Efficient Approach for Analyzing and Improving Data Quality in Data Integration”, International Journal of Pure and Applied Mathematics Vol.116 No. 12,pp.107-115, 2017 Doi: 10.12732/ijpam.v116i12.12

38. Kiruthika B, Hema.M.S  “Exploration of Association Rules By Applying Automated Cogency”  International journal of scientific engineering and research, volume 7,issue 3,march 2016.

39. Kiruthika B, Hema.M.S  “Exploration of Association Rules”,  International Journal of Scientific & Engineering Research, Volume 7, Issue 3, March-2016, pp. 30-34

40. Pravithra CNS, Hema MS, Sumathi VP, “A Survey: Approaches to Enhance the Data Integration using Ontology and Methodologies to Improve Data quality”, International Journal for Scientific Research & Development| 2015 vol.3, Issue:05, pp.1485-1491.

41. M.S. Hema, S.Chandramathi, L. Sowmya Devi B. and Jaibarathi, “Data Fusion Using Ontology To Enhance Data Quality With Cache” International Journal of Applied Engineering Research, 2015, Vol.10, pp.13685-13695

42. Jaibarathi B, Sowmya Devi L, Hema M S , Dr. S. Chandramathi, “A Survey: Different Approaches for Building Ontology and Algorithms used in Cache Optimization”,  international Journal of Engineering Research & Technology (IJERT), 2014, Vol. 3 Issue 11,pp. 1659-1664

43. Sowmya Devi L, Jai Barathi B, Hema M.S. and S. Chandramathi , "A Survey: Different Approaches to Integrate Data Using Ontology and Methodologies to Improve the Quality of Data", International Journal of Computer Sciences and Engineering, 2014,vol-02, Issue-11, pp.126-131

44. Devini.k, M.S Hema, “Ontology Based Data Integration with User Feedback”, In International Journal of Scientific & Engineering Research, volume 5, issue 2, February-2014 ISSN 2229-5518

45. M.S. Hema, S. Chandramathi,   “Review on Ontology based Data Federation”,  International Journal of Research and Reviews in Computer Science (IJRRCS), Science Academy Publisher, United Kingdom, 2012, Vol. 3, pp.1508-1513

List of International / National Conference publications

International conference

1. Kanagaraj, S., M. S. Hema, M. Nageswara Guptha, and V. Namitha. "Detecting Parkinson's Disease with Image Classification." In 2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT), pp. 1-5. IEEE, 2022.

2. M. S. Hema, R. Maheshprabhu, M. Nageswara Guptha, P. A. Mary G and A. Sharma, "Prediction of Parkinson Disease using Autoencoder Convolutional Neural Networks," 2022 International Interdisciplinary Humanitarian Conference for Sustainability (IIHC), Bengaluru, India, 2022, pp. 236-239, doi: 10.1109/IIHC55949.2022.10060292

3. P. A. Mary G, Hema. M. S, Nageswara . Guptha. and etal. "A Machine Learning Approach to Detect Parkinson Disease Using Speech Signals," 2022 International Interdisciplinary Humanitarian Conference for Sustainability (IIHC), Bengaluru, India, 2022, pp. 240-244, doi: 10.1109/IIHC55949.2022.10060407.

4. Hema M S, Sowjanya, Niteesha Sharma and et. al..” Identification and Classification of Brain Tumor using Convolutional Neural Network with Autoencoder Feature Selection”,  International Conference on “Emerging Technologies in Computer Engineering,Springer, 2022

5. G. Prema Arokia Mary, M. S. Hema, R. Maheshprabhu and M. Nageswara Guptha, "Sentimental Analysis of Twitter Data using Machine Learning Algorithms," 2021 International Conference on Forensics, Analytics, Big Data, Security (FABS), 2021, pp. 1-5, doi: 10.1109/FABS52071.2021.9702681.

6. S. Kanagaraj, M. S. Hema and M. N. Guptha, "Performance analysis of Classification methods for Parkinson’s Disease with PPMI Dataset," 2021 International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA), 2021, pp. 1-5, doi: 10.1109/ICAECA52838.2021.9675588 (IEEE)

7. Guruprasad Y K, Nageswara Guptha M, Hema M S, “Peer to Peer Communication Between the Autonomous Vehicles Using Virtual Private Network”, Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India. DOI: 10.4108/eai.7-6-2021.2308857

8. . M.S. Hema, M.Nageswara Guptha, “ Service Oriented quality Driven Ontology based Data Federation with User Feedback”, in 2nd IEEE International Conference for Convergence in Technology, Pune, 7th to 9th of April, 2017.

