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Dr. S. Santhanalakshmi

Assistant Professor (Sl. Gd.), Department of Computer Science and Engineering, School of Computing, Bengaluru.

Qualification: BE, Ph.D
s_lakshmi@blr.amrita.edu
Google Scholar Profile
Scopus Author ID
Research Interest: AI in Health Care, AI in Agriculture, Neural Machine Translation (NMT), Topic Modelling

Bio

Dr. S. Santhanalakshmi is currently serving as an Assistant Professor (Selection Grade) with over 25 years of academic and research experience. She earned her Ph.D. in 2018, building a strong foundation in her field through rigorous research and a commitment to educational excellence.

Publications

Conference Paper

Year : 2025

Explainable AI Solutions for Emotion Understanding in Autism Spectrum Disorder

Cite this Research Publication : Ayain John, S. Santhanalakshmi, Explainable AI Solutions for Emotion Understanding in Autism Spectrum Disorder, Scopus, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-97-9523-9_22

Publisher : Springer Nature Singapore

Year : 2024

A Novel Approach to Enhance the Topic Modeling Using Graph with BERT Embeddings

Cite this Research Publication : Renuka Rajendra B, S Santanalakshmi, A Novel Approach to Enhance the Topic Modeling Using Graph with BERT Embeddings, Scopus, IEEE, 2024, https://doi.org/10.1109/CSITSS64042.2024.10816914

Publisher : IEEE

Year : 2024

Exploring the Landscape of Lung Diseases: A Comprehensive Literature Survey

Cite this Research Publication : E. Soumya, S. Santhanalakshmi, Exploring the Landscape of Lung Diseases: A Comprehensive Literature Survey, Scopus, IEEE, 2024, https://doi.org/10.1109/ICECA63461.2024.10800751

Publisher : IEEE

Year : 2024

Enhancing Breast Cancer Diagnosis with Statistical Features using Support Vector Machines

Cite this Research Publication : Nikita Sharma, Diya Dubey, S. Santhanalakshmi, Enhancing Breast Cancer Diagnosis with Statistical Features using Support Vector Machines, Scopus, IEEE, 2024, https://doi.org/10.1109/ICECA63461.2024.10801052

Publisher : IEEE

Year : 2024

Chatbot to chat with medical books using Retrieval-Augmented Generation Model

Cite this Research Publication : Sai Deepa Bhavani Peri, S Santhanalakshmi, Radha Radha, Chatbot to chat with medical books using Retrieval-Augmented Generation Model, Scopus, IEEE, 2024, https://doi.org/10.1109/NKCon62728.2024.10774900

Publisher : IEEE

Year : 2024

Empowering Linguistic Diversity: Bridging Cultures through Neural Machine Translation from Dzongkha to Hindi

Cite this Research Publication : Tania Ganguly, S Santhanalakshmi, Peeta Basa Pati, Empowering Linguistic Diversity: Bridging Cultures through Neural Machine Translation from Dzongkha to Hindi, Scopus, IEEE, 2024, https://doi.org/10.1109/ICCCNT61001.2024.10725432

Publisher : IEEE

Year : 2024

Visio-Voice Transforming Images into Sound for the Visually Impaired

Cite this Research Publication : Gogineni Ashrith Sai, Kondareddy Balaji Reddy, Kothuru Gurunadh, Thanakanti Ganesh Madhav, S. Santhanalakshmi, Visio-Voice Transforming Images into Sound for the Visually Impaired, Scopus, IEEE, 2024, https://doi.org/10.1109/ICITEICS61368.2024.10625333

Publisher : IEEE

Year : 2024

Fine-Tuned T5 for Auto-Grading of Quadratic Equation Problems

Cite this Research Publication : Roshni M Balakrishnan, Peeta Basa Pati, Rimjhim Padam Singh, Santhanalakshmi S, Priyanka Kumar, Fine-Tuned T5 for Auto-Grading of Quadratic Equation Problems, Scopus, Elsevier BV, 2024, https://doi.org/10.1016/j.procs.2024.04.206

Publisher : Elsevier BV

Year : 2023

News Article Topic Classification Using Embeddings

Cite this Research Publication : Sandhiya. B, S. Santhanalakshmi, News Article Topic Classification Using Embeddings, Scopus, IEEE, 2023, https://doi.org/10.1109/ICCCNT56998.2023.10306603

Publisher : IEEE

Year : 2022

Early Detection of Brain Tumor and Survival Prediction Using Deep Learning and An Ensemble Learning from Radiomics Images

Cite this Research Publication : Puneet Jain, S. Santhanalakshmi, Early Detection of Brain Tumor and Survival Prediction Using Deep Learning and An Ensemble Learning from Radiomics Images, Scopus, IEEE, 2022, https://doi.org/10.1109/GCAT55367.2022.9971932

Publisher : IEEE

Year : 2022

Caption Generation for Images with Deep Neural Networks

Cite this Research Publication : Anusha Anil, S. Santhanalakshmi, Caption Generation for Images with Deep Neural Networks, Scopus, IEEE, 2022, https://doi.org/10.1109/CONIT55038.2022.9847841

