Faculty

Profile

Dr RAMKUMAR S

MCA, MPhil, PhD
ASSOCIATE PROFESSOR

SCHOOL OF SCIENCES
BANGALORE CAMPUS
 Print Profile

Sl.No. Title Name of Periodical Periodicity Date
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Minimizing Energy Depletion Using Extended Lifespan: QoS Satisfied Multiple Learned Rate (ELQSSM-ML) for Increased Lifespan of Mobile Adhoc Networks (MANET) Information 04-May-2023 14 / 4 / 244-

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL ,JEYAKRISHNAN VENUGOPAL, IOANNIS E. SARRIS ,KARUPPUSAMY LOGANATHAN
Title of Article Minimizing Energy Depletion Using Extended Lifespan: QoS Satisfied Multiple Learned Rate (ELQSSM-ML) for Increased Lifespan of Mobile Adhoc Networks (MANET)
Name of Journal Information
Volume No 14
Issue No 4
Page No 244-
URL https://www.mdpi.com/journal/information
Indexing Agency Web of Science and Scopus
Date of Publication 04-May-2023
2 Heat and Mass Transport in Casson Nanofluid Flow over a 3-D Riga Plate with Cattaneo-Christov Double Flux: A Computational Modeling through Analytical Method Symmetry 26-Apr-2023 15 / 3 / 725-

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,KARUPPUSAMY LOGANATHAN,S.ESWARAMOORTHI,P. CHINNASAMY,REEMA JAIN,RIFAQAT ALI ,N. N ITHYA DEVI
Title of Article Heat and Mass Transport in Casson Nanofluid Flow over a 3-D Riga Plate with Cattaneo-Christov Double Flux: A Computational Modeling through Analytical Method
Name of Journal Symmetry
Volume No 15
Issue No 3
Page No 725-
URL https://www.mdpi.com/journal/symmetry
Indexing Agency Web of Science and Scopus
Date of Publication 26-Apr-2023
3 An Automated Path-Focused Test Case Generation with Dynamic Parameterization Using Adaptive Genetic Algorithm (AGA) for Structural Program Testing Information 06-Mar-2023 16 / 14 / 1-18

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) MANIKANDAN RAJAGOPAL ,RAMKUMAR S,KARUPPUSAMY LOGANATHAN,LOANNIS E. SARRIS
Title of Article An Automated Path-Focused Test Case Generation with Dynamic Parameterization Using Adaptive Genetic Algorithm (AGA) for Structural Program Testing
Name of Journal Information
Volume No 16
Issue No 14
Page No 1-18
URL https://www.mdpi.com/journal/information
Indexing Agency Web of Science and Scopus
Date of Publication 06-Mar-2023
4 Classification of Silicon (Si) Wafer Material Defects in Semiconductor Choosers using a Deep Learning ShuffleNet-v2-CNN Model Advances in Materials Science and Engineering 15-Sep-2022 2022 / 1829792 / 1-12

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,RAJESH DOSS,JAYABRABU RAMAKRISHNAN,S. KAVITHA,G. CHARLYN PUSHPA LATHA,KIRAN RAMASWAMY
Title of Article Classification of Silicon (Si) Wafer Material Defects in Semiconductor Choosers using a Deep Learning ShuffleNet-v2-CNN Model
Name of Journal Advances in Materials Science and Engineering
Volume No 2022
Issue No 1829792
Page No 1-12
URL https://www.hindawi.com/journals/amse/about/
Indexing Agency Web of Science and Scopus
Date of Publication 15-Sep-2022
5 Analysis of error rate for various attributes to obtain the optimal decision tree International Journal of Intelligent Enterprise 08-Sep-2022 9 / 4 / 458-472

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,K. MAHESAWRI
Title of Article Analysis of error rate for various attributes to obtain the optimal decision tree
Name of Journal International Journal of Intelligent Enterprise
Volume No 9
Issue No 4
Page No 458-472
URL https://www.inderscience.com/jhome.php?jcode=ijie
Indexing Agency Scopus
Date of Publication 08-Sep-2022
6 Classification of Electroencephalogram Signal for Developing Brain-Computer Interface Using Bioinspired Machine Learning Approach Computational Intelligence and Neuroscience 25-Feb-2022 2022 / 4487254 / 1-17

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,M.THILAGARAJ,S.RAMKUMAR,N.ARUNKUMAR,A.DURGADEVI,K. KARTHIKEYAN,S. HARIHARASITARAMAN,M. PALLIKONDA RAJASEKARAN,PETCHINATHAN GOVINDAN
Title of Article Classification of Electroencephalogram Signal for Developing Brain-Computer Interface Using Bioinspired Machine Learning Approach
Name of Journal Computational Intelligence and Neuroscience
Volume No 2022
Issue No 4487254
Page No 1-17
URL https://www.hindawi.com/journals/cin/
Indexing Agency Web of Science and Scopus
Date of Publication 25-Feb-2022
7 A scientometric study on components of Soft Computing methods from 1999 to 2019 for top most populated countries from Asian Continent Applied Nanoscience 11-Feb-2022 / / 1-26

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,M. BARATH KESAVAN,S. RAMKUMAR,S. KARTHEESWARAN,V. LAVAKUMAR, G. ELANJIYAM,B. SHANMUGA PRIYA,G. THAMARAISELVI
Title of Article A scientometric study on components of Soft Computing methods from 1999 to 2019 for top most populated countries from Asian Continent
Name of Journal Applied Nanoscience
Volume No
Issue No
Page No 1-26
URL https://www.springer.com/journal/13204
Indexing Agency Web of Science and Scopus
Date of Publication 11-Feb-2022
8 A Torn ACL Mapping in Knee MRI Images Using Deep Convolution Neural Network with Inception-v3 Journal of Healthcare Engineering 08-Feb-2022 2022 / 7872500 / 1-9

