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AI (Artificial Intelligence) and Distributed Systems

Thematic Areas

Block Image
  • AI based DSS and Visualization
  • Distributed Systems
  • Smart Hospitals
  • Software Defined Networks,
  • IoT (Internet of Things)
  • Security
  • Block Chain

Our Vision

“To nurture and foster researchers that have the aptitude and flair to develop newer and improvised algorithms in the area of Artificial Intelligence and Computing Systems, carry out analysis with rigor, design techniques and tools that are founded on sound mathematical and algorithmic principles towards efficient data management, communication, semantic information retrieval, visualization and analysis. SDGs: Healthcare, Poverty, Education.”

Our Objective

To make an impact through Value Based Technical Education, Technology Innovation, Research and Service to Society.

Faculty Members

Dr. Sandhya Harikumar
Dr. Sandhya Harikumar

TAG Lead, Assistant Professor

Dr. Swaminathan J
Dr. Swaminathan J

Chairperson, Department of CSE and Department of AI

Dr. Simi S
Dr. Simi S

Vice Chairperson, CSE (AI)

Binu PK
Binu PK

Assistant Professor (Sr. Grd.)

Dr. Jinesh M. K.
Dr. Jinesh M. K.

Assistant Professor (Sr. Gr.)

Geethalekshmi V.
Geethalekshmi V.

Assistant Professor

Remya Rajesh
Remya Rajesh

Assistant Professor

Raji Ramachandran
Raji Ramachandran

Assistant Professor

Kavitha K. R.
Kavitha K. R.

Assistant Professor

Dr. Nimmy K
Dr. Nimmy K

Assistant Professor

Collaborations & MoUs

Dr. Rajkumar Buyya
Dr. Rajkumar Buyya

University of Melbourne

Dr. Syifaul Fuada
Dr. Syifaul Fuada

Universitas Pendidikan
Indonesia (UPI), Bandung

Dr. Deepak Nadig
Dr. Deepak Nadig

Purdue University

Dr. Vijayan Sugumaran
Dr. Vijayan Sugumaran

Oakland University
442 Elliott Hall
Rochester, MI 48309

Dr. Alberto Montresor
Dr. Alberto Montresor

University of Trento

Dr. Paolo Casari
Dr. Paolo Casari

University of Trento

Conference Proceedings

An Experimental Study of Parallelism in Different Python Frameworks

Authors : Dr. Swaminathan J., Jerome Joseph T

Publisher : ICICT-2022

Year : 2022

Enabling Granular Exploration of Sequence Diagrams with Activity Diagrams

Authors : Dr. Swaminathan J., Aswathy Mohan

Publisher : IC3SIS-2022

Year : 2022

Ensemble-based Feature Selection using Symmetric Uncertainty and SVM classification

Authors : Kavitha, K.R, Achu, S.S, Rasheed, R.

Publisher : IEEE

Year : 2021

Health Weather App

Authors : Raji Ramachandran, R. Ramachandran, S. Sreelakshmi, D. Sivasree, T. Prem Raj,T. Pranav

Publisher : IEEE

Year : 2021

AngErza: Automated Exploit Generation

Authors : Dr. Swaminathan J., Shruti Dixit;T K Geethna;Vipin Pavithran

Publisher : 12th International Conference on Computing Communication and Networking Technologies,

Year : 2021

Visualization of Distributed Program Execution

Authors : Dr. Swaminathan J., Bhamidipati Satwik;Girija Manoj Kuma Kalakoti; Sai Rajendra Immadi

Publisher : 12th International Conference on Computing Communication and Networking Technologies

Year : 2021

Formal Verification of IoT Protocol: In Design-Time and Run-Time Perspective

Authors : Dr. Jinesh M. K., Geetha Lekshmy, V.

Publisher : Inventive Communication and Computational Technologies, Springer Singapore

Year : 2021

Evaluation of Dimensionality Reduction Techniques for Big data

Authors : Raji Ramachandran, R. Ramachandran, G. Ravichandran and A. Raveendran

Publisher : IEEE

Year : 2020

Laplacian Score and Top Scoring Pair Feature Selection Algorithms

Authors : K.R. Kavitha, K. Neeradha, Athira, K. Vyshna, Sreelakshmi Sajith

Publisher : IEEE

Year : 2020

Score-Based Feature Selection of Gene expression Data for Cancer Classification

Authors : Kavitha K.R, Prakasan A, Dhrishya P.J.

