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Dr. S. Subbulakshmi

Assistant Professor (Sr. Gr.), School of Computing, Amritapuri

Qualification: MCA, MPhil, Ph.D
subbulakshmis@am.amrita.edu
Google Scholar Profile
ResearchGate Profile
Scopus Author ID
Research Interest: Contextual Based System, Health Care System for Elderly; Kids using AI, Intelligent Systems in Agricultural Domain, Knowledge Based System using Semantic Web Technologies; Knowledge Graphs, Recommendation and Prediction using Machine Learning and Deep Neural Networks, Text Analysis using NLP

Bio

Dr. S. Subbulakshmi is working as Assistant Professor (Sr.Gr.) and have 20 years of teaching experience in the Computer Science Department and have 2 years of Industrial experience. Her doctoral thesis research work mainly focused on the use of semantic web technologies and artificial intelligence techniques to enhance the quality of services in content delivery. Currently she is focused on research work for creating contextual based systems in the medical and agricultural domains using natural language processing, machine learning, knowledge graphs and image processing.

Publications

Journal Article

Year : 2022

Web Service Composition using Markov Decision Process and Long Short Term Memory

Cite this Research Publication : Subbulakshmi S, Hemant P Hareesh, Rahul R. N., "Web Service Composition using Markov Decision Process and Long Short Term Memory", NeuroQuantology, July 2022, Volume 20, Issue8, Page 6952-6963, doi:10.14704/nq.2022.20.8.NQ44721

Publisher : NeuroQuantology

Year : 2022

Systematic Cardiovascular Disorder Identification Using Machine Learning Algorithms

Cite this Research Publication : Subbulakshmi, S., and K. V. Adarsh. "Systematic Cardiovascular Disorder Identification Using Machine Learning Algorithms." Specialusis Ugdymas 1.43 (2022): 8615-8627.

Publisher : Specialusis Ugdymas

Year : 2022

Optimized Dialogue System using Conceptual Based Natural Language Understanding

Cite this Research Publication : Subbulakshmi S., Anupriya P., Reshma Raveendran (2022), "Optimized Dialogue System using Conceptual Based Natural Language Understanding," Neuro Quantology, August 2022, Volume 20, Issue 10, Page 8259-8270, doi:10.14704/nq.2022.20.10. NQ55811.

Publisher : Neuro Quantology

Year : 2019

Automated analytical model for content based selection of web services

Cite this Research Publication : S. Subbulakshmi, Ramar, K., Omanakuttan, A., and Sasidharan, A., “Automated analytical model for content based selection of web services”, Communications in Computer and Information Science, vol. 968, pp. 309-321, 2019

Publisher : Communications in Computer and Information Science

Year : 2018

PLING Adaptive Opportunity Checking of Web Service with Recommendation System

Cite this Research Publication : S. Subbulakshmi, Rahul Varma U., and Nair, S., “PLING Adaptive Opportunity Checking of Web Service with Recommendation System”, International Journal of Pure and Applied Mathematics, vol. 119, 16 vol., pp. 247-253, 2018

Publisher : International Journal of Pure and Applied Mathematics

Conference Paper

Year : 2022

Optimized Web Service Composition Using Evolutionary Computation Techniques

Cite this Research Publication : Subbulakshmi, S., Ramar, K., Saji, A.E., Chandran, G. (2021), "Optimized Web Service Composition Using Evolutionary Computation Techniques," In: Hemanth, J., Bestak, R., Chen, J.IZ. (eds) Intelligent Data Communication Technologies and Internet of Things. Lecture Notes on Data Engineering and Communications Technologies, vol 57. Springer, Singapore. https://doi.org/10.1007/978-981-15-9509-7_38

Publisher : Springer

Year : 2022

Rule Based Medicine Recommendation for Skin Diseases Using Ontology with Semantic Information