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,S. SRIDHAR,J. AMUTHARAJ,PRAJOONA VALSALAN,B. ARTHI,S. RAMKUMAR,S. MATHUPRIYA,T. RAJENDRAN,YOSEF ASRAT WAJI
Title of Article A Torn ACL Mapping in Knee MRI Images Using Deep Convolution Neural Network with Inception-v3
Name of Journal Journal of Healthcare Engineering
Volume No 2022
Issue No 7872500
Page No 1-9
URL https://www.hindawi.com/journals/jhe/
Indexing Agency Web of Science and Scopus
Date of Publication 08-Feb-2022
9 Eye Movement Signal Classification for Developing Human-Computer Interface Using Electrooculogram Journal of Healthcare Engineering 08-Dec-2021 2021 / 7901310 / 1-11

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,M. THILAGARAJ,B. DWARAKANATH,S. RAMKUMAR,K. KARTHIKEYAN,A. PRABHU,GURUSAMY SARAVANAKUMAR,M. PALLIKONDA RAJASEKARAN,N. ARUNKUMAR
Title of Article Eye Movement Signal Classification for Developing Human-Computer Interface Using Electrooculogram
Name of Journal Journal of Healthcare Engineering
Volume No 2021
Issue No 7901310
Page No 1-11
URL https://www.hindawi.com/journals/jhe/about/
Indexing Agency Web of Science and Scopus
Date of Publication 08-Dec-2021
10 Hybrid clustering algorithm for an efficient brain tumor segmentation Materials Today: Proceedings 16-Feb-2021 37 / PART2 / 3002-3006

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,K.MAHESWARI,A.BALAMURUGAN,P.MALATHI
Title of Article Hybrid clustering algorithm for an efficient brain tumor segmentation
Name of Journal Materials Today: Proceedings
Volume No 37
Issue No PART2
Page No 3002-3006
URL https://www.sciencedirect.com/journal/materials-today-proceedings
Indexing Agency Web of Science and Scopus
Date of Publication 16-Feb-2021
11 A bibliometric study on soft computing techniques and applications in top most populated asian countries Materials Today: Proceedings 31-Jan-2021 37 / / 2938-2946

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,S.KARTHEESWARAN,M. BARATHKESAVAN,V.LAVAKUMAR,G.ELANJIYAM,G.THAMARAISELVI,B. SHANMUGAPRIYA
Title of Article A bibliometric study on soft computing techniques and applications in top most populated asian countries
Name of Journal Materials Today: Proceedings
Volume No 37
Issue No
Page No 2938-2946
URL https://www.sciencedirect.com/journal/materials-today-proceedings
Indexing Agency Web of Science and Scopus
Date of Publication 31-Jan-2021
12 Survey of machine learning algorithms for breast cancer detection using mammogram images Materials Today: Proceedings 29-Jan-2021 37 / / 2738-2743

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,G. MEENALOCHINI
Title of Article Survey of machine learning algorithms for breast cancer detection using mammogram images
Name of Journal Materials Today: Proceedings
Volume No 37
Issue No
Page No 2738-2743
URL https://www.sciencedirect.com/journal/materials-today-proceedings
Indexing Agency Web of Science and Scopus
Date of Publication 29-Jan-2021
13 Electrooculogram-aided intelligent sensing and high-performance communication control system for massive ALS individuals The Journal of Supercomputing 04-Jan-2021 77 / / 6961-6978

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,JAYABRABU RAMAKRISHNAN,RAMKUMAR SIVASAKTHIVEL,T. AKILA,MERVIN RETNADHAS,TINTU THOMAS UTHUP,MYTHILY
Title of Article Electrooculogram-aided intelligent sensing and high-performance communication control system for massive ALS individuals
Name of Journal The Journal of Supercomputing
Volume No 77
Issue No
Page No 6961-6978
URL https://www.springer.com/journal/11227
Indexing Agency Web of Science and Scopus
Date of Publication 04-Jan-2021
14 Electrooculogram signal identification for elderly disabled using Elman network Microprocessors and Microsystems 02-Jan-2021 82 / / 103811-

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,M. THILAGARAJ,N. ARUNKUMAR,S. RAMKUMAR,S. HARIHARASITARAMAN
Title of Article Electrooculogram signal identification for elderly disabled using Elman network
Name of Journal Microprocessors and Microsystems
Volume No 82
Issue No
Page No 103811-
URL https://www.sciencedirect.com/journal/microprocessors-and-microsystems
Indexing Agency Web of Science and Scopus
Date of Publication 02-Jan-2021
15 Performance Of Big Data Analysis Of Sentiments In Twitter Dataset Using Svm Models International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies 30-Jun-2020 11 / 13 / 1-13

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,PREETHI N ,K. MAHESWARI,JAYABRABU RAMAKRISHNAN,DINESH MAVALUR,AZATH MUBARAKALI,S. RAMKUMAR
Title of Article Performance Of Big Data Analysis Of Sentiments In Twitter Dataset Using Svm Models
Name of Journal International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies
Volume No 11
Issue No 13
Page No 1-13
URL https://tuengr.com/
Indexing Agency Web of Science
Date of Publication 30-Jun-2020
16 Knowledge based fuzzy c‑means method for rapid brain tissues segmentation of magnetic resonance imaging scans with CUDA enabled GPU machine Journal of Ambient Intelligence and Humanized Computing 31-May-2020 / / 1-14

