Personal information

Verified email addresses

India

Biography

Dr R Rajakumar has more than 7 years of teaching and research experience with strong knowledge in optimization problems, wireless sensor networks, and machine learning. He completed his PhD at Pondicherry Central University, Pondicherry. He has published twelve papers within the past five years related to the execution of optimization algorithms. He has expanded his research interests using machine learning techniques. He is also an expert in executing the single objective engineering design problem using optimization algorithms. He has proposed a novel optimization algorithm, and the same has been published in an Elsevier journal with an impact factor of 10.5. He has expertise in proposing new optimization algorithms to solve complex engineering design problems. He has organized more than five international and national seminars for students and faculty to expose their knowledge of optimization algorithms.

Activities

Employment (3)

Vellore Institute of Technology, Chennai: Chennai, TamilNadu, IN

2023-05-08 to present | Associate Professor (Computer Science and Engineering)
Employment
Source: Self-asserted source
Rajakumar Ramalingam

Madanapalle Institute of Technology and Science: Madanapalle, Andhra Pradesh, IN

2019-08 to 2023-05-03 | Associate Professor (Computer Science and Engineering)
Employment
Source: Self-asserted source
Rajakumar Ramalingam

Vignan's Foundation for Science, Technology and Research: Vadlamudi, Andhra Pradesh, IN

2018-01-22 to 2019-08 | Assistant Professor (Computer Science and Engineering)
Employment
Source: Self-asserted source
Rajakumar Ramalingam

Education and qualifications (3)

Pondicherry University: Pondicherry, Puducherry, IN

2014-08-20 to 2019-05-03 | Ph.D (Computer Science)
Education
Source: Self-asserted source
Rajakumar Ramalingam

Pondicherry Engineering College: Pillaichavady, Puducherry, IN

2012-08-01 to 2014-05-01 | M.Tech (Computer Science and Engineering)
Qualification
Source: Self-asserted source
Rajakumar Ramalingam

Manakula Vinayagar Institute of Technology: Kalitheerthalkuppam, Puducherry, IN

2008-08-01 to 2012-05-01 | B.Tech (Computer Science and Engineering)
Qualification
Source: Self-asserted source
Rajakumar Ramalingam

Works (41)

Development of a Real-Time Fault Detection Model for Hydraulic Brake Systems Using Vibration Analysis and Machine Learning With Wavelet Features

IEEE Access
2024 | Journal article
Contributors: G. Sakthivel; D. Saravanakumar; R. Jegadeeshwaran; R. Rajakumar; T. M. Alamelu Manghai; S. Abirami
Source: check_circle
Crossref

Improved Crow Search-based Feature Selection and Ensemble Learning for IoT Intrusion Detection

IEEE Access
2024 | Journal article | Methodology, Writing - review & editing
Part of ISSN: 2169-3536
Contributors: D Jayalatchumy; Rajakumar Ramalingam; Aravind Balakrishnan; Mejdl Safran; Sultan Alfarhood
Source: Self-asserted source
Rajakumar Ramalingam
grade
Preferred source (of 2)‎

Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance

PeerJ Computer Science
2024-01-29 | Journal article
Contributors: Kalaipriyan Thirugnanasambandam; Jayalakshmi Murugan; Rajakumar Ramalingam; Mamoon Rashid; R. S. Raghav; Tai-hoon Kim; Gabriel Avelino Sampedro; Mideth Abisado
Source: check_circle
Crossref

EECHS-ARO: Energy-efficient cluster head selection mechanism for livestock industry using artificial rabbits optimization and wireless sensor networks

Electronic Research Archive
2023 | Journal article | Conceptualization
Part of ISSN: 2688-1594
Contributors: Rajakumar Ramalingam; Saleena B; Shakila Basheer; Prakash Balasubramanian; Mamoon Rashid; Gitanjali Jayaraman
Source: Self-asserted source
Rajakumar Ramalingam

Secure keys data distribution based user-storage-transit server authentication process model using mathematical post-quantum cryptography methodology

Networks and Heterogeneous Media
2023 | Journal article | Supervision
Part of ISSN: 1556-1801
Contributors: Santosh Kumar Henge; Gitanjali Jayaraman; M Sreedevi; Rajakumar Ramalingam; Mamoon Rashid; Sultan S. Alshamrani; Mrim M. Alnfiai; Ahmed Saeed AlGhamdi
Source: Self-asserted source
Rajakumar Ramalingam

MOJMA: A novel multi-objective optimization algorithm based Java Macaque Behavior Model

