Sandhya Harikumar

发表

An adaptive distributed approach of a self organizing map model for document clustering using ring topology

M. Ajeissh, Sandhya Harikumar, 2016, 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI).

A Method to Induce Indicative Functional Dependencies for Relational Data Model

Sandhya Harikumar, R. Reethima, 2014, ISI.

K-Medoid Clustering for Heterogeneous DataSets☆

Sandhya Harikumar, Surya Pv, Sandhya Harikumar, 2015 .

Logistic regression within DBMS

Sandhya Harikumar, Jackson Isaac, Sandhya Harikumar, 2016, 2016 2nd International Conference on Contemporary Computing and Informatics (IC3I).

Efficient attribute selection strategies for association rule mining in high dimensional data

Sandhya Harikumar, Divya Usha Dilipkumar, M. Ramachandran Kaimal, 2017, Int. J. Comput. Sci. Eng..

SubspaceDB : In-database subspace clustering for analytical query processing

Sandhya Harikumar, M. R. Kaimal, M. D. Kaimal, 2019, Data Knowl. Eng..

Blended Models for Nearest Neighbour Algorithms for High Dimensional Smart Medical Data

Sandhya Harikumar, Sandhya Harikumar, 2020, Advances in Healthcare Information Systems and Administration.

SQL-MapReduce hybrid approach towards distributed projected clustering

Sandhya Harikumar, M. R. Kaimal, M. Shyju, 2014, 2014 International Conference on Data Science & Engineering (ICDSE).

Implementation of projected clustering based on SQL queries and UDFs in relational databases

Sandhya Harikumar, M. R. Kaimal, H. Haripriya, 2013, 2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS).

Semantic Representation of Documents Based on Matrix Decomposition

Sandhya Harikumar, C Baladevi, Sandhya Harikumar, 2018, 2018 International Conference on Data Science and Engineering (ICDSE).

Hybridized fragmentation of very large databases using clustering

Sandhya Harikumar, Raji Ramachandran, 2015, 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES).

A mapreduce model for distributed self organizing map using apache spark

Sandhya Harikumar, A. Mukundan, 2018 .

NSB-TREE for an efficient multidimensional indexing in non-spatial databases

Sandhya Harikumar, Ambili Vinay, 2013, 2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS).

Semantic integration of heterogeneous relational schemas using multiple L1 linear regression and SVD

Sandhya Harikumar, R. Reethima, M. R. Kaimal, 2014, 2014 International Conference on Data Science & Engineering (ICDSE).

Information retrieval and processing system for news articles in English

Sandhya Harikumar, Gnana Venkata Naga Sai Kalyan Karumudi, Rohit Sathyajit, 2019, 2019 9th International Conference on Advances in Computing and Communication (ICACC).

Apriori algorithm for association rule mining in high dimensional data

Sandhya Harikumar, Divya Usha Dilipkumar, 2016, 2016 International Conference on Data Science and Engineering (ICDSE).

A depth-based nearest neighbor algorithm for high-dimensional data classification

Sandhya Harikumar, Ramachandra Kaimal, Akhil A.S, 2019, Turkish J. Electr. Eng. Comput. Sci..

MapReduce model for k-medoid clustering

Sandhya Harikumar, Shabana Shamsuddin Thaha, Sandhya Harikumar, 2016, 2016 International Conference on Data Science and Engineering (ICDSE).

Semi supervised approach towards subspace clustering

Sandhya Harikumar, A. S. Akhil, Sandhya Harikumar, 2018, J. Intell. Fuzzy Syst..

Subspace Clustering Using Matrix Factorization

Sandhya Harikumar, Shilpa Joseph, Sandhya Harikumar, 2021 .