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,PRAJOONA VALSALAN,P. SRIRAMAKRISHNAN,S. SRIDHAR,G. CHARLYN PUSHPA LATHA,A. PRIYA,S. RAMKUMAR,A. ROBERT SINGH,T. RAJENDRAN
Title of Article Knowledge based fuzzy c‑means method for rapid brain tissues segmentation of magnetic resonance imaging scans with CUDA enabled GPU machine
Name of Journal Journal of Ambient Intelligence and Humanized Computing
Volume No
Issue No
Page No 1-14
URL https://www.springer.com/journal/12652
Indexing Agency Web of Science and Scopus
Date of Publication 31-May-2020
17 Brain-computer interface for amyotrophic lateral sclerosis patients using deep learning network Neural Computing and Applications 22-May-2020 / / 1-15

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,JAYABRABU RAMAKRISHNAN,DINESH MAVALURU,RAMKUMAR SIVA SAKTHIVEL,ABDULRAHMAN SAAD ALQAHTANI,AZATH MUBARAKALI,MERVIN RETNADHAS
Title of Article Brain-computer interface for amyotrophic lateral sclerosis patients using deep learning network
Name of Journal Neural Computing and Applications
Volume No
Issue No
Page No 1-15
URL https://www.springer.com/journal/521
Indexing Agency Web of Science and Scopus
Date of Publication 22-May-2020
18 A Review on Modern Electrooculography Based Human Computer Interfaces International Journal of Advanced Science and Technology 08-May-2020 29 / 9s / 466-469

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,MACKLINABRAHAM NAVAMANI,K. SATHESH KUMAR
Title of Article A Review on Modern Electrooculography Based Human Computer Interfaces
Name of Journal International Journal of Advanced Science and Technology
Volume No 29
Issue No 9s
Page No 466-469
URL http://sersc.org/journals/index.php/IJAST/index
Indexing Agency Scopus
Date of Publication 08-May-2020
19 Offline study for implementing human computer interface for elderly paralysed patients using electrooculography and neural networks International Journal of Intelligent Enterprise 24-Jan-2020 7 / 1/2/3 / 306-321

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,K.SATHESH KUMAR,K.MAHESWARI,P.PACKIA AMUTHA PRIYA,G.EMAYAVARAMBAN,J.MACKLIN ABRAHAM NAVAMANI
Title of Article Offline study for implementing human computer interface for elderly paralysed patients using electrooculography and neural networks
Name of Journal International Journal of Intelligent Enterprise
Volume No 7
Issue No 1/2/3
Page No 306-321
URL https://www.inderscience.com/jhome.php?jcode=ijie
Indexing Agency Scopus
Date of Publication 24-Jan-2020
20 Design and Development of Human Computer Interface Using Electrooculogram with Deep Learning Artificial Intelligence in Medicine 08-Jan-2020 102 / 101765 / -

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,GEER TENG,YUE HE,HENGJUN ZHAO,DUNHU LIU,JIN XIAO, S. RAMKUMAR
Title of Article Design and Development of Human Computer Interface Using Electrooculogram with Deep Learning
Name of Journal Artificial Intelligence in Medicine
Volume No 102
Issue No 101765
Page No -
URL https://www.sciencedirect.com/journal/artificial-intelligence-in-medicine
Indexing Agency Web of Science and Scopus
Date of Publication 08-Jan-2020
21 Electroencephalogram based communication system for locked in state person using mentally spelled tasks with optimized network model Artificial Intelligence in Medicine 04-Jan-2020 102 / 101766 / -

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,XU XIAOXIAO,LUO BIN,S. RAMKUMAR,S. SARAVANAN,M. SUNDAR PRAKASH BALAJI,S. DHANASEKARAN,J. THIMMIARAJA
Title of Article Electroencephalogram based communication system for locked in state person using mentally spelled tasks with optimized network model
Name of Journal Artificial Intelligence in Medicine
Volume No 102
Issue No 101766
Page No -
URL https://www.sciencedirect.com/journal/artificial-intelligence-in-medicine
Indexing Agency Web of Science and Scopus
Date of Publication 04-Jan-2020
22 Optimized artificial neural network based performance analysis of wheelchair movement for ALS patients Artificial Intelligence in Medicine 05-Nov-2019 102 / / 101754-

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,LI KAI,S. RAMKUMAR,J. THIMMIARAJA,S. DIWAKARAN
Title of Article Optimized artificial neural network based performance analysis of wheelchair movement for ALS patients
Name of Journal Artificial Intelligence in Medicine
Volume No 102
Issue No
Page No 101754-
URL https://www.sciencedirect.com/journal/artificial-intelligence-in-medicine
Indexing Agency Web of Science and Scopus
Date of Publication 05-Nov-2019
23 Signal identification system for developing rehabilitative device using deep learning algorithms Artificial Intelligence in Medicine 05-Nov-2019 102 / / 101755-