Cite this Research Publication : Subbulakshmi, S., Hari, S.S., jyothi, D. (2022), "Rule Based Medicine Recommendation for Skin Diseases Using Ontology with Semantic Information," In: Singh, M., Tyagi, V., Gupta, P.K., Flusser, J., Ören, T. (eds) Advances in Computing and Data Sciences. ICACDS 2022. Communications in Computer and Information Science, vol 1613. Springer, Cham. https://doi.org/10.1007/978-3-031-12638-3_31

Publisher : Springer

Year : 2022

Prediction of Priority to Individual for COVID Vaccine Distribution Using Soft Computing Techniques

Cite this Research Publication : Subbulakshmi, S., Nambiar, A.R., Arun, A.K., Al Faizi, F., Harish, V.N. (2022), "Prediction of Priority to Individual for COVID Vaccine Distribution Using Soft Computing Techniques," In: Shakya, S., Du, KL., Haoxiang, W. (eds) Proceedings of Second International Conference on Sustainable Expert Systems . Lecture Notes in Networks and Systems, vol 351. Springer, Singapore. https://doi.org/10.1007/978-981-16-7657-4_15

Publisher : Springer

Year : 2022

Knowledge-Based Medicine Recommendation Using Domain Specific Ontology

Cite this Research Publication : Subbulakshmi, S., Ramar, Jyothi, D., Hari, S.S. (2022), "Knowledge-Based Medicine Recommendation Using Domain Specific Ontology," In: Karrupusamy, P., Balas, V.E., Shi, Y. (eds) Sustainable Communication Networks and Application. Lecture Notes on Data Engineering and Communications Technologies, vol 93. Springer, Singapore. https://doi.org/10.1007/978-981-16-6605-6_14

Publisher : Springer

Year : 2022

COVID Emergency Handlers to Invoke Needful Services Dynamically with Contextual Data

Cite this Research Publication : Subbulakshmi, S., Narayanan, H.V., Adarsh, R.N., Faizi, F., Arun, A.K. (2022). COVID Emergency Handlers to Invoke Needful Services Dynamically with Contextual Data. In: Ranganathan, G., Bestak, R., Palanisamy, R., Rocha, Á. (eds) Pervasive Computing and Social Networking. Lecture Notes in Networks and Systems, vol 317. Springer, Singapore. https://doi.org/10.1007/978-981-16-5640-8_36

Publisher : Springer

Year : 2020

Methodologies for selection of Quality Web Services to Develop Efficient Web Service Composition

Cite this Research Publication : S. Subbulakshmi, A. E. Saji and G. Chandran, "Methodologies for selection of Quality Web Services to Develop Efficient Web Service Composition," 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), 2020, pp. 238-244, doi: 10.1109/ICCMC48092.2020.ICCMC-00045.

Publisher : IEEE

Year : 2020

Mobile Ambulance Management Application for Critical Needs

Cite this Research Publication : P. Devigayathri, R. Amritha Varshini, M. Pooja and S. Subbulakshmi, "Mobile Ambulance Management Application for Critical Needs," 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), 2020, pp. 319-323, doi: 10.1109/ICCMC48092.2020.ICCMC-00060.

Publisher : IEEE

Year : 2019

Enhanced Ranking of Websites Based on Credibility Evaluation

Cite this Research Publication : S. Subbulakshmi, A. Gopika and L. Thomson, "Enhanced Ranking of Websites Based on Credibility Evaluation," 2019 International Conference on Communication and Electronics Systems (ICCES), 2019, pp. 2035-2040, doi: 10.1109/ICCES45898.2019.9002116.

Publisher : IEEE

Year : 2019

A QoS Value Prediction for Web Services Using Ethical User Identification

Cite this Research Publication : S. Subbulakshmi, A. Arjun and K. Jayaraj, "A QoS Value Prediction for Web Services Using Ethical User Identification," 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 2019, pp. 1605-1609, doi: 10.1109/ICICICT46008.2019.8993366.

