Our Faculty

Year : 2025

AI Techniques and Applications for Online Social Networks and Media: Insights From BERTopic Modeling

Cite this Research Publication : Prema Nedungadi, G. Veena, Kai-Yu Tang, Remya R. K. Menon, Raghu Raman, AI Techniques and Applications for Online Social Networks and Media: Insights From BERTopic Modeling, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3543795

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2017

Semantics-based topic inter-relationship extraction

Cite this Research Publication :
Remya Rajesh, Joseph, D., and Dr. Kaimal, M. R., “Semantics-based topic inter-relationship extraction”, Journal of Intelligent and Fuzzy Systems, vol. 32, pp. 2941-2951, 2017

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2016

How Does Chronic Cigarette Smoke Exposure Affect Human Skin? A Global Proteomics Study in Primary Human Keratinocytes.

Cite this Research Publication : P. Rajagopalan, Nanjappa, V., Raja, R., Jain, A. P., Mangalaparthi, K. K., Sathe, G. J., Babu, N., Patel, K., Cavusoglu, N., Soeur, J., Pandey, A., Roy, N., Breton, L., Chatterjee, A., Misra, N., and Gowda, H., “How Does Chronic Cigarette Smoke Exposure Affect Human Skin? A Global Proteomics Study in Primary Human Keratinocytes.”, OMICS, vol. 20, no. 11, pp. 615-626, 2016.

Publisher : OMICS

Year : 2016

Document classification with hierarchically structured dictionaries

Cite this Research Publication : Remya Rajesh and Aswathi, P., “Document classification with hierarchically structured dictionaries”, Advances in Intelligent Systems and Computing, vol. 385, pp. 387-397, 2016

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Year : 2024

Explainable AI for Health Care based Retrieval System.

Cite this Research Publication : Reghu, Lakshmi, Gayathri Ashok, and Remya RK Menon. "Explainable AI for Health Care based Retrieval System." Grenze International Journal of Engineering & Technology (GIJET) 10 (2024).

Year : 2024

An Explainability-Enhanced Retrieval System for the Healthcare Sector

Cite this Research Publication : Remya R.K. Menon, Gayathri Ashok, Lakshmi Reghu, An Explainability-Enhanced Retrieval System for the Healthcare Sector, 2024 5th IEEE Global Conference for Advancement in Technology (GCAT), IEEE, 2024, https://doi.org/10.1109/gcat62922.2024.10923902

Publisher : IEEE

Year : 2024

A Comprehensive Exploration of Digital Twins in Smart City Applications

Cite this Research Publication : Menon, R.R.K., Saikrishna, S., Sai Ganesh, P.V., "A Comprehensive Exploration of Digital Twins in Smart City Applications," 15th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2024, Volume 2, 2024, Pages 1081-1090

Publisher : Grenze Scientific Society

Year : 2023

Novelty Detection of Text Using Spectral Graphs and Visualization

Cite this Research Publication : Remya R.K. Menon, Fawaz-Al-Faizi, U.L Sooraj, Novelty Detection of Text Using Spectral Graphs and Visualization, 2023 4th IEEE Global Conference for Advancement in Technology (GCAT), IEEE, 2023, https://doi.org/10.1109/gcat59970.2023.10353340

Publisher : IEEE

Year : 2023

Representation Of Documents using Minimal Dictionary of Embeddings

Cite this Research Publication : Remya R.K. Menon , Gayathri S and Amina A Representation Of Documents using Minimal Dictionary of Embeddings

Year : 2023

Machine Learning Supported Malicious URL Detection

Cite this Research Publication : Remya R.K. Menon, V Anandhu, Machine Learning Supported Malicious URL Detection, 2023 4th IEEE Global Conference for Advancement in Technology (GCAT), IEEE, 2023, https://doi.org/10.1109/gcat59970.2023.10353402

Publisher : IEEE

Year : 2023

Graph Auto Encoders for Content-based Document Recommendation System

Cite this Research Publication : Remya R.K. Menon, R Rahul, V Bhadrakrishnan, Graph Auto Encoders for Content-based Document Recommendation System, 2023 4th IEEE Global Conference for Advancement in Technology (GCAT), IEEE, 2023, https://doi.org/10.1109/gcat59970.2023.10353295

Publisher : IEEE

Year : 2022

Document Cluster Analysis Based on Parameter Tuning of Spectral Graphs

Cite this Research Publication : Remya R. K. Menon, Astha Ashok, S. Arya, Document Cluster Analysis Based on Parameter Tuning of Spectral Graphs, Lecture Notes on Data Engineering and Communications Technologies, Springer Nature Singapore, 2022, https://doi.org/10.1007/978-981-16-7167-8_29