Publisher : IEEE

Year : 2022

Diagnosing Covid-19 and Pneumonia from Chest CT-Scan and X-Ray Images Using Deep Learning Technique

Cite this Research Publication : Puneet Jain, S. Santhanalakshmi, Diagnosing Covid-19 and Pneumonia from Chest CT-Scan and X-Ray Images Using Deep Learning Technique, Scopus, IEEE, 2022, https://doi.org/10.1109/CONIT55038.2022.9848214

Publisher : IEEE

Year : 2022

Sentiment Analysis Of Amazon Fine Food Reviews

Cite this Research Publication : Sruthi Yarkareddy, T. Sasikala, S. Santhanalakshmi, Sentiment Analysis Of Amazon Fine Food Reviews, Scopus, IEEE, 2022, https://doi.org/10.1109/ICSSIT53264.2022.9716410

Publisher : IEEE

Year : 2022

Diabetic Retinopathy Detection Using Deep Learning Models

Cite this Research Publication : Kanakaprabha, S., Radha, D., Santhanalakshmi, S. (2022). Diabetic Retinopathy Detection Using Deep Learning Models. In: Karuppusamy, P., García Márquez, F.P., Nguyen, T.N. (eds) Ubiquitous Intelligent Systems. ICUIS 2021. Smart Innovation, Systems and Technologies, vol 302. Springer, Singapore. https://doi.org/10.1007/978-981-19-2541-2_7

Publisher : International Conference on Ubiquitous Computing and Intelligent Information Systems, ICUIS 2021, Springer, Singapore

Year : 2021

Image augmentation using GAN models in Computer Vision

Cite this Research Publication : Maria John, S. Santhanalakshmi, Image augmentation using GAN models in Computer Vision, Scopus, IEEE, 2021, https://doi.org/10.1109/ICOSEC51865.2021.9591692

Publisher : IEEE

Year : 2020

Implementing Vehicle Black Box System by IoT based approach

Cite this Research Publication : S. Sethuraman and Dr. S. Santhanalakshmi, “Implementing Vehicle Black Box System by IoT based approach”, in 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184), 2020.

Publisher : 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)

Year : 2018

Assured Privacy and Authentication of Health Data in Cloud Using Cryptographic Algorithm

Cite this Research Publication : T. R. Poojitha and Dr. S. Santhanalakshmi, “Assured Privacy and Authentication of Health Data in Cloud Using Cryptographic Algorithm”, in 2018 3rd IEEE International Conference on Recent Trends in Electronics, Information Communication Technology (RTEICT), Bangalore, India, 2018.

Publisher : 2018 3rd IEEE International Conference on Recent Trends in Electronics, Information Communication Technology

Year : 2018

Raspberry Pi based Remote Controlled Car using Smartphone Accelerometer

Cite this Research Publication : V. Vishwa Kiran and Dr. S. Santhanalakshmi, “Raspberry Pi based Remote Controlled Car using Smartphone Accelerometer”, in 2019 International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2019.

Publisher : 2019 International Conference on Communication and Electronics Systems (ICCES), IEEE

Year : 2018

Home automation in client-server approach with user notification along with efficient security alerting system

Cite this Research Publication : S. M. Brundha, Lakshmi, P., Dr. S. Santhanalakshmi, S.S., M., V.R., H., and S.K., N., “Home automation in client-server approach with user notification along with efficient security alerting system”, in Proceedings of the 2017 International Conference On Smart Technology for Smart Nation, SmartTechCon 2017, 2018, pp. 596-601.

Publisher : Proceedings of the 2017 International Conference On Smart Technology for Smart Nation, SmartTechCon 2017

Year : 2018

Experimental study of Diffie-Hellman key exchange algorithm on embedded devices

Cite this Research Publication : P. Deshpande, Dr. S. Santhanalakshmi, Lakshmi, P., and Vishwa, A., “Experimental study of Diffie-Hellman key exchange algorithm on embedded devices”, in 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing, ICECDS 2017, 2018, pp. 2042-2047.

Publisher : 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing, ICECDS 2017

Year : 2017

Home Automation in Client-Server approach with user notification along with efficient security Alert System

Cite this Research Publication : B. Sholaganga, Lakshmi P., and Dr. S. Santhanalakshmi, “Home Automation in Client-Server approach with user notification along with efficient security Alert System”, in International Conference On Smart Technologies For Smart Nation (SmartTechCon2017), Reva University, Bengaluru, 2017.

Publisher : International Conference On Smart Technologies For Smart Nation .

Year : 2017

Experimental study of DiffieHellmam Key Exchange Algorithm on Embedded Devices

Cite this Research Publication : P. Deshpande, Dr. S. Santhanalakshmi, and Lakshmi P., “Experimental study of DiffieHellmam Key Exchange Algorithm on Embedded Devices”, in International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS 2017) , Chennai, 2017.

Publisher : International Conference on Energy, Communication, Data Analytics and Soft Computing.

