Soumya Banerjee

Orcid: 0000-0002-7649-8429

Affiliations:
  • Conservatoire Nationale des Arts et Metiers / INRIA Paris ex-visiting CNRS INSA de Lyon, Paris, France
  • Birla Institute of Technology, Mesra, Ranchi, India (PhD 2009)


According to our database1, Soumya Banerjee authored at least 53 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
Exploring Homomorphic Encryption and Differential Privacy Techniques towards Secure Federated Learning Paradigm.
Future Internet, 2023

2022
A data-owner centric privacy model with blockchain and adapted attribute-based encryption for internet-of-things and cloud environment.
Int. J. Inf. Comput. Secur., 2022

Towards Possibilities of Energy Minimization in Consensus and Mining Paradigm.
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022

2021
Test Data Generation and Selection Using Levy Flight-Based Firefly Algorithm.
Int. J. Softw. Innov., 2021

Exploring the forecasting approach for road accidents: Analytical measures with hybrid machine learning.
Expert Syst. Appl., 2021

Identity Management with Hybrid Blockchain Approach: A Deliberate Extension with Federated-Inverse-Reinforcement Learning.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

Business Recommender System through Matchmaking with Supervised Machine Learning in Distributed Digital Platforms: Energy Complexity Analysis.
Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021

2020
Identifying emotion pattern from physiological sensors through unsupervised EMDeep model.
J. Intell. Fuzzy Syst., 2020

A Realistic Deployment of Named Data Networking in the Internet of Things.
J. Cyber Secur. Mobil., 2020

Workflow scheduling with data transfer optimisation and enhancement of reliability in cloud data centres.
Int. J. Commun. Networks Distributed Syst., 2020

Property-based token attestation in mobile computing.
Concurr. Comput. Pract. Exp., 2020

Graph Based Subjective Matching of Trusted Strings and Blockchain Based Filtering for Connected Vehicles.
Proceedings of the Mobile, Secure, and Programmable Networking, 2020

Developing Customized and Secure Blockchains with Deep Federation Learning to Prevent Successive Attacks.
Proceedings of the Mobile, Secure, and Programmable Networking, 2020

2019
Exploring Scope of Computational Intelligence in IoT Security Paradigm.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Erratum: "Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data".
J. Inf. Knowl. Manag., 2019

Test Suite Optimization Using Firefly and Genetic Algorithm.
Int. J. Softw. Sci. Comput. Intell., 2019

Exploring Visual Analytics to Measure Reliability for IoT Oriented Pollution Detection Software Perspectives.
Int. J. Distributed Syst. Technol., 2019

Comparing different Machine-Learning techniques to predict Vehicles' Positions using the received Signal Strength of periodic messages.
Proceedings of the 12th IFIP Wireless and Mobile Networking Conference, 2019

2018
Evaluating Decision Analytics from Mobile Big Data using Rough Set Based Ant Colony.
Proceedings of the Mobile Big Data, A Roadmap from Models to Technologies., 2018

Community Detection in Social Network: An Experience with Directed Graphs.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Exploring New Vista of intelligent collaborative filtering: A restaurant recommendation paradigm.
J. Comput. Sci., 2018

Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data.
J. Inf. Knowl. Manag., 2018

Test Suite Minimization in Regression Testing Using Hybrid Approach of ACO and GA.
Int. J. Appl. Metaheuristic Comput., 2018

Predicting transmission success with Support Vector Machine in VANETs.
Proceedings of the 2018 IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, 2018

Predicting Vehicles' Positions Using Roadside Units: A Machine-Learning Approach.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

2017
Test Suite Optimization Using Chaotic Firefly Algorithm in Software Testing.
Int. J. Appl. Metaheuristic Comput., 2017

Configuring a Trusted Cloud Service Model for Smart City Exploration Using Hybrid Intelligence.
Int. J. Ambient Comput. Intell., 2017

Mobility Prediction in Vehicular Networks: An Approach Through Hybrid Neural Networks Under Uncertainty.
Proceedings of the Mobile, Secure, and Programmable Networking, 2017

2016
Tracking of experts for enhancement of activities in social network: an analysis of collaborative activity on Wikipedia by applying fuzzy logic.
Int. J. Adv. Intell. Paradigms, 2016

State transition in communication under social network: An analysis using fuzzy logic and Density Based Clustering towards big data paradigm.
Future Gener. Comput. Syst., 2016

2015
Measuring Software Reliability: A Trend Using Machine Learning Techniques.
Proceedings of the Complex System Modelling and Control Through Intelligent Soft Computations, 2015

Evaluating the Degree of Trust Under Context Sensitive Relational Database Hierarchy Using Hybrid Intelligent Approach.
Int. J. Rough Sets Data Anal., 2015

Exploring the Cognitive Psychology Paradigm of a Programming Language and Identification of Emotion under Collective Intelligence: An Experience with an Ant Colony Metaphor.
Proceedings of the 18th International Conference on Network-Based Information Systems, 2015

2014
Analyzing Tweet Cluster Using Standard Fuzzy C Means Clustering.
Proceedings of the Social Networks: A Framework of Computational Intelligence, 2014

Community Detection in Social Network: An Experience with Directed Graphs.
Encyclopedia of Social Network Analysis and Mining, 2014

Bilevel Optimization Using Bacteria Foraging Optimization Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

2013
An improvement of chaos-based hash function in cryptanalysis approach: An experience with chaotic neural networks and semi-collision attack.
Memetic Comput., 2013

Searching DNS for malicious domain registration: identification through hybrid cuckoo search metaphor and object-oriented implementation.
Int. J. Reason. based Intell. Syst., 2013

Managing End-to-End Security Risks with Fuzzy Logic in Service-Oriented Architectures.
Proceedings of the IEEE Ninth World Congress on Services, 2013

Linear Correlation-Based Feature Selection for Network Intrusion Detection Model.
Proceedings of the Advances in Security of Information and Communication Networks, 2013

Decision support system for customer churn reduction approach.
Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

Modeling the evolution of post disaster social awareness from social Web sites.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

2012
Analyzing collective behavior from blogs using swarm intelligence.
Knowl. Inf. Syst., 2012

Minimizing the ripple effect of web-centric software by using the pheromone extension.
Inf. Sci., 2012

A bio-inspired perspective towards retail recommender system: Investigating optimization in retail inventory.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

2011
An Adaptive Questionnaire generation using <i>learning from fuzzy</i> and <i>post clustering</i> of customers responses: an Experience with Communication Products.
Telecommun. Syst., 2011

Exploring wiki: measuring the quality of social media using ant colony metaphor.
Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011

2010
Developing an Adaptive Learning Based Tourism Information System Using Ant Colony Metaphor.
Proceedings of the Computational Intelligence for Technology Enhanced Learning, 2010

Rough Set Approach in Ultrasound Biomicroscopy Glaucoma Analysis.
Proceedings of the Advances in Computer Science and Information Technology, 2010

Visualization of hidden structures in corporate failure prediction using opposite pheromone per node model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Ultrasound Biomicroscopy Glaucoma Images Analysis Based on Rough Set and Pulse Coupled Neural Network.
Proceedings of the Foundations of Computational Intelligence, 2009

Clustering Time Series Data: An Evolutionary Approach.
Proceedings of the Foundations of Computational Intelligence - Volume 6: Data Mining, 2009

Intelligent Analysis of Prostate Ultrasound Images.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009


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