Publisher : Springer Nature Singapore

Year : 2022

GMM-based Document Clustering of Knowledge Graph Embeddings

Cite this Research Publication : R.K. Remya Menon, S Devika Kumar, CR Vismaya, GMM-based Document Clustering of Knowledge Graph Embeddings, 2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT), IEEE, 2022, https://doi.org/10.1109/gcat55367.2022.9972216

Publisher : IEEE

Year : 2020

Improving Ranking in Document based Search Systems

Cite this Research Publication : Remya R.K. Menon, Jagan Kaartik, E.T. Karthik Nambiar, Athul Krishna T.K., Arun Kumar S., Improving Ranking in Document based Search Systems, 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184), IEEE, 2020, https://doi.org/10.1109/icoei48184.2020.9143047

Publisher : IEEE

Year : 2020

An Insight into the Relevance of Word Ordering for Text Data Analysis

Cite this Research Publication : Remya R.K. Menon, R Akhil dev, Sreehari G Bhattathiri, An Insight into the Relevance of Word Ordering for Text Data Analysis, 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), IEEE, 2020, https://doi.org/10.1109/iccmc48092.2020.iccmc-00040

Publisher : IEEE

Year : 2017

Document Summarization Using Dictionary Learning

Cite this Research Publication : Remya Rajesh and Aswathy, N., “Document Summarization Using Dictionary Learning”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2016

Performance Analysis of Updating-QR Supported OLS Against Stochastic Gradient Descent

Cite this Research Publication : Remya Rajesh and Namitha, K., “Performance Analysis of Updating-QR Supported OLS Against Stochastic Gradient Descent”, in Intelligent Systems Technologies and Applications, Cham, 2016

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing,

Year : 2016

Harnessing the Discriminatory Strength of Dictionaries

Cite this Research Publication : Remya Rajesh, Kini, N. V., and Krishnan, G. A., “Harnessing the Discriminatory Strength of Dictionaries”, in Second International Symposium on Emerging topics in Computing and Communication, 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, India, 2016

Publisher : Second International Symposium on Emerging topics in Computing and Communication, 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2016

Clustering of Words Using Dictionary-learnt Word Representations

Cite this Research Publication : Remya Rajesh, Gargi, S., and Samili, S., “Clustering of Words Using Dictionary-learnt Word Representations”, in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, India, 2016

Publisher : 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2015

New methodology to differentiate instructional strategies for ESL learners in the Indian context

Cite this Research Publication : Remya Rajesh and Prof. Prema Nedungadi, “New methodology to differentiate instructional strategies for ESL learners in the Indian context”, in 2015 IEEE Frontiers in Education Conference (FIE), 2015

Publisher : 2015 IEEE Frontiers in Education Conference (FIE)

Year : 2014

Singular Value Decomposition- A Revisit on A CUDA Platform

Cite this Research Publication : Remya Rajesh, Shaji, C. P., and Kaimal, M. R., “Singular Value Decomposition- A Revisit on A CUDA Platform”, in International Conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA 2014, 2014.

Publisher : International Conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA 2014

Year : 2014

Parallel Sparse coding for Categorical Data

Cite this Research Publication : Remya Rajesh, K., A., and Kaimal, M. R., “Parallel Sparse coding for Categorical Data”, in Second International Conference on Emerging Research in Computing, Information, Communication and Applications(ERCICA), NMIT, Yelahanka, Bangalore, 2014.

Publisher : Second International Conference on Emerging Research in Computing, Information, Communication and Applications(ERCICA)

Year : 2013

Sparsity-based Representation for Categorical Data

Cite this Research Publication : Remya Rajesh, Nair, S. S., Srindhya, K., and Kaimal, M. R., “Sparsity-based Representation for Categorical Data”, in 2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS), Trivandrum, India, 2013

Publisher : 2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS)

Year : 2019

Parallel Approach for Document Representation using Dictionary Learning

Cite this Research Publication : Menon, Remya, K. Harikrishnan, and Ganesh Varier. "Parallel Approach for Document Representation using Dictionary Learning." 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT). Vol. 1. IEEE, 2019.

Publisher : IEEE

Year : 2019

Online Updating Of SVD For Dictionary Learning

Cite this Research Publication : Menon, Remya, S. Sruthi, and Abhirami Sathyan. "Online Updating Of SVD For Dictionary Learning." 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT). Vol. 1. IEEE, 2019.

Publisher : IEEE