Dr. Nageswara Guptha M

International Conference Papers

• S. Kanagaraj, M. S. Hema, M. Nageswara Guptha and V. Namitha, "Detecting Parkinson's Disease with Image Classification," 2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT), Bangalore, India, 2022, pp. 1-5, doi: 10.1109/GCAT55367.2022.9971993.
• 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.
• Prema. A. Mary G, Hema. M. S, Nageswara Guptha. M, Maheshprabhu. R, Naveen. Vignesh. G and Aditi Sharma, "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.
• M.S. Hema, R. Maheshprabhu, M. Nageswara Guptha, A. Sampathkumar, J. Amudhavel, Similarity learning of Parkinsonism elicited from genetics and syndrome for pharmacotherapy decision making, Materials Today: Proceedings, 2021 https://doi.org/10.1016/j.matpr.2020.12.693
• MS Hema, R Maheshprabhu, Dr. Nageswara Guptha M, “Data Access in Heterogeneous Data Sources Using Object Relational Database”, International Conference on Intelligent Information Technologies, pp.23-33, 2017.
•  Hema M S and Dr. Nageswara Guptha M, “Service Oriented Quality Driven Ontology Based Data Federation with User Feedback”, Proceeding IEEE Second International Conference Convergence in Technology, 2017. (IEEE explorer)
• K. Megala, Nageswara Guptha M, “Heuristic Based Ranking Algorithm for Service Selection”, Proceeding National Conference in Advancements in Computing, 2013.
• R. Banu Priya, Nageswara Guptha M, “An efficient QoS Aware Service Discovery Methodology”, Proceeding National Conference in Advancements in Computing, 2013.

International Journal Papers

•  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 83, 48499–48520 (2024). https://doi.org/10.1007/s11042-023-17582-1
• Kanagaraj, S., Hema, M. S., & Guptha, M. N. (2024). An improved approach for early diagnosis of Parkinson’s disease using advanced DL models and image alignment. Automatika, 65(3), 911–924. https://doi.org/10.1080/00051144.2023.2284030
• Hema, M.S., Maheshprabhu, R., K. Sudheer Reddy, M. Nageswara Guptha & V. Pandimurugan Prediction analysis for Parkinson disease using multiple feature selection & classification methods. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-15280-6
• L. Sathish kumar, V. Pandimurugan, D. Usha, M. Nageswara Guptha, M.S. Hema, Random forest tree classification algorithm for predicating loan, Materials Today: Proceedings, Volume 57, Part 5, 2022, Pages 2216-2222, ISSN 2214-7853, https://doi.org/10.1016/j.matpr.2021.12.322. (https://www.sciencedirect.com/science/article/pii/S2214785321080585)
• Pampapathi, B.M., Nageswara Guptha, M. & Hema, M.S. Data distribution and secure data transmission using IANFIS and MECC in IoT. J Ambient Intell Human Comput 13, 1471–1484 (2022). https://doi.org/10.1007/s12652-020-02792-4.
• Pampapathi B M, Nageswara Guptha M, M S Hema, Towards an effective deep learning-based intrusion detection system in the internet of things, Telematics and Informatics Reports, Volume 7, 2022, 100009, ISSN 2772-5030, https://doi.org/10.1016/j.teler.2022.100009. (https://www.sciencedirect.com/science/article/pii/S277250302200007X)
• 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. (Scopus)
• BM Pampapathi, M Nageswara Guptha, & M.S Hema,. Data distribution and secure data transmission using IANFIS and MECC in IoT. Journal of Ambient Intelligence Humanized Computing (2021). https://doi.org/10.1007/s12652-020-02792-4
• R Maheshprabhu. G Hema, Srilatha Chepure, M Nageswara Guptha. Logistics Optimization in Supply Chain Management using Clustering, Page 11 of 13, Algorithms. Scalable Computing: Practice and Experience 2020, 21, 107–114.
• 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.( Indexed in SCOPUS)
• S Kanagaraj, M S Hema, M. Nageswara Guptha (2019), “Machine Learning Techniques for Prediction of Parkinson’s Disease using Bigdata”, International Journal Recent Trend Technology and Engineering, Volume 8, No. 10, pp. 3788-3791. (Indexed in SCOPUS)
• S Kanagaraj, M S Hema, M. Nageswara Guptha (2018), “Environmental Risk Factor and Parkinson’s Disease – A Study Report”, International Journal Recent Trend Technology and Engineering, Volume 7, No. 4S2, pp. 412-415. (Indexed in SCOPUS)
• Dr. J. Cynthia, C. Bharathi Priya, Dr. Nageswara Guptha M (2018), “IoT based Prisoner Escape Alert and Prevention system”, International Journal of Pure and Applied Mathematics, Volume 120 No. 6, pp.11543-11554.
• Hema M.S., Maheshprabhu R., Nageswara Guptha M, (2018), “Data Access in Heterogeneous Data Sources Using Object Relational Database”, Communications in Computer and Information Science, vol 808. Springer, Singapore. (Indexed in SCOPUS)
• Hema M.S., Nageswara Guptha M (2017), 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. (Indexed in SCOPUS)
• Shivaprakash Ranga, Balakrishnan K and Dr. Nageswara Guptha M, “Anonymizing Sensitive based Attributes using Hadoop Framework”, Indian Journal of Science and Technology, 2017, Vol.10, No.10, pp 1-5. (Indexed in Web of Science)
• Balakrishnan K, Shivaprakash Ranga and Dr.Nageswara Guptha M, “ A Survey on Different Edge Detection Techniques for image segmentation” Indian Journal of Science and Technology, 2017, Vol.10, No.4, pp 1-8. (Indexed in Web of Science)
• Hema M S and Nageswara Guptha M, “Data fusion in data federation using modified discriminative Markov logic networks” International Journal of Advanced and Applied Sciences, 2016, Vol. 3, No. 8 pp. 78-84. (Indexed in Web of Science) DOI: 10.21833/ijaas.2016.08.013 (Indexed in ESCI)
•  M. Nageswara Guptha, A. Chitra, “An Efficient Service Composition using Frequent Service Sequence Patterns over Extended Web Service Architecture”, International Journal of Information and Page 10 of 13 Communication Technology, Inderscience Enterprises, 2016, Vol. 9, No. 1 pp. 1-16. (Indexed in SCOPUS)
• A. Chitra, M. Nageswara Guptha, “QoS aware Adaptive Service Composition”, Research Journal of Applied Sciences, Engineering and Technology, Maxwell Scientific Organization, 2014, Vol 7, No. 19, pp. 4072-4078. (Indexed in SCOPUS)
• M. Nageswara Guptha, A. Chitra, “An Efficient and Optimized Service Discovery Methodology for Service Oriented Business Intelligence”, International Review on Computers and Software, Praise Worthy Prize Publication, 2013, Vol 8, No. 9, pp. 2187-2196. (Indexed in SCOPUS)

Awarded

• Aquarium / Aqua Culture Pond to Aquaponics Convertor for Indoor and Outdoor Farming / Gardening. (No. 201841031047A)

Published

• Why to wait reach smart using intermodal Transportation system in Metro Cities. (No. 201841037670A)
• Meter to Meter animal intruder and Fire Detection intimation system for villages surrounded by the forest. (No. 201841043967A)
• Grill Doors alignment to the train compartment doors on the railway platform. (No. 201941005943A)
• Grill Doors alignment to the train compartment doors on the railway platform. (No. 201941005943A)

Design Awarded

• Renewable energy based green hydrogen producer (No. 409480-001)
• Glass Cleaning Equipment (No. 374707-001)