Publisher : IEEE

Year : 2019

Contextual Aware Dynamic Healthcare Service Composition Based on Semantic Web Ontology

Cite this Research Publication : S. Subbulakshmi, A. Krishnan and R. Sreereshmi, "Contextual Aware Dynamic Healthcare Service Composition Based on Semantic Web Ontology," 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 2019, pp. 1474-1479, doi: 10.1109/ICICICT46008.2019.8993303.

Publisher : IEEE

Year : 2019

Automated Analytical Model for Content Based Selection of Web Services

Cite this Research Publication : Subbulakshmi, S., Ramar, K., Omanakuttan, A., Sasidharan, A. (2019). "Automated Analytical Model for Content Based Selection of Web Services," In: Thampi, S., Marques, O., Krishnan, S., Li, KC., Ciuonzo, D., Kolekar, M. (eds) Advances in Signal Processing and Intelligent Recognition Systems. SIRS 2018. Communications in Computer and Information Science, vol 968. Springer, Singapore. https://doi.org/10.1007/978-981-13-5758-9_26

Publisher : Springer

Year : 2018

Web Service Recommendation Based on Semantic Analysis of Web Service Specification and Enhanced Collaborative Filtering

Cite this Research Publication : S. Subbulakshmi, Ramar, K., Shaji, A., and Prakash, P., “Web Service Recommendation Based on Semantic Analysis of Web Service Specification and Enhanced Collaborative Filtering”, in Intelligent Systems Technologies and Applications, Cham, 2018

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing

Year : 2018

Optimized QoS Prediction of Web Service using Genetic Algorithm and Multiple QoS Aspects

Cite this Research Publication : S. Subbulakshmi, Ramar, K., Krishna, V. C. K., and Sanjeev, S., “Optimized QoS Prediction of Web Service using Genetic Algorithm and Multiple QoS Aspects”, in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2016

Implementation of Adaptive Framework and WS Ontology for Improving QoS in Recommendation of WS

Cite this Research Publication : S. Subbulakshmi, Ramar, K., Renjitha, R., and Sreedevi, T. U., “Implementation of Adaptive Framework and WS Ontology for Improving QoS in Recommendation of WS”, in The International Symposium on Intelligent Systems Technologies and Applications, Intelligent Systems Technologies and Applications 2016, Cham, 2016

Publisher : The International Symposium on Intelligent Systems Technologies and Applications, Intelligent Systems Technologies and Applications 2016

Conference Proceedings

Year : 2016

Web services QoS prediction basedon dynamic non-functional quality factors and WS-security policy specification of web service

Cite this Research Publication : S. Subbulakshmi, Ramar, Ka, Krishnan, RaArya, and Divya, Sb, “Web services QoS prediction basedon dynamic non-functional quality factors and WS-security policy specification of web service”, Second International Conference on Computer paradigms(ICCP 2016), International Journal of Control Theory and Applications, vol. 9. International Science Press., pp. 4591-4601, 2016

Publisher : Second International Conference on Computer paradigms(ICCP 2016), International Journal of Control Theory and Applications, International Science Press.

Qualification
  • Ph. D. Computer Science (2018) – Manonmanium Sundaranar University, Tirunelveli, Tamil Nadu.
    Enhancing Content Delivery of Web Services by assessing the QoS (Quality Of Service) of different web services using Semantic Web technologies and Machine Learning.
  • MCA (1994) – Department of Computer Science, Manonmanium Sundaranar University, Tirunelveli, Tamil Nadu.
  • M. Phil (CS) (2008) – Bharathidasan University, Trichy.
PhD Students
  • Student Name: E. Kasturi
    Topic: Epilepsy prediction and prevention using Deep Learning techniques.
Courses Taught
  • Service Oriented Architecture
  • Software Engineering and Design Patterns
  • Semantic Web Technologies
  • Soft Computing
  • Internet Programming
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