AIMS Mathematics
2023-11 | Journal article | Supervision
Part of ISSN: 2473-6988
Contributors: Dinesh Karunanidy; Rajakumar Ramalingam; Shakila Basheer; Nandhini Mahadevan; Mamoon Rashid
Source: Self-asserted source
Rajakumar Ramalingam

Energy-efficient virtual machine placement in distributed cloud using NSGA-III algorithm

Journal of Cloud Computing
2023-08-26 | Journal article | Supervision
Part of ISSN: 2192-113X
Contributors: Arunkumar Gopu; Kalaipriyan Thirugnanasambandam; Rajakumar Ramalingam; Ahmed Saeed AlGhamdi; Sultan S. Alshamrani; K. Maharajan; Mamoon Rashid
Source: Self-asserted source
Rajakumar Ramalingam

Dependable and Non-Dependable Multi-Authentication Access Constraints to Regulate Third-Party Libraries and Plug-Ins across Platforms

Systems
2023-05 | Journal article | Author
Contributors: Henge Santosh Kumar; Gnaniyan Uma Maheswari; Rajakumar Ramalingam; Sultan Alshamrani; Mamoon Rashid; Jayalakshmi Murugan
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Hybrid gated recurrent unit and convolutional neural network-based deep learning mechanism for efficient shilling attack detection in social networks

Computers and Electrical Engineering
2023-05 | Journal article | Methodology
Part of ISSN: 0045-7906
Contributors: N. Praveena; Kapil Juneja; Dr. Mamoon Rashid; Alaa Omran Almagrabi; Kaushik Sekaran; Rajakumar Ramalingam; Muhammad Usman; Rajakumar Ramalingam
Source: Self-asserted source
Rajakumar Ramalingam

Multi-objective Boolean grey wolf optimization based decomposition algorithm for high-frequency and high-utility itemset mining

AIMS Mathematics
2023-05 | Journal article | Writing - review & editing
Part of ISSN: 2473-6988
Contributors: N. Pazhaniraja; Shakila Basheer; Kalaipriyan Thirugnanasambandam; Rajakumar Ramalingam; Mamoon Rashid; J. Kalaivani
Source: Self-asserted source
Rajakumar Ramalingam

Multi-Objective ABC-NM Algorithm for Multi-Dimensional Combinatorial Optimization Problem

Axioms
2023-04 | Journal article | Author
Contributors: Muniyan Rajeswari; Rajakumar Ramalingam; Shakila Basheer; Keerthi Samhitha Babu; Dr. Mamoon Rashid; Ramar Saranya
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A review on Machine Learning based IDS approaches in Wireless sensor networks

2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS)
2023-03-17 | Conference paper | Supervision
Contributors: Madhu Midhan T; Kalepalli Devika; Rajakumar Ramalingam; Manikandan R; Dinesh K; M Sreedevi
Source: Self-asserted source
Rajakumar Ramalingam

An Efficient Framework to Detect Intracranial Hemorrhage Using Hybrid Deep Neural Networks

Brain Sciences
2023-02 | Journal article | Author
Contributors: Manikandan Rajagopal; Suvarna Buradagunta; Meshari Almeshari; Yasser Alzamil; Rajakumar Ramalingam; Vinayakumar Ravi
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Predicting Alzheimer’s Disease Using Deep Neuro-Functional Networks with Resting-State fMRI

Electronics
2023-02-19 | Journal article
Contributors: Sambath Kumar Sethuraman; Nandhini Malaiyappan; Rajakumar Ramalingam; Shakila Basheer; Mamoon Rashid; Nazir Ahmad
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Image Classification for Rice varieties using Deep Learning Models

YMER
2022 | Journal article | Supervision
Contributors: Rajakumar Ramalingam
Source: Self-asserted source
Rajakumar Ramalingam

Job scheduling problem in fog-cloud-based environment using reinforced social spider optimization

Journal of Cloud Computing
2022-12-23 | Journal article | Validation, Writing - review & editing
Part of ISSN: 2192-113X
Contributors: P. Kuppusamy; N. Marline Joys Kumari; Wael Y. Alghamdi; Hashem Alyami; Abdul Rehman Javed; Mamoon Rashid; Rajakumar Ramalingam
Source: Self-asserted source
Rajakumar Ramalingam

Patron–Prophet Artificial Bee Colony Approach for Solving Numerical Continuous Optimization Problems

Axioms
2022-10 | Journal article | Author
Contributors: Kalaipriyan Thirugnanasambandam; Rajakumar Ramalingam; Divya Mohan; Dr. Mamoon Rashid; Kapil Juneja; Sultan Alshamrani
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Oppositional Pigeon-Inspired Optimizer for Solving the Non-Convex Economic Load Dispatch Problem in Power Systems