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,WENPING TANG,AIQUN WANG,S. RAMKUMAR,RADEEP KRISHNA RADHAKRISHNAN NAIR
Title of Article Signal identification system for developing rehabilitative device using deep learning algorithms
Name of Journal Artificial Intelligence in Medicine
Volume No 102
Issue No
Page No 101755-
URL https://www.sciencedirect.com/journal/artificial-intelligence-in-medicine
Indexing Agency Web of Science and Scopus
Date of Publication 05-Nov-2019
24 Metaheuristic FIR filter with game theory based compression technique- A reliable medical image compression technique for online applications Pattern Recognition Letters 01-Jul-2019 125 / / 7-12

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,LUO LI,MUNEESWARAN V,RAMKUMAR.S,EMAYAVARAMBAN.G,GUSTAVO RAMIREZ GONZALEZ
Title of Article Metaheuristic FIR filter with game theory based compression technique- A reliable medical image compression technique for online applications
Name of Journal Pattern Recognition Letters
Volume No 125
Issue No
Page No 7-12
URL https://www.sciencedirect.com/journal/pattern-recognition-letters
Indexing Agency Web of Science and Scopus
Date of Publication 01-Jul-2019
25 A Review on Electroencephalogram Based Brain Computer Interface for Elderly Disabled IEEE Access 02-Apr-2019 7 / / 36380-36387

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,XIN WAN,KEZHONG ZHANG,S.RAMKUMAR,J.DENY,G.EMAYAVARAMBAN,M.SIVA RAMKUMAR,AHMED FAEQ HUSSEIN
Title of Article A Review on Electroencephalogram Based Brain Computer Interface for Elderly Disabled
Name of Journal IEEE Access
Volume No 7
Issue No
Page No 36380-36387
URL https://ieeeaccess.ieee.org/
Indexing Agency Web of Science and Scopus
Date of Publication 02-Apr-2019
26 Prospects of Electrooculography in Human-Computer Interface Based Neural Rehabilitation for Neural Repair Patients IEEE Access 08-Mar-2019 7 / / 25506 -25515

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,SHAO FANG,AHMED FAEQ HUSSEIN,S.RAMKUMAR,K. S. DHANALAKSHM,G. EMAYAVARAMBAN
Title of Article Prospects of Electrooculography in Human-Computer Interface Based Neural Rehabilitation for Neural Repair Patients
Name of Journal IEEE Access
Volume No 7
Issue No
Page No 25506 -25515
URL https://ieeeaccess.ieee.org/
Indexing Agency Web of Science and Scopus
Date of Publication 08-Mar-2019
27 Brain Computer Interface for Neurodegenerative Person Using Electroencephalogram IEEE Access 07-Jan-2019 7 / / 2439-2452

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,LI JUNWEI,S.RAMKUMAR,G.EMAYAVARAMBAN,D.FRANKLIN VINOD,M.THILAGARAJ,V.MUNEESWARAN ,M.PALLIKONDA RAJASEKARAN,V.VENKATRAMAN,AHMED FAEQ HUSSEIN
Title of Article Brain Computer Interface for Neurodegenerative Person Using Electroencephalogram
Name of Journal IEEE Access
Volume No 7
Issue No
Page No 2439-2452
URL https://ieeeaccess.ieee.org/
Indexing Agency Web of Science and Scopus
Date of Publication 07-Jan-2019
28 Offline Analysis for Designing Electrooculogram Based Human Computer Interface Control for Paralyzed Patients IEEE Access 31-Dec-2018 6 / / 79151-79161

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,GU JIALU,S. RAMKUMAR,G. EMAYAVARAMBAN,M. THILAGARAJ,V. MUNEESWARAN,M. PALLIKONDA RAJASEKARAN,AHMED FAEQ HUSSEIN
Title of Article Offline Analysis for Designing Electrooculogram Based Human Computer Interface Control for Paralyzed Patients
Name of Journal IEEE Access
Volume No 6
Issue No
Page No 79151-79161
URL https://ieeeaccess.ieee.org/
Indexing Agency Web of Science and Scopus
Date of Publication 31-Dec-2018
29 A review-classification of electrooculogram based human computer interfaces Biomedical Research 08-Nov-2017 29 / 6 / 1078-1084

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,S.RAMKUMAR ,K.SATHESH KUMAR,T.DHILIPHAN RAJKUMAR,M.ILAYARAJA,K.SANKAR
Title of Article A review-classification of electrooculogram based human computer interfaces
Name of Journal Biomedical Research
Volume No 29
Issue No 6
Page No 1078-1084
URL https://www.alliedacademies.org/biomedical-research/
Indexing Agency Web of Science and Scopus
Date of Publication 08-Nov-2017
30 EOG Signal Classification Using Neural Network For Human Computer Interaction International Journal of Control Theory and Applications 16-Sep-2016 9 / 24 / 223-231

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,K.SATHESH KUMAR,G.EMAYAVARAMBAN
Title of Article EOG Signal Classification Using Neural Network For Human Computer Interaction
Name of Journal International Journal of Control Theory and Applications
Volume No 9
Issue No 24
Page No 223-231
URL https://serialsjournals.com/index.php?route=product/product&product_id=365
Indexing Agency Scopus
Date of Publication 16-Sep-2016
Sl.No. Title URL Subject Month Year
Sl.No. Type of Book Title Title of Book ISBN Month Year
Sl.No. Type of Book Title of Chapter/Article ISBN Month Year
1 Conference Proceedings Applications Using Machine Learning Algorithms for Developing Smart Systems 978-3-030-41861-8 Sep 2020