Publisher : IEEE

Year : 2020

Feature Selection of Gene expression data for Cancer Classification using SCF with SVM

Authors : Kavitha K.R., Prakasan, A., Dhrishya, P.J

Publisher : IEEE

Year : 2020

Interactive Exploration of Compact Sequence Diagrams – JIVE based approaches

Authors : Dr. Swaminathan J., N. S. Nair; A. Mohan;

Publisher : 2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT),

Year : 2020

Synthesis, Analysis and Visualization of Networked Executions

Authors : Dr. Swaminathan J., K. Karippara; A. D. Nayar; V. Illikkal; N. Vasudevan;

Publisher : 2020 5th International Conference on Communication and Electronics Systems (ICCES)

Year : 2020

A Hybrid Algorithm for Optimized Resource Allocation under Constrained Task Schedule

Authors : Dr. Swaminathan J., M. Pugalia; A. Ashok;

Publisher : 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), IEEE,

Year : 2020

Towards Reduction of Software Maintenance Cost through Assignment of Critical Functionality Scores

Authors : Dr. Swaminathan J., L. S. Nair;

Publisher : 2020 5th International Conference on Communication and Electronics Systems (ICCES)

Year : 2020

A Formal Modeling Approach for QOS in MQTT Protocol

Authors : Dr. Jinesh M. K., Archana, E.; Rajeev, Akshay; Kuruvila, Aby; Narayankutty, Revathi;

Publisher : Data Communication and Networks, Springer Singapore

Year : 2020

Parallel Approach for Document Representation using Dictionary Learning

Authors : Remya Rajesh, Menon, Remya, K. Harikrishnan, and Ganesh Varier.

Publisher : IEEE

Year : 2019

Full-text search using database index

Authors : B. Sri Sai Krishna Chaitanya, D. Ajay Kumar Reddy, B. Pavan Sai Eshwar Chandra, A. Bala Krishna, Remya R. K. Menon

Publisher : IEEE

Year : 2019

Online Updating Of SVD For Dictionary Learning

Authors : Remya Rajesh, Menon, Remya, S. Sruthi, and Abhirami Sathyan

Publisher : IEEE

Year : 2019

An Improved Feature Selection and Classification of Gene Expression Profile using SVM

Authors : Kavitha Kr, Aiswarya Rajan Kv, Anjali Pillai

Publisher : IEEE

Year : 2019

Decoding Parallel Program Execution by using Java Interactive Visualization Environment (JIVE): Behavioral and Performance Analysis

Authors : Dr. Swaminathan J., A. A. Aziz; M. Unny; S. Niranjana; M. Sanjana;

Publisher : 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC), IEEE

Year : 2019

Conference Paper

Document Clustering Using Keyword Extraction

Authors : Raji Ramachandran

Publisher : IEEE

Year : 2022

Adaptive IoT System for Precision Agriculture

Authors : Geethalekshmi V.

Publisher : Springer

Year : 2022

An Efficient Boruta-Based Feature Selection and Classification of Gene Expression Data

Authors : Kavitha K.R, Sajith S, Variar N.H.

Year : 2022

AI-Enabled Pregnancy Risk Monitoring and Prediction: A Review

Authors : Dr. Simi Surendran, Chandrika, Vidyalekshmi

Publisher : Springer

Year : 2022

Real time Face Detection and Optimal Face Mapping for Online Classes

Authors : Late Dr. Sandhya Harikumar (Memorial Page), MCP Archana, CK Nitish

Publisher : Journal of Physics: Conference Series

Year : 2022

Comparative analysis of multiple machine learning algorithms for epileptic seizure prediction

Authors : Late Dr. Sandhya Harikumar (Memorial Page), HO Lekshmy, D Panickar

Publisher : Journal of Physics: Conference Series

Year : 2022

Perceiving Machine Learning Algorithms to Analyze COVID-19 Radiographs

Authors : Late Dr. Sandhya Harikumar (Memorial Page), S Hari Prakash, KA Adithya Narayan, GS Nair

Publisher : Proceedings of International Conference on Recent Trends in Computing,

Year : 2022

Predictive analytics integrated multi-level optimization of offshore connectivity in ocean network

Authors : Dr. Simi Surendran, Ramesh, M. V., & Montresor, A.

