Year : 2022
Cite this Research Publication : MCP Archana, CK Nitish, S Harikumar, "Real time Face Detection and Optimal Face Mapping for Online Classes", Journal of Physics: Conference Series 2161 (1), 012063, 2022
Publisher : Journal of Physics: Conference Series
Year : 2022
Cite this Research Publication : Prakash, Shilpa & Narayan, K. & Nair, Gouri & Harikumar, Sandhya. (2022). Perceiving Machine Learning Algorithms to Analyze COVID-19 Radiographs. 10.1007/978-981-16-7118-0_25.
Publisher : Proceedings of International Conference on Recent Trends in Computing,
Year : 2022
Cite this Research Publication : HO Lekshmy, D Panickar, S Harikumar, "Comparative analysis of multiple machine learning algorithms for epileptic seizure prediction", Journal of Physics: Conference Series 2161 (1), 012055, 2022
Publisher : Journal of Physics: Conference Series
Year : 2022
Cite this Research Publication : Jose, A., Harikumar, S. (2022). COVID-19 Semantic Search Engine Using Sentence-Transformer Models. In: Raman, I., Ganesan, P., Sureshkumar, V., Ranganathan, L. (eds) Computational Intelligence, Cyber Security and Computational Models. Recent Trends in Computational Models, Intelligent and Secure Systems. ICC3 2021. Communications in Computer and Information Science, vol 1631. Springer, Cham
Publisher : Springer
Year : 2022
Cite this Research Publication : Jose, A., Harikumar, S. (2022). Predicting IMDB Movie Ratings Using RoBERTa Embeddings and Neural Networks. In: Mathew, J., Santhosh Kumar, G., P., D., Jose, J.M. (eds) Responsible Data Science. Lecture Notes in Electrical Engineering, vol 940. Springer, Singapore.
Publisher : Springer
Year : 2021
Cite this Research Publication : A. Chidambaranathan, H. Krishnamoorthy, C. N. Sai Pavan Manikanta Chandu, S. Khandelwal and S. Harikumar, "Learning from YouTube Videos using Drona Extension," 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2021, pp. 1-6, doi: 10.1109/ICCCNT51525.2021.9579690
Publisher : IEEE Xplore
Year : 2021
Cite this Research Publication : T. Lekshmi Priya, Sandhya Harikumar (2021), Matrix Factorization for Recommendation System. In: Chiplunkar N., Fukao T. (eds) Advances in Artificial Intelligence and Data Engineering. Advances in Intelligent Systems and Computing, vol 1133. Springer, Singapore.
Publisher : Springer
Year : 2021
Publisher : Lecture Notes in Electrical Engineeringthis link is disabled, 2021, 735 LNEE, pp. 203–215
Year : 2021
Cite this Research Publication : S Harikumar, V Mannam, C Mahanta, M Smitha, S Zaman, "Interactive Map Using Data Visualization and Machine Learning", Congress on Information Science and Technology (CiSt), 104-109, DOI: 10.1109/CiSt49399.2021.9357237, 2021.
Publisher : IEEE
Year : 2019
Publisher : 2019 9th International Conference on Advances in Computing and Communication (ICACC)
Year : 2018
Cite this Research Publication : C. Baladevi and Sandhya Harikumar, “Semantic Representation of Documents Based on Matrix Decomposition”, in 2018 International Conference on Data Science and Engineering, ICDSE 2018, 2018
Publisher : 2018 International Conference on Data Science and Engineering, ICDSE 2018, Institute of Electrical and Electronics Engineers Inc.
Year : 2016
Cite this Research Publication : Sandhya Harikumar and Thaha, S. S., “MapReduce model for k-medoid clustering”, in Proceedings of the 2016 International Conference on Data Science and Engineering, ICDSE 2016, 1-7
Publisher : Proceedings of the 2016 International Conference on Data Science and Engineering,
Year : 2016
Cite this Research Publication : J. Isaac and Sandhya Harikumar, “Logistic regression within DBMS”, in Proceedings of the 2016 2nd International Conference on Contemporary Computing and Informatics, IC3I 2016, 2016, pp. 661-666
Publisher : Proceedings of the 2016 2nd International Conference on Contemporary Computing and Informatics, IC3I 2016, Institute of Electrical and Electronics Engineers Inc.,
Year : 2016
Cite this Research Publication : Sandhya Harikumar and Dilipkumar, D. U., “Apriori algorithm for association rule mining in high dimensional data”, in Proceedings of the 2016 International Conference on Data Science and Engineering, ICDSE 2016
Publisher : Proceedings of the 2016 International Conference on Data Science and Engineering,
Year : 2016
Cite this Research Publication : Sandhya Harikumar and Roy, M. M., “Data integration of heterogeneous data sources using QR decomposition”, Advances in Intelligent Systems and Computing, IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems, IEEE SPICES, vol. 385. Springer Verlag, Kochi, India, pp. 333-344, 2016.
Publisher : IEEE
Year : 2016
Cite this Research Publication : M. Ajeissh and Sandhya Harikumar, “An adaptive distributed approach of a self organizing map model for document clustering using ring topology”, in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2016
Publisher : 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI)
Year : 2015
Cite this Research Publication : Sandhya Harikumar and Raji Ramachandran, “Hybridized fragmentation of very large databases using clustering”, in 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems, SPICES 2015, 2015.
Publisher : 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems, SPICES 2015
Year : 2015
Cite this Research Publication : Sandhya Harikumar and PV, S., “K-Medoid Clustering for Heterogeneous DataSets”, in 4th International Conference on Eco-friendly Computing and Communication Systems (ICECCS), Procedia Computer Science, 2015.
Publisher : 4th International Conference on Eco-friendly Computing and Communication Systems (ICECCS), Procedia Computer Science
Year : 2015
Cite this Research Publication : S. Harikumar, R. Reethima, "A Method to Induce Indicative Functional Dependencies for Relational Data Model," Advances in Intelligent Informatics, 445-456, 2015. DOI: https://doi.org/10.1007/978-3-319-11218-3_40.
Publisher : Springer
Year : 2014
Cite this Research Publication : Sandhya Harikumar, Reethima, R., and Dr. Kaimal, M. R., “Semantic integration of heterogeneous relational schemas using multiple L1 linear regression and SVD”, in International Conference on Data Science and Engineering, ICDSE 2014, 2014, pp. 105-111
Publisher : International Conference on Data Science and Engineering, ICDSE 2014
Year : 2014
Cite this Research Publication : Sandhya Harikumar, Shyju, M., and Dr. Kaimal, M. R., “SQL-MapReduce hybrid approach towards distributed projected clustering”, in International Conference on Data Science and Engineering, ICDSE 2014, 2014, pp. 18-23
Publisher : International Conference on Data Science and Engineering, ICDSE 2014
Year : 2013
Cite this Research Publication : Sandhya Harikumar and Vinay, A., “NSB-TREE for an efficient multidimensional indexing in non-spatial databases”, in IEEE Recent Advances in Intelligent Computational Systems (RAICS), 2013 , 2013
Publisher : IEEE Recent Advances in Intelligent Computational Systems (RAICS), 2013
Year : 2013
Cite this Research Publication : Sandhya Harikumar, Haripriya, H., and Kaimal, M. R., “Implementation of projected clustering based on SQL queries and UDFs in relational databases”, in Intelligent Computational Systems (RAICS), 2013 IEEE Recent Advances in, Trivandrum, 2013.
Publisher : Intelligent Computational Systems (RAICS), 2013 IEEE Recent Advances in, IEEE