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,M.NAGAKANNAN,S.CHANDRA PRIYADHARSHINI,S.NITHYA,A.MAHESWARI,DR. S. SMYS,DR. ABDULLAH M. ILIYASU,DR. ROBERT BESTAK,DR. FUQIAN SHI
Title of Book New Trends in Computational Vision and Bio-inspired Computing
Title of Book/Chapter/Article/Case Study) Applications Using Machine Learning Algorithms for Developing Smart Systems
Month/Year Sep/2020
ISBN 978-3-030-41861-8
Pages 929 - 937
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
2 Conference Proceedings A Mini Review on Electrooculogram Based Rehabilitation Methods Using Bioengineering Technique for Neural Disorder Persons 978-3-030-41861-8 Sep 2020

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,M. MUTHU KUMAR,G. VENKATA SUBRAMANI,K. P. KARUPPAIAH,C. ANANDHARAJ,DR. S. SMYS,DR. ABDULLAH M. ILIYASU,DR. ROBERT BESTAK,DR. FUQIAN SHI
Title of Book New Trends in Computational Vision and Bio-inspired Computing
Title of Book/Chapter/Article/Case Study) A Mini Review on Electrooculogram Based Rehabilitation Methods Using Bioengineering Technique for Neural Disorder Persons
Month/Year Sep/2020
ISBN 978-3-030-41861-8
Pages 923 - 927
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
3 Conference Proceedings Designing Communication System for Person with Locked in Syndrome Using Machine Learning Technique 978-1-7281-4407-8 Aug 2020

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,G. EMAYAVARAMBAN,K. SATHESH KUMAR,K. SHANKAR,M. ILAYARAJA,P. SRIRAMAKRISHNAN,J. MACKLIN ABRAHAM NAVAMANI,DR. D.DEVARAJ
Title of Book 2019 IEEE International Conference on Clean Energy and Energy Efficient Electronics Circuit for Sustainable Development (INCCES)
Title of Book/Chapter/Article/Case Study) Designing Communication System for Person with Locked in Syndrome Using Machine Learning Technique
Month/Year Aug/2020
ISBN 978-1-7281-4407-8
Pages 1 - 5
Publishing Company/Institution IEEE
Indexing Agency Web of Science and Scopus
Level International publisher
4 Conference Proceedings Human Computer Interface for Neurodegenerative Patients Using Machine Learning Algorithms 9780429446030 Nov 2019

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,G.EMAYAVARAMBAN,J.MACKLINABRAHAM NAVAMANI,R.RENUGA DEVI,A.PREMA,B.BOOBA ,J. DINESH PETER,STEVEN LAWRENCE FERNANDES, CARLOS EDUARDO THOMAZ
Title of Book Advances in Computerized Analysis in Clinical and Medical Imaging
Title of Book/Chapter/Article/Case Study) Human Computer Interface for Neurodegenerative Patients Using Machine Learning Algorithms
Month/Year Nov/2019
ISBN 9780429446030
Pages 1 - 16
Publishing Company/Institution Taylor & Francis
Indexing Agency Scopus
Level International publisher
5 Conference Proceedings Task Identification System for Elderly Paralyzed Patients Using Electrooculography and Neural Networks 978-3-030-19561-8 Oct 2019

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,G. EMAYAVARAMBAN,K. SATHESH KUMAR,J.MACKLINABRAHAM NAVAMANI,K.MAHESWARI,P.PACKIA AMUTHA PRIYA,DR. ANANDAKUMAR HALDORAI,ARULMURUGAN RAMU,DR. SUDHA MOHANRAM,DR. CHOW CHEE ONN
Title of Book EAI/Springer Innovations in Communication and Computing
Title of Book/Chapter/Article/Case Study) Task Identification System for Elderly Paralyzed Patients Using Electrooculography and Neural Networks
Month/Year Oct/2019
ISBN 978-3-030-19561-8
Pages 151 - 161
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
6 Conference Proceedings Missing Data Handling by Mean Imputation Method and Statistical Analysis of Classification Algorithm 978-3-030-19561-8 Oct 2019

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,K.MAHESWARI,P.PACKIA AMUTHA PRIYA,M.ARUN,DR. ANANDAKUMAR HALDORAI,ARULMURUGAN RAMU,DR. SUDHA MOHANRAM,DR. CHOW CHEE ONN
Title of Book EAI/Springer Innovations in Communication and Computing
Title of Book/Chapter/Article/Case Study) Missing Data Handling by Mean Imputation Method and Statistical Analysis of Classification Algorithm
Month/Year Oct/2019
ISBN 978-3-030-19561-8
Pages 137 - 149
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
7 Case Report Opinion mining analysis of e-commerce sites using fuzzy clustering with whale optimization techniques 9780429024061 May 2019

Additional information

Type of Book Case Report
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,K. SHANKAR,M. ILAYARAJA,P. DEEPALAKSHMI,K. SATHESH KUMAR,S. K.LAKSHMANAPRABU,ANDINO MASELENO, NOURA METAWA,MOHAMED ELHOSENY,ABOUL ELLA HASSANIEN,M. KABIR HASSAN
Title of Book Expert Systems in Finance Smart Financial Applications in Big Data Environments
Title of Book/Chapter/Article/Case Study) Opinion mining analysis of e-commerce sites using fuzzy clustering with whale optimization techniques
Month/Year May/2019
ISBN 9780429024061
Pages 1 - 13
Publishing Company/Institution Taylor & Francis
Indexing Agency Scopus and Indian Citation Index
Level International publisher
8 Conference Proceedings A Feasibility Study on Eye Movements Using Electrooculogram Based HCI 978-1-5386-1959-9 Dec 2017