Publisher : IEEE Xplore

Year : 2021

Meeting Delay guarantee in Telemedicine service using SDN framework

Authors : Dr. Subhasri Duttagupta, A Aswanth, E Manoj, K Rajendran, Sanjay Krishnan E M

Publisher : IEEE

Year : 2021

Learning from YouTube Videos using Drona Extension

Authors : Late Dr. Sandhya Harikumar (Memorial Page), A. Chidambaranathan, H. Krishnamoorthy, C. N. Sai Pavan Manikanta Chandu, S. Khandelwal

Publisher : IEEE Xplore

Year : 2021

Matrix Factorization for Recommendation System

Authors : Late Dr. Sandhya Harikumar (Memorial Page), T. Lekshmi Priya

Publisher : Springer

Year : 2021

Interactive map using data visualization and machine learning

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Mannam, V., Mahanta, C., Smitha, M., Zaman, S.

Publisher : IEEE

Year : 2021

Subspace Clustering Using Matrix Factorization

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Shilpa Joseph

Publisher : Lecture Notes in Electrical Engineeringthis link is disabled, 2021, 735 LNEE, pp. 203–215

Year : 2021

Disaster Site Map Generation Using Wireless Sensor Networks

Authors : Dr. Subhasri Duttagupta, P. S. Mohan Vaishnav, K. Sai Haneesh, Ch Sai Srikanth, Ch Koundinya

Publisher : Inventive Computation Technologies, Springer International Publishing,

Year : 2020

Information retrieval and processing system for news articles in English

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Gnana Venkata Naga Sai Kalyan Karumudi; Rohit Sathyajit;

Publisher : 2019 9th International Conference on Advances in Computing and Communication (ICACC)

Year : 2019

Semantic Representation of Documents Based on Matrix Decomposition

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Baladevi C.

Publisher : 2018 International Conference on Data Science and Engineering, ICDSE 2018, Institute of Electrical and Electronics Engineers Inc.

Year : 2018

Applying Improved SVM Classifier for Leukemia Cancer Classification Using FCBF

Authors : Kavitha K. R., Gopinath, A., and Gopi, M

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

Year : 2017

Logistic regression within DBMS

Authors : Late Dr. Sandhya Harikumar (Memorial Page), J. Isaac

Publisher : Proceedings of the 2016 2nd International Conference on Contemporary Computing and Informatics, IC3I 2016, Institute of Electrical and Electronics Engineers Inc.,

Year : 2016

Improved spectral clustering using PCA based similarity measure on different Laplacian graphs

Authors : Kavitha K. R., Sandeep, S., and Praveen, P. R.

Publisher : 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC)

Year : 2016

A correlation based SVM-recursive multiple feature elimination classifier for breast cancer disease using microarray

Authors : Kavitha K. R., Rajendran, G. S., and Varsha, J

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

Year : 2016

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

Authors : Late Dr. Sandhya Harikumar (Memorial Page), M. Ajeissh

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

Year : 2016

MapReduce model for k-medoid clustering

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Thaha, S. S

Publisher : Proceedings of the 2016 International Conference on Data Science and Engineering,

Year : 2016

Apriori algorithm for association rule mining in high dimensional data

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Dilipkumar, D. U

Publisher : Proceedings of the 2016 International Conference on Data Science and Engineering,

Year : 2016

Hybridized fragmentation of very large databases using clustering

Authors : Raji Ramachandran, Late Dr. Sandhya Harikumar (Memorial Page)

Publisher : 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems, SPICES 2015

Year : 2015

SQL-MapReduce hybrid approach towards distributed projected clustering

Authors : Dr. M. R. Kaimal, Late Dr. Sandhya Harikumar (Memorial Page), Shyju, M.

Publisher : International Conference on Data Science and Engineering, ICDSE 2014

Year : 2014

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

Authors : Dr. M. R. Kaimal, Late Dr. Sandhya Harikumar (Memorial Page), Reethima, R.