9. Pravithra C.N.S,.Hema M.S, “Improvization on quality of data by handling missing values for mixed attribute data sets” in  International Conference 4th and 5th April 2016, Alagappa University, Karaikudi

10. M.S. Hema, S.Chandramathi, L. Sowmya Devi B. and Jaibarathi, “Data Fusion Using Ontology To Enhance Data Quality With Cache” International Conference on Applied Research and Engineering management, 27th and 28th, Feb 2015

11. Jaibarathi, L. Sowmya Devi, M.S. Hema, “Ontology Based Data Integration To Improve Data Quality With Cache” 16th IRF International Conference Pune, India, December 2014, , ISBN: 978-93-84209-74-2

12. Hema.M.S, S.Chandramathi “Data federation with quality of service using Markov Logic Networks” International Conference on Electrical, Instrumentation and Communication at Sri Krishna College of Technology, Coimbatore, 2nd and 3rd, January 2015

13. K.Saranya, M.S Hema, S. Chandramathi “Data Fusion in Ontology based Data Integration”, In Fourth IEEE international Conference on Information Communication and Embedded Systems(ICICES 2014) at S.A Engineering College,  27th and 28th  February 2014

14. D.Saravanakumar, M.S. Hema, “Storing Ontology in Object Relational Database”, Fifth International Conference Advances in Computer and Communication, Sun College of Engineering and Technology, 18th February 2013.

National Conference

15. Pravithra C.N. S,. Hema M.S, “Improvization on quality of data by handling missing values” National Conference 26th March 2016, Velalar college of Engineering and Technology, Erode.

16. Pravithra C.N. S, Hema M.S, “Improvization of quality of data using classification by handling missing values for the numerical data”, National Conference 18th March 2016, Adithya Institute of Technology, Coimbatore

17. B. Dharani Pathi, M.S Hema, “Data Quality in Data Integration”, In Fourth National Conference on Innovations in Information Technology (NCIIT 2013) Bannari Amman Institute of Technology, 21st February 2013

18. S.Leela, M.S. Hema, “Density conscious subspace clustering for high dimensional data”,  6th  national conference on networks, intelligence and computing systems(NTCS), SNS college of technology, 16th February  2012

19. S. Leela, M.S. Hema “Accuracy optimization for high dimensional data using dencos algorithm”, 3rd national conference on innovations in information technology (NCIIT) Bannari Amman Institute of Technology, 24and 25 February 2012

20. Ms.Priya, M.S.Hema, “ Ontology based data integration” National Conference on   Wireless sensor networks 2012, KCT, March 23th -24th,2012

21. T.Veni, M.S.Hema, “A Research On Automatic Web Services Composition And  Optimization Based On Qos” , National Conference on Service Oriented   Computing,NASOC 2011, KCT, March 24th -25th,2011

22. R.Kalaiselvi, M.S.Hema “Query Decomposition : Overview on bottom up approach to improve XML query processing” , National conference on distributed computing, KCT, Coimbatore, 29th and 30th of Jan 2010

23. Sujatha R, M.S. Hema “Data Federation Service – Oriented Architecture”, Third National Conference on Networks, Intelligence and Computing Systems NCNICS, SNS College of Technology, Coimbatore, 16th February 2009

24. Hema M.S, Mr. V. Vijilesh, “Mining Iceberg Cubes from Data Warehouse,” Fourth National Conference on Advances in Computer Engineering and Networking ACENET’08, PSNA College of Engineering & Technology, Dindigul, 15th March 2008.

25. Hema.M.S , “E-Cultivation using Data Mining”, Second national conference on data mining, PSNA College of Engineering & Technology, Dindigul, 4th april 2006

Book Chapter publication

1. Hema, M. S., Meena, K., Maheshprabhu, R., Guptha, M. N., & Mary, G. P. A. (2022). Parkinson Disease Prediction and Drug Personalization Using Machine Learning Techniques. In Industrial Internet of Things (pp. 57-82). CRC Press.