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,K.SATHESH KUMAR ,G.EMAYAVARAMBAN,DR.M.DURAI PANDIAN
Title of Book 2017 International Conference on Intelligent Sustainable Systems (ICISS)
Title of Book/Chapter/Article/Case Study) A Feasibility Study on Eye Movements Using Electrooculogram Based HCI
Month/Year Dec/2017
ISBN 978-1-5386-1959-9
Pages 380 - 383
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
Sl.No. Type of Book Title Title of Case Study ISBN Month Year
Sl.No. Title Abstract Objectives Type Sponsors
Sl.No. Title Place of Publication ISBN No. Month Year
Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Seminar Participant How to write an abstract and improve your article 12/05/2023 Elsevier International
2 Seminar Participant International webinar on 6G Wireless Communications 27/04/2023 Vels Institute of Science Technology and Advanced Studies (VISTAS), Chennai International
3 Seminar Participant Data Analytics Fundamentals 16/04/2023 AMAZON WEB SERVICES International
4 Seminar Participant National Level Virtual Seminar on - Innovative Technologies and Job Opportunities in Web 3.0 Metaverse and Live Streaming Media 15/04/2023 Sathyabama Institute of Science and Technology, Chennai National
5 Seminar Participant Using proper manuscript language 11/04/2023 Researcher Academy - Elsevier International
6 Seminar Participant AWS Skills Center: Introduction to Computer Technology 11/04/2023 AMAZON WEB SERVICES International
7 Seminar Participant ChatGPT : Its Impact on Higher Education & Academic Libraries 16/03/2023 DELNET / IEEECOMPUTER SOCIETY/ ACM/ CSI International
8 Seminar Participant Structuring your article correctly 08/03/2023 Elsevier International
9 Conference Presenter International Conference on Human Machine Interaction In The Digital Era(ICHMIDE - 2023) Artificial Intelligence (AI) Enabled Decision Framework for Supply Chain Resilience (SCRS) 24/02/2023 SRM Institute of Science and Technology, Chennai International
10 Conference Presenter International Conference on Human Machine Interaction In The Digital Era(ICHMIDE - 2023) Recommender Model for E-Learning Environment using Enhanced Support Vector Space Model(ESVM) 24/02/2023 SRM Institute of Science and Technology, Chennai International
11 Conference Presenter Human Machine Interaction in the Digital Era (ICHMIDE-2023) Recommender model for e-learning environment using Enhanced Support Vector Space Model (ESVM) 24/02/2023 SRM Institute of Science and Technology Institutional
12 Seminar Participant Chat GPT for Coding 15/02/2023 JIS College of Engineering National
13 Conference Presenter INTERNATIONAL CONFERENCE ON EXPERT CLOUDS and APPLICATIONS (ICOECA 2023) Trust model for cloud using weighted KNN classification for better user access control 09/02/2023 R V College of Engineering , Bangalore International
14 Conference Presenter International Conference On Expert Clouds And Applications (ICOECA 2023) Trust model for cloud using weighted KNN classification for better user access control 09/02/2023 R V College of Engineering , Bangalore International
15 Seminar Participant How to leverage open hardware to improve your research 03/02/2023 Researcher Academy - Elsevier International
16 Seminar Participant How to turn your thesis into an article 03/02/2023 Researcher Academy - Elsevier International
17 Seminar Participant How to promote your research for maximum impact 05/01/2023 Elsevier International
18 Seminar Participant Fundamentals of open access 05/01/2023 Elsevier International
19 Seminar Participant Recent Research Convergence in Artificial Intelliegence and Internet of Things 21/12/2022 Bon Secours College for Women National
20 Seminar Participant Emerging Technologies In Computer Science Research 19/12/2022 PPG College of Arts and Science, Coimbatore International
21 Seminar Participant Models of peer review 04/12/2022 Elsevier International
22 Seminar Participant Publishing open access 04/12/2022 Elsevier International
23 Seminar Participant I just got a review invite, what?s next? 04/12/2022 Elsevier International
24 Seminar Participant Advanced Techniques in Computing Sciences and Applications 19/11/2022 Saveetha College of Liberal Arts and Sciences National
25 Seminar Participant International Seminar on Deep Learning Techniques on Medical Image Classification 11/11/2022 M.Kumarasamy College of Engineering , Karur International
26 Seminar Participant Funding 09/10/2022 Elsevier International
27 Seminar Participant Fundamentals of manuscript preparation 09/10/2022 Elsevier International
28 Seminar Participant How to prepare a proposal for a review article 09/10/2022 Researcher Academy - Elsevier International
29 Seminar Participant Research collaborations 08/10/2022 Researcher Academy - Elsevier International
30 Seminar Participant Social impact 03/10/2022 Researcher Academy - Elsevier International
31 Seminar Participant Research data management 03/10/2022 Elsevier International
32 Seminar Participant How to design effective figures for review articles 30/09/2022 Researcher Academy - Elsevier International
33 Seminar Organizer Rendezvous with Experts Session 3 26/09/2022 Christ University Institutional
34 Seminar Organizer Rendezvous with Experts Session 2 20/09/2022 Christ University Institutional
35 Seminar Participant Ace statistical thinking for research 07/09/2022 Wiley International
36 Seminar Organizer Rendezvous with Experts 06/09/2022 Christ University Institutional
37 Seminar Participant Master data analysis and visualizations using R 31/08/2022 Christ University International
Sl.No. Title of the Program Name of the Program Date Name of the Institution
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
Sl.No. Title Name of Student Institution Month Year
1 Honeynetcloud Investigation Model, A Preventive Process Model For IOT Forensics Jayakrishnan A R Bharathiar University
2 Optimizing Resource Utilization and Energy Consumption for Cloud Data Centers Using Dynamic Virtual Machine Consolidation Akram Saeed Aglan Alhammadi Bharathiar University
3 Hybrid Sub-Band Architecture Based Image Fusion With Optimization Using Variation Frame Work R. Vijayakumar Bharathiar University
4 Early Customer Churn Prediction Using Attention Based Grbilstm M.JOHN BRITTO Vels University
5 An Investigation on Design of an Intrusion Detection System (IDS) to Detect TCP-SYN Flood Attack in Cloud Environment C.Bagyalakshmi Bharathiar University
6 tna-sdt: trustworthy based neighbor anonymity and secure data transmission in wireless sensor networks N.DIVYA Bharathiar University
Sl.No. Title of Invention Inventor(s) Filing Date
1 Cash Counting Machine with Finger Print Sensor RAMKUMAR S,MANIKANDAN RAJAGOPAL , DR. J. THIMMIA RAJA,GOBINATH R,DR. T. DHILIPAN RAJKUMAR 13-Nov-2022