Mathematics
2022-09 | Journal article | Author
Contributors: Rajakumar Ramalingam; 0000-0001-9974-8075; Sultan Alshamrani; Dr. Mamoon Rashid; Swamidoss Mathumohan; Ankur Dumka
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

OGWO-CH: Hybrid Opposition-Based Learning with Gray Wolf Optimization Based Clustering Technique in Wireless Sensor Networks

Electronics
2022-08 | Journal article | Author
Contributors: Rajakumar Ramalingam; 0000-0001-9974-8075; Aravind Balakrishnan; Mamoon Rashid; Ankur Dumka; Ashraf Afifi; Sultan Alshamrani
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Routing Protocol for MANET Based on QoS-Aware Service Composition with Dynamic Secured Broker Selection

Electronics
2022-08 | Journal article | Author
Contributors: Rajakumar Ramalingam; Rajeswari Muniyan; Ankur Dumka; Devesh Pratap Singh; Heba G. Mohamed; Rajesh Singh; Divya Anand; Irene Delgado Noya
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Artificial Bee Colony Algorithm with Nelder–Mead Method to Solve Nurse Scheduling Problem

Mathematics
2022-07-25 | Journal article
Contributors: Rajeswari Muniyan; Rajakumar Ramalingam; Sultan S. Alshamrani; Durgaprasad Gangodkar; Ankur Dumka; Rajesh Singh; Anita Gehlot; Mamoon Rashid
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Secure Token–Key Implications in an Enterprise Multi-Tenancy Environment Using BGV–EHC Hybrid Homomorphic Encryption

Electronics
2022-06-21 | Journal article
Contributors: Pooja Dhiman; Santosh Kumar Henge; Rajakumar Ramalingam; Ankur Dumka; Rajesh Singh; Anita Gehlot; Mamoon Rashid; Sultan S. Alshamrani; Ahmed Saeed AlGhamdi; Abdullah Alshehri
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Neural Network

Applied Sciences
2022-06-19 | Journal article
Contributors: Sakshi Dua; Sethuraman Sambath Kumar; Yasser Albagory; Rajakumar Ramalingam; Ankur Dumka; Rajesh Singh; Mamoon Rashid; Anita Gehlot; Sultan S. Alshamrani; Ahmed Saeed AlGhamdi
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Neighborhood rough set‐based route selection for mobile ad hoc networks

International Journal of Communication Systems
2022-04-18 | Journal article
Part of ISSN: 1074-5351
Part of ISSN: 1099-1131
Source: Self-asserted source
Rajakumar Ramalingam
grade
Preferred source (of 3)‎

An energy-efficient cluster formation in wireless sensor network using grey wolf optimisation

International Journal of Applied Management Science
2021 | Journal article
Part of ISSN: 1755-8913
Part of ISSN: 1755-8921
Source: Self-asserted source
Rajakumar Ramalingam
grade
Preferred source (of 3)‎

Multi-objective swarm-based model for deploying virtual machines on cloud physical servers

Distributed and Parallel Databases
2021 | Journal article
EID:

2-s2.0-85106339072

Part of ISSN: 15737578 09268782
Contributors: Saravanan, D.; Rajakumar, R.; Sreedevi, M.; Dinesh, K.; Sudha, S.V.; Anguraj, D.K.; Mubarakali, A.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

Self-organisation migration technique for enhancing the permutation coded genetic algorithm

International Journal of Applied Management Science
2021 | Journal article
Part of ISSN: 1755-8913
Part of ISSN: 1755-8921
Source: Self-asserted source
Rajakumar Ramalingam
grade
Preferred source (of 2)‎

An Intelligent Optimized Route-Discovery Model for IoT-Based VANETs

Processes
2021-12-02 | Journal article
Contributors: Dinesh Karunanidy; Rajakumar Ramalingam; Ankur Dumka; Rajesh Singh; Ibrahim Alsukayti; Divya Anand; Habib Hamam; Muhammad Ibrahim
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Accelerated grey wolf optimization for global optimization problems

Technological Forecasting and Social Change
2021-08 | Journal article
Part of ISSN: 0040-1625
Source: Self-asserted source
Rajakumar Ramalingam
grade
Preferred source (of 2)‎

A novel self-organisation model for improving the performance of permutation coded genetic algorithm

International Journal of Advanced Intelligence Paradigms
2020 | Journal article
EID:

2-s2.0-85094126372

Part of ISSN: 17550394 17550386
Contributors: Dinesh, K.; Amudhavel, J.; Rajakumar, R.; Dhavachelvan, P.; Subramanian, R.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier
grade
Preferred source (of 3)‎

An energy-efficient cluster head selection in wireless sensor network using grey wolf optimization algorithm

Telkomnika (Telecommunication Computing Electronics and Control)
2020 | Journal article
EID:

2-s2.0-85097070363

Part of ISSN: 23029293 16936930
Contributors: Sekaran, K.; Rajakumar, R.; Dinesh, K.; Rajkumar, Y.; Latchoumi, T.P.; Kadry, S.; Lim, S.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

Clustering with classification based identification on diabetics disease to avoid blindness in early stage

International Journal of Scientific and Technology Research
2020 | Journal article
EID:

2-s2.0-85079907281

Part of ISBN:

22778616

Contributors: Muthukumaran, S.; Rajakumar, R.; Dinesh, K.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

Optimal parameter tuning for PID controller using accelerated grey Wolf optimisation in smart sensor environments

Electronic Government
2020 | Journal article
EID:

2-s2.0-85080069405

Part of ISBN:

17407508 17407494

Contributors: Rajakumar, R.; Sivanandakumar, D.; Uthayakumar, J.; Vengattaraman, T.; Dinesh, K.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier
grade
Preferred source (of 3)‎

RFA Reinforced Firefly Algorithm to Identify Optimal Feature Subsets for Network IDS

International Journal of Grid and High Performance Computing
2020-07 | Journal article
Part of ISSN: 1938-0259
Part of ISSN: 1938-0267
Source: Self-asserted source
Rajakumar Ramalingam
grade
Preferred source (of 5)‎

Bi-Directional Self-Organization Technique for Enhancing the Genetic Algorithm

Proceedings of the 6th International Conference on Information Technology: IoT and Smart City
2018 | Conference paper
Part of ISBN: 978-1-4503-6629-8
Source: Self-asserted source
Rajakumar Ramalingam
grade
Preferred source (of 2)‎

A survey on classification of network structure routing protocols in wireless sensor networks

2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016
2017 | Conference paper
EID:

2-s2.0-85020010344

Contributors: Raja, B.; Rajakumar, R.; Dhavachelvan, P.; Vengattaraman, T.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

GWO-LPWSN: Grey Wolf Optimization Algorithm for Node Localization Problem in Wireless Sensor Networks

Journal of Computer Networks and Communications
2017 | Journal article
Contributors: R. Rajakumar; J. Amudhavel; P. Dhavachelvan; T. Vengattaraman
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A survey on nature inspired meta-heuristic algorithms with its domain specifications

Proceedings of the International Conference on Communication and Electronics Systems, ICCES 2016
2016 | Conference paper
EID:

2-s2.0-85018459202

Contributors: Rajakumar, R.; Dhavachelvan, P.; Vengattaraman, T.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

Greedy based population seeding technique in Ant Colony Optimization algorithm

Proceedings of the International Conference on Communication and Electronics Systems, ICCES 2016
2016 | Conference paper
EID:

2-s2.0-85018440600

Contributors: Thirugnanasambandam, K.; Ramalingam, R.; Thirumal, V.; Pothula, S.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

Markovian process based reputation mechanisms for detecting selfish nodes in MANETs: A survey

2013 5th International Conference on Advanced Computing, ICoAC 2013
2014 | Conference paper
EID:

2-s2.0-84911164650

Contributors: Sengathir, J.; Manoharan, R.; Raja Kumar, R.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

Semi - Markov based node behavior model for isolating selfish neighbors in MANETs

2014 International Conference on Recent Trends in Information Technology, ICRTIT 2014
2014 | Conference paper
EID:

2-s2.0-84921038392

Contributors: Sengathir, J.; Manoharan, R.; Raja Kumar, R.
Source: Self-asserted source
Rajakumar Ramalingam via Scopus - Elsevier

Peer review (68 reviews for 12 publications/grants)

Review activity for Applied sciences. (33)
Review activity for Biomedical signal processing and control. (2)
Review activity for Diagnostics. (5)
Review activity for Electronic government. (2)
Review activity for Electronics. (7)
Review activity for Evolving systems. (1)
Review activity for IEEE internet of things journal. (2)
Review activity for International journal of business information systems. (1)
Review activity for Mathematics. (4)
Review activity for Multiscale and Multidisciplinary Modeling, Experiments and Design. (1)
Review activity for Sensors. (3)
Review activity for SN computer science. (7)