AI (Artificial Intelligence) and Distributed Systems

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

Diagnosis Prediction Model for COVID-19

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

A Novel Method for Text Summarization and Clustering of Documents

Publisher : IEEE

Year : 2022

Document Clustering Using Keyword Extraction

Authors : Raji Ramachandran

Publisher : IEEE

Year : 2022

Modeling & Verification of an Adaptive IoT System using Uppaal

Authors : Geethalekshmi V.

Publisher : IEEE

Year : 2022

Adaptive IoT System for Precision Agriculture

Authors : Geethalekshmi V.

Publisher : Springer

Year : 2022

Gene selection using Moth Flame algorithm and classification of Gene Expression Dataset

Publisher : IEEE

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

Multi-node Li-Fi Communications Compliant with IEEE 802.15.7 Standard

Authors : Dr. Subhasri Duttagupta, Athira K.M

Publisher : Springer

Year : 2022

Deploying a Federated Learning Based AI Solution in a Hierarchical Edge Architecture

Authors : Dr. Subhasri Duttagupta, Bisht, N.S.

Publisher : IEEE

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

COVID-19 Semantic Search Engine Using Sentence-Transformer Models

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

Publisher : Springer

Year : 2022

Predicting IMDB Movie Ratings Using RoBERTa Embeddings and Neural Networks

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

Publisher : Springer

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

Towards maximizing throughput and coverage of a novel heterogeneous maritime communication network

Authors : Dhivvya J. P., Dr. Simi Surendran, Rao, S. N., and Simi, S

Publisher : IEEE Xplore

Year : 2017

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

Analysis of optimal backhaul link selection in a novel maritime communication network

Authors : Dhivvya J. P., Dr. Simi Surendran, Rao, S. N.

Publisher : IEEE Xplore

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

Delay and energy optimization in multilevel balanced WSNs for landslide monitoring

Authors : Dr. Maneesha Vinodini Ramesh, Dr. Aryadevi R. D., Late Dr. Rekha P. (Memorial Page), Dr. Simi Surendran, Balaji Hariharan, Dr. P. Venkat Rangan

Publisher : IEEE Xplore

Year : 2016

Data integration of heterogeneous data sources using QR decomposition

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

Publisher : IEEE

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

A method to induce indicative functional dependencies for relational data model

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

Publisher : Springer

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

Distributed task allocation and coordination scheme for a multi-UAV sensor network

Authors : Sethuraman Rao N., Dr. Simi Surendran, S. Simi, Kurup, R.

Publisher : IEEE Xplore

Year : 2013

An Adaptive Energy Management Scheme for Real-time Landslide Detection

Authors : Dr. Maneesha Vinodini Ramesh, Dr. Simi Surendran, Late Dr. Rekha P. (Memorial Page), Divya P.

Publisher : IEEE Xplore

Year : 2013

Reinforcement learning-based connectivity restoration in an ocean network of fishing vessels

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

Microscopic Structural Analysis of Complex Networks: An Empirical Study Using Motifs

Authors : Dr. Swaminathan J., Dr. Lekshmi S. Nair, Jo Cheriyan

Publisher : IEEE Access

Year : 2022

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

Resilient green cellular IoT for landslide monitoring using voice channels

Authors : Dr. Subhasri Duttagupta, Dr. Sangeeth Kumar, VP Rangan

Publisher : MDPI

Year : 2021

OpenPATH: Application aware high-performance software-defined switching framework

Authors : Dr. Subhasri Duttagupta, Dr. Prabhakar Krishnan, R Buyya

Publisher : Elsevier

Year : 2021

Semantics of temporal constrained objects

Authors : Dr. Jinesh M. K., Dr. Krishnashree Achuthan, Dr. Bharat Jayaraman

Publisher : Elsevier

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

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

Authors : Late Dr. Sandhya Harikumar (Memorial Page)

Publisher : IGI Global

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

Reliable network connectivity in wireless sensor networks for remote monitoring of landslides

Authors : Dr. Sangeeth Kumar, Dr. Subhasri Duttagupta, Dr. P. Venkat Rangan, Dr. Maneesha Vinodini Ramesh

Publisher : Springer

Year : 2020

Finite-state model extraction and visualization from Java program execution

Authors : Dr. Swaminathan J., Dr. Bharat Jayaraman, Dr. M. Sethumadhavan, Dr. Jevitha K. P.

Publisher : Wiley

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

A reinforcement learning approach for improving internet connectivity in maritime network

Authors : Dr. Simi Surendran, Dr. Maneesha Vinodini Ramesh

Publisher : Academic

Year : 2019

Intelligence in wireless network routing through reinforcement learning

Authors : Dr. Simi Surendran, Vinodini, M.

Publisher : Inderscience

Year : 2019

VARMAN: Multi-plane security framework for software defined networks

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

Publisher : Elsevier

Year : 2019

SDNFV Based Threat Monitoring and Security Framework for Multi-Access Edge Computing Infrastructure

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

Publisher : Mobile Networks and Applications

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

SubspaceDB: In-database subspace clustering for analytical query processing

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

Publisher : Elsevier

Year : 2019

Temporal Constrained Objects for Modelling Neuronal Dynamics

Authors : Dr. Bipin Kumar G. Nair, Dr. Shyam Diwakar, Dr. Jinesh M. K., Dr. Manjusha Nair M., Bharat Jayaraman .

Publisher : PeerJ Computer Science,

Year : 2018

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

K-Medoid Clustering for Heterogeneous DataSets

Authors : Late Dr. Sandhya Harikumar (Memorial Page), PV Surya

Publisher : Elsevier

Year : 2015

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