Additional information

Title of Invention Cash Counting Machine with Finger Print Sensor
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL , DR. J. THIMMIA RAJA,GOBINATH R,DR. T. DHILIPAN RAJKUMAR
Type of Specification Complete
Type of Patent
Granted/Awarded Date 11-Jan-2023
Publication/Application Date 13-Jan-2023
Application/Filing Date 13-Nov-2022
IPC Number
Publication Number 02/2023
Patent Number 374026-001
Field of Invention Stationery and office equipment, artists? and teaching materials
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 Bibliometric Study of Soft Computing Techniques and its Applications RAMKUMAR S, RAMKUMAR.SMR.S.KARTHEESWARAN,RAMKUMAR.SV. LAVAKUMAR,RAMKUMAR.SG. ELANJIYAM External
2 International Conference on Applied Soft Computing Techniques RAMKUMAR S COUNCIL OF SCIENTIFIC AND INDUSTRIAL RESEARCH External
Sl.No. Name of the Conference/Seminar Name of Organiser Level Date
Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Role Date
1 Education 5.0 Dr. M.G.R Educational and Research Institute, Chennai Institutional Participant 15/05/2023
2 5 Days Online National Faculty Development Program On Deep Dive Into Cloud Computing - Case Studies And Industry Practices SRM INSTITUTE OF SCIENCE AND TECHNOLOGY, Ramapuram Campus, Chennai National Participant 13/03/2023
3 Selection of Scholary Journals and Web Visibility-Strategies and Techniques Dhanraj Baid Jain College, Chennai National Participant 20/02/2023
4 RESEARCH METHODOLOGY SRI KANYAKA PARAMESWARI ARTS & SCIENCE COLLEGE FOR WOMEN, Chennai National Participant 13/02/2023
5 Application of Data Science and Machine learning in Research Process Nagarjuna Degree College, Bangalore National Participant 13/02/2023
6 NATIONAL QUIZ ON AI-TODAY Christ University National Participant 08/01/2023
7 Recent Advancement in Intelligent Computing Technologies SriKrishna College of Engineering and Technology, Coimbatore International Participant 19/12/2022
8 Preparation of Research Grants Proposal in Social Studies Dhanraj Baid Jain College, Chennai National Participant 12/12/2022
9 5 day Faculty Development Program on Curriculum Design and Revision with specific focus on OBE CHRIST (Deemed to be University) Institutional Participant 05/12/2022
10 Faculty Development Programme on ?Impact of Artificial Intelligence? DR. SNS RAJALAKSHMI COLLEGE OF ARTS AND SCIENCE, Coimbatore. National Participant 07/11/2022
11 5-Day International Online FDP Series on Trending Technologies Measi institute of information technology, Chennai International Participant 01/11/2022
12 National level Faculty Development Program on Artificial Intelligence and Cloud Computing Department of Biotechnology (DBT), Govt of India -Star College Scheme National Invited Resource Person/Trainer 31/10/2022
13 Orientation Program Christ University National Participant 11/10/2022
14 Responsible use of research metrics ELSEVIER Researcher Academy International Participant 30/09/2022
15 What journal acceptance rates really mean ELSEVIER Researcher Academy International Participant 30/09/2022
16 CiteScore for early career researchers ELSEVIER Researcher Academy International Participant 30/09/2022
17 Introduction to PlumX ELSEVIER Researcher Academy International Participant 30/09/2022
18 Research metrics ELSEVIER Researcher Academy International Participant 30/09/2022
19 Creating MEME?s on Analytics Christ University Institutional Organiser & Participant 30/09/2022
20 value added course on Java Programming Christ University Institutional Organiser & Presenter 07/09/2022
21 Data Science : A Revelation of the Modern Digital ERA SRM INSTITUTE OF SCIENCE AND TECHNOLOGY National Invited Resource Person/Trainer 30/08/2022
22 Induction Program Christ University National Participant 28/07/2022
23 National Intellectual Awareness Mission Government of India National Participant 12/07/2022
24 Faculty Development programme1 - 2022 Centre for Education Beyond Curriculum and IQAC, Christ University Institutional Participant 06/07/2022
25 Python Fundamentals for Beginners Great Learning Academy International Participant 04/06/2022
26 Faculty Development Programme on Patents and Innovative Teaching and Research and Methodology BISHOP HEBER COLLEGE, THIRUCHIRAPPALLI National Participant 02/03/2022
27 5-day online FDP on the theme ?Inculcating Universal Human Values in Technical Education? All India Council for Technical Education(AICTE) National Participant 06/12/2021
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Reviewer Medicina journal from Switzerland 14 July 2022