Publisher : International Conference on Data Science and Engineering, ICDSE 2014

Year : 2014

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

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Vinay, Ambili

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

Year : 2013

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

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Haripriya, H., and Kaimal, M. R

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

Year : 2013

Journal Article

Link Characterization and Edge-centric Predictive Modelling in an Ocean Network

Authors : Dr. Simi Surendran, Dr. Maneesha Vinodini Ramesh, Maneesha V Ramesh, Alberto Montresor, Martin Montag

Publisher : IEEE Access

Year : 2022

An augmented semantic search tool for multilingual news analytics

Authors : Late Dr. Sandhya Harikumar (Memorial Page), R Sathyajit, GVNSK Karumudi

Publisher : IOS Press Journal of Intelligent & Fuzzy Systems

Year : 2022

Aggregating Reliable Submissions in Crowdsourcing Systems

Authors : Dr. Swaminathan J., Dr. Ayswarya R Kurup, Ayswarya R.Kurup, G. P. Sajeev

Publisher : IEEE

Year : 2021

Modelling communication capability and node reorientation in offshore communication network

Authors : Dr. Simi Surendran, Maneesha Vinodini, R., Montag, M. J., & Montresor, A.

Publisher : Elsevier

Year : 2020

SDN/NFV security framework for fog-to-things computing infrastructure

Authors : Dr. Subhasri Duttagupta, Dr. Krishnashree Achuthan, Dr. Prabhakar Krishnan, Prabhakar Krishnan

Publisher : Software: Practice and Experience

Year : 2020

Queue size estimation of nodes in a heterogeneous ocean network with multiple priority traffic

Authors : Dr. Usha Kumari P. V., Dr. Simi Surendran, Dr. Maneesha V. Ramesh;

Publisher : International Journal of Vehicle Information and Communication Systems, Inderscience Publishers (IEL)

Year : 2020

Intelligence in wireless network routing through reinforcement learning

Authors : Dr. Simi Surendran, Vinodini, M.

Publisher : Inderscience

Year : 2019

M3 – A hybrid measurement-modeling approach for CPU-bound applications on cross-platform architectures

Authors : Dr. Subhasri Duttagupta, Varsha Apte, Devidas Gawali

Publisher : Journal of Systems and Software

Year : 2019

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

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Aravindakshan Savithri, A., Kaimal, R.

Publisher : Tubitak Academic Journals

Year : 2019

Semi supervised approach towards subspace clustering

Authors : Late Dr. Sandhya Harikumar (Memorial Page), Akhil, AS .

Publisher : Journal of Intelligent & Fuzzy Systems, IOS Press.

Year : 2018

A mapreduce model for distributed self organizing map using apache spark

Authors : Late Dr. Sandhya Harikumar (Memorial Page), A. Mukundan .

Publisher : Journal of Advanced Research in Dynamical and Control Systems, Institute of Advanced Scientific Research, Inc .

Year : 2018

Temporal constrained objects: Application and implementation

Authors : Dr. Jinesh M. K., Dr. Bharat Jayaraman, Tambay, P., K. Achuthan

Publisher : Elsevier

Year : 2017

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

Authors : Dr. M. R. Kaimal, Late Dr. Sandhya Harikumar (Memorial Page), Dilipkumar, D. Usha

Publisher : International Journal of Computational Science and Engineering, Inderscience Publishers (IEL)

Year : 2017

Compact visualization of Java program execution

Authors : Dr. Swaminathan J., Dr. Bharat Jayaraman, Demian Lessa

Publisher : Wiley

Year : 2016

Book Chapter

Comparison of Concurrent Program Behavior using Java Interactive Visualization Environment

Authors : Dr. Swaminathan J., Shobitha M; Sidharth R Prakash; Sreesruthi P K; ; Varun Raj P

Publisher : 3rd International Conference on Inventive Computation and Information Technologies

Year : 2021

Construction of Activity Diagrams from Java Execution Traces

Authors : Dr. Swaminathan J., Devi Sree Rajan;

Publisher : Ambient Communications and Computer Systems, In: Perez G., Tiwari S., Trivedi M., Mishra K.

Year : 2018

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