AI (Artificial Intelligence) and Distributed Systems

Aggregating Reliable Submissions in Crowdsourcing Systems

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

Publisher : IEEE

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

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

Publisher : IEEE Access

K-Medoid Clustering for Heterogeneous DataSets

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

Publisher : Elsevier

A reinforcement learning approach for improving internet connectivity in maritime network

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

Publisher : Academic

Intelligence in wireless network routing through reinforcement learning

Authors : Dr. Simi Surendran, Vinodini, M.

Publisher : Inderscience

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

Modelling communication capability and node reorientation in offshore communication network

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

Publisher : Elsevier

Resilient green cellular IoT for landslide monitoring using voice channels

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

Publisher : MDPI

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

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

Publisher : Elsevier

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

Authors : Late Dr. Sandhya Harikumar (Memorial Page)

Publisher : IGI Global

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

VARMAN: Multi-plane security framework for software defined networks

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

Publisher : Elsevier

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

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

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

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

Semantics of temporal constrained objects

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

Publisher : Elsevier

Finite-state model extraction and visualization from Java program execution

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

Publisher : Wiley

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

SubspaceDB: In-database subspace clustering for analytical query processing

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

Publisher : Elsevier

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)

Compact visualization of Java program execution

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

Publisher : Wiley

Temporal constrained objects: Application and implementation

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

Publisher : Elsevier

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)

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,

Semi supervised approach towards subspace clustering

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

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

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 .

A Novel Method for Text Summarization and Clustering of Documents

Publisher : IEEE

Document Clustering Using Keyword Extraction

Publisher : IEEE

Modeling & Verification of an Adaptive IoT System using Uppaal

Publisher : IEEE

Adaptive IoT System for Precision Agriculture

Publisher : Springer

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

Publisher : IEEE

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

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

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

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

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

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

Publisher : IEEE Xplore

AI-Enabled Pregnancy Risk Monitoring and Prediction: A Review

Authors : Dr. Simi Surendran, Chandrika, Vidyalekshmi

Publisher : Springer

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

Authors : Dr. Subhasri Duttagupta, Athira K.M

Publisher : Springer

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

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

Publisher : IEEE

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

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

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

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,

COVID-19 Semantic Search Engine Using Sentence-Transformer Models

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

Publisher : Springer

Predicting IMDB Movie Ratings Using RoBERTa Embeddings and Neural Networks

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

Publisher : Springer

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

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,

Matrix Factorization for Recommendation System

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

Publisher : Springer

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)

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

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

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

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

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

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

Publisher : IEEE Xplore

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

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

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

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

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.,

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)

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

Data integration of heterogeneous data sources using QR decomposition

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

Publisher : IEEE

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)

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)

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

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,

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,

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)

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

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.

A method to induce indicative functional dependencies for relational data model

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

Publisher : Springer

Document Representations to Improve Topic Modelling

Authors : Poojitha, P. Venkata, and Remya RK Menon

Publisher : IEEE

Parallel Approach for Document Representation using Dictionary Learning

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

Publisher : IEEE

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

Online Updating Of SVD For Dictionary Learning

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

Publisher : IEEE

An Experimental Study of Parallelism in Different Python Frameworks

Authors : Dr. Swaminathan J., Jerome Joseph T

Publisher : ICICT-2022

Enabling Granular Exploration of Sequence Diagrams with Activity Diagrams

Authors : Dr. Swaminathan J., Aswathy Mohan

Publisher : IC3SIS-2022

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

Authors : Kavitha Kr, Aiswarya Rajan Kv, Anjali Pillai

Publisher : IEEE

Evaluation of Dimensionality Reduction Techniques for Big data

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

Publisher : IEEE

Laplacian Score and Top Scoring Pair Feature Selection Algorithms

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

Publisher : IEEE

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

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

Publisher : IEEE

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

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

Publisher : IEEE

Ensemble-based Feature Selection using Symmetric Uncertainty and SVM classification

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

Publisher : IEEE

Health Weather App

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

Publisher : IEEE

Diagnosis Prediction Model for COVID-19

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

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),

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)

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,

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)

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

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,

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

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

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.

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