2 Reviewer Microprocessors and Microsystems, Elsevier 30 December 2021
3 Reviewer Reviewer, Future Generation Computer Systems, Elsevier Future Generation Computer Systems, Elsevier 28 November 2018
4 Reviewer Reviewer, Informatics in Medicine Unlocked, Elsevier Informatics in Medicine Unlocked, Elsevier 20 February 2020
5 Reviewer Reviewer, International Journal of Environmental Research and Public Health, Switzerland International Journal of Environmental Research and Public Health, Switzerland 30 June 2022
6 Reviewer Reviewer, Sensors, MDPI, Switzerland Sensors, Switzerland 11 April 2022
7 Reviewer Reviewer, Healthcare journal from MDPI, Switzerland Healthcare, Switzerland 02 April 2022
8 Reviewer Reviewer, International Journal of Environmental Research and Public Health, Switzerland International Journal of Environmental Research and Public Health, Switzerland 18 August 2022
9 Question Paper Setter Question Paper Setter for Sri G.V.G.Visalakshi College for Women (Autonomous) Udumalpet G.V.G.Visalakshi College for Women (Autonomous) 10 September 2022
10 Doctoral Committee Member DC Member Bharathiar University 16 September 2022
11 Reviewer Reviewer, Life, Switzerland Life, Switzerland 21 September 2022
12 Reviewer Reviewer, Electronics, MDPI, Switzerland Electronics, Switzerland 19 October 2022
13 Reviewer Certificate Journal of Soft Computing Exploration (JOSCEX), Certificate for recognized Reviewer in the September 2022 edition. Journal of Soft Computing Exploration (JOSCEX) 27 October 2022
14 Reviewer Reviewer, Bioengineering, MDPI, Switzerland Bioengineering, MDPI, Switzerland 03 November 2022
15 Reviewer Reviewer, Brain Sciences, MDPI, Switzerland Brain Sciences, MDPI, Switzerland 03 November 2022
16 Reviewer Reviewer, Applied Sciences, Switzerland Applied Sciences, Switzerland 20 November 2022
17 Editorial Board Editorial Board Member for International Journal of Scientific & Engineering Research, ISSN 2229-5518 International Journal of Scientific & Engineering Research 01 December 2022
18 Reviewer Reviewer, Electronics, MDPI, Switzerland Electronics, Switzerland 20 December 2022
19 Reviewer Certificate Reviewer, Bioengineering, MDPI, Switzerland Bioengineering, MDPI, Switzerland 05 January 2023
20 Discuss Throw Won Third place in Discuss Throw CHRIST University 14 January 2023
21 Reviewer Certificate Reviewer, Applied System Innovation, MDPI, Switzerland Applied System Innovation, MDPI, Switzerland 03 February 2023
22 Reviewer Reviewer, Journal of Digital Imaging, Springer SPRINGER 06 February 2023
23 Research Advisory Committee Panel Member Research Advisory Committee Panel Member Vels Institute of Science, Technology and Advanced Studies (VISTAS)(Formerly Vels University) 15 February 2023
24 Reviewer Reviewer, Signals, MDPI, Switzerland Signals, Switzerland 17 February 2023
25 Best Paper Award Best Paper Award, International Conference on Human Machine Interaction In The Digital Era(ICHMIDE - 2023) SRM Institute of Science and Technology, Chennai 24 February 2023
26 Reviewer Reviewer, Image and Vision Computing, Elsevier, Netherlands Image and Vision Computing, Elsevier, Netherlands 02 March 2023
27 Reviewer Reviewer, Medical and Biological Engineering and Computing, Springer Nature, China Medical and Biological Engineering and Computing, Springer Nature, China 02 March 2023
28 Reviewer Reviewer, Applied Sciences, Switzerland Applied Sciences, Switzerland 07 March 2023
29 Reviewer Reviewer, Processes, Switzerland Processes, Switzerland 18 March 2023
30 Reviewer Reviewer, Measurement: Sensors, Elsevier, Netherlands Measurement: Sensors, Elsevier, Netherlands 01 April 2023
31 Reviewer Reviewer, Diagnostics, Switzerland Diagnostics, Switzerland 18 April 2023
32 Reviewer Reviewer, Brain Sciences, Switzerland Brain Sciences, Switzerland 24 April 2023
33 Reviewer Reviewer, Biosensors, Switzerland Biosensors, Basel, Switzerland 14 May 2023
34 Reviewer Reviewer, International Conference on Computational Sciences and Sustainable Technologies, Christ University, Bangalore Christ University, Bangalore 17 May 2023
35 Reviewer Reviewer, Applied Sciences, Switzerland Applied Sciences, Switzerland 30 May 2023
36 Reviewer Reviewer, International Journal of Computing and Digital Systems, Bahrain International Journal of Computing and Digital Systems, Bahrain 02 June 2023
Sl.No. Faculties Theme of Consultancy Type
1 RAMKUMAR S LEARNING PROCESS OF NEURAL NETWORK Paid
2 RAMKUMAR S VALUE ADDED COURSE -JAVA PROGRAMMING Paid
Sl.No. Applicants Title Date Published

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