Year : 2015

Analysis of Neural Synchronization Using Genetic Approach for Secure Key Generation

Cite this Research Publication : Dr. S. Santhanalakshmi, K., S., and Patra, G. K., “Analysis of Neural Synchronization Using Genetic Approach for Secure Key Generation”, in Security in Computing and Communications, Cham, 2015.

Publisher : Security in Computing and Communications, Springer International Publishin

Year : 2015

Design and Analysis of Cryptographic Protocols using Computational Intelligence Techniques

Cite this Research Publication : Dr. S. Santhanalakshmi, Dr. K. Sangeeta Iyer, and Patra, G. K., “Design and Analysis of Cryptographic Protocols using Computational Intelligence Techniques”, in International Conference on Inter-Research-Institute Student Seminar (IRISS 2015) , ACM India Annual Event at BITS, Goa, 2015.

Publisher : International Conference on Inter-Research-Institute Student Seminar (IRISS 2015)

Year : 2012

Neural Synchronization by Mutual Learning Using Genetic Approach for Secure Key Generation

Cite this Research Publication : S .Santhanalakshmi, Sudarshan, T. S. B., and Patra, G. K., “Neural Synchronization by Mutual Learning Using Genetic Approach for Secure Key Generation”, in International Conference on Security in Computer Networks Distributed Systems (SNDS-2012), IITM-K Techno park at Trivandrum, 2012, vol. 335, pp. 422-431.

Publisher : CCIS-Springer link

Book Chapter

Year : 2023

Hybrid Approach for Detecting the Traffic Violations Based on Deep Learning Using the Real-Time Data

Cite this Research Publication : Priya Gupta, R. Rajkumar, S. Santhanalakshmi, J. Amudha, "Hybrid Approach for Detecting the Traffic Violations Based on Deep Learning Using the Real-Time Data," Lecture Notes on Data Engineering and Communications Technologies, Volume 141, Pages 887 - 901, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-19-3035-5_66

Publisher : Springer Nature Singapore

Journal Article

Year : 2020

Design of group key agreement protocol using neural key synchronization

Cite this Research Publication : Dr. S. Santhanalakshmi, Sangeeta, K., and Patra, G. K., “Design of group key agreement protocol using neural key synchronization”, Journal of Interdisciplinary Mathematics, vol. 23, pp. 435-451, 2020.

Publisher : Journal of Interdisciplinary Mathematics, Taylor & Francis,

Year : 2017

Design of secure Cryptographic hash function using soft computing techniques

Cite this Research Publication : Dr. S. Santhanalakshmi, Sangeeta, K., and Patra, G. K., “Design of secure Cryptographic hash function using soft computing techniques”, International Journal of Advances in Soft Computing and its Applications, vol. 9, pp. 188-203, 2017.

Publisher : International Journal of Advances in Soft Computing and its Applications, International Center for Scientific Research and Studies

Year : 2014

Secure Key Stream Generation using Computational Intelligence Techniques

Cite this Research Publication : Dr. S. Santhanalakshmi, Dr. K. Sangeeta Iyer, and Patra, G. K., “Secure Key Stream Generation using Computational Intelligence Techniques”, Int. Journal Computer Technology & Applications, Month and Year of Publication, , vol. 5, pp. 967-972, 2014.

Publisher : Int. Journal Computer Technology Applications, Month and Year of Publication, ,

Year : 2014

Comparison of Naïve Bayes Using Different Feature Selection Techniques in Twitter Sentiment Analysis

Cite this Research Publication : P. M.V.C, Yuganeshan, A. J., Deepthi, Y. V. S. S. N., and Dr. S. Santhanalakshmi, “Comparison of Naïve Bayes Using Different Feature Selection Techniques in Twitter Sentiment Analysis”, International Journal of Applied Engineering Research, vol. 9, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

Automation of Timetable Generation using Genetic Algorithm

Cite this Research Publication : S. D. Shenoy, Sharma, V., and S .Santhanalakshmi, “Automation of Timetable Generation using Genetic Algorithm”, Int.J.Computer Technology & Applications, vol. 5, pp. 1491-1494, 2014.

Publisher : Int.J.Computer Technology Applications

Year : 2012

Design of Stream cipher for text encryption using soft computing based techniques

Cite this Research Publication : S. Santhanalakshmi, Sangeeta, K., and Patra, G. K., “Design of Stream cipher for text encryption using soft computing based techniques”, IJCSNS International Journal of Computer Science and Network Security, vol. 12, pp. 149–152, 2012.

Publisher : IJCSNS International Journal of Computer Science and Network Security

Achievements
  • Serving as TPC for 13th ICCCNT 2021 IEEE Conference 2022: 13th International Conference on Computing Communication and Networking Technologies 2022 at IIT Kharagpur
Student Guidance

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Ms. Maria John-Ai in Agriculture
  • Ms. Shyamashree Ghosh-Block chain Technology
  • Ms. E. Soumya, Ms. Ayian John-AI in Health Care
Admissions Apply Now