Faculty

Profile

Dr RAMKUMAR S

MCA, MPhil, PhD
ASSOCIATE PROFESSOR

SCHOOL OF BUSINESS AND MANAGEMENT
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 A Progressive UNDML Framework Model for Breast Cancer Diagnosis and Classification Data and Metadata 07-Feb-2024 3 / 198 / 1-12

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,G. MEENALOCHINI,D. AMUTHA GUKA,MANIKANDAN RAJAGOPAL
Title of Article A Progressive UNDML Framework Model for Breast Cancer Diagnosis and Classification
Name of Journal Data and Metadata
Volume No 3
Issue No 198
Page No 1-12
URL https://dm.saludcyt.ar/index.php/dm/index
Indexing Agency Scopus
Date of Publication 07-Feb-2024
2 A Deep Learning Based Breast Cancer Classification System Using Mammograms Journal of Electrical Engineering and Technology 26-Dec-2023 / / 1-14

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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 A Deep Learning Based Breast Cancer Classification System Using Mammograms
Name of Journal Journal of Electrical Engineering and Technology
Volume No
Issue No
Page No 1-14
URL https://link.springer.com/journal/42835
Indexing Agency Web of Science and Scopus
Date of Publication 26-Dec-2023
3 Bibliographic Analysis of Soft Computing Components from 1999-2018 in India International Journal of Intelligent Systems and Applications in Engineering (IJISAE) 27-Oct-2023 12 / 2S / 322-337

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,M. BARATHKESAVAN,K. KARTHEEBAN,MANIKANDAN RAJAGOPAL
Title of Article Bibliographic Analysis of Soft Computing Components from 1999-2018 in India
Name of Journal International Journal of Intelligent Systems and Applications in Engineering (IJISAE)
Volume No 12
Issue No 2S
Page No 322-337
URL https://ijisae.org/index.php/IJISAE
Indexing Agency Scopus
Date of Publication 27-Oct-2023
4 Deep learning for intelligent transportation: A method to detect traffic violation AIP Conference Proceedings 20-Sep-2023 2763 / 1 / 060001-1-060001-7

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL
Title of Article Deep learning for intelligent transportation: A method to detect traffic violation
Name of Journal AIP Conference Proceedings
Volume No 2763
Issue No 1
Page No 060001-1-060001-7
URL https://pubs.aip.org/aip/acp
Indexing Agency Web of Science and Scopus
Date of Publication 20-Sep-2023
5 Trust Model for Cloud Using Weighted KNN Classification for Better User Access Control Lecture Notes in Networks and Systems 02-Jul-2023 673 / / 237-248

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,J. THIMMIRAJA
Title of Article Trust Model for Cloud Using Weighted KNN Classification for Better User Access Control
Name of Journal Lecture Notes in Networks and Systems
Volume No 673
Issue No
Page No 237-248
URL https://www.springer.com/series/15179
Indexing Agency Web of Science and Scopus
Date of Publication 02-Jul-2023
6 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
7 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
8 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
9 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
10 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
11 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
12 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
13 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
14 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
15 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
16 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
17 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
18 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
19 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
20 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
21 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
22 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
23 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
24 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
25 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
26 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
27 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
28 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
29 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
30 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
31 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
32 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
33 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
34 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
35 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 Area and Energy Efficient Method Using AI for Noise Cancellation in Ear Phones 979-8-3503-0085-7 Dec 2023

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Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL ,M.PRABHAKARAN,DR. R. MOHAN
Title of Book 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS)
Title of Book/Chapter/Article/Case Study) Area and Energy Efficient Method Using AI for Noise Cancellation in Ear Phones
Month/Year Dec/2023
ISBN 979-8-3503-0085-7
Pages 117 - 121
Publishing Company/Institution IEEE
Indexing Agency Web of Science and Scopus
Level International publisher
2 Conference Proceedings AI based Variable Step Size Block Least Mean Square Filter for Noise Cancellation System 979-8-3503-0085-7 Dec 2023

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Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL ,K.SATHESH KUMAR,DR. R. MOHAN
Title of Book 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS)
Title of Book/Chapter/Article/Case Study) AI based Variable Step Size Block Least Mean Square Filter for Noise Cancellation System
Month/Year Dec/2023
ISBN 979-8-3503-0085-7
Pages 122 - 125
Publishing Company/Institution IEEE
Indexing Agency Web of Science and Scopus
Level International publisher
3 Conference Proceedings A Conceptual Framework for AI Governance in Public Administration - A Smart Governance Perspective 979-8-3503-4148-5 Oct 2023

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Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,MANSURALI A,SATHESH KUMAR KARUPPASAMY,DR. SUBARNA SHAKYA
Title of Book Proceedings of the 7th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC 2023)
Title of Book/Chapter/Article/Case Study) A Conceptual Framework for AI Governance in Public Administration - A Smart Governance Perspective
Month/Year Oct/2023
ISBN 979-8-3503-4148-5
Pages 488 - 495
Publishing Company/Institution IEEE
Indexing Agency Web of Science and Scopus
Level International publisher
4 Conference Proceedings Exploring Bio Signals for Smart Systems: An Investigation into the Acquisition and Processing Techniques 979-8-3503-3360-2 Jul 2023

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Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL ,DR. B. ANAND
Title of Book International Conference on Sustainable Computing and Smart Systems (ICSCSS 2023)
Title of Book/Chapter/Article/Case Study) Exploring Bio Signals for Smart Systems: An Investigation into the Acquisition and Processing Techniques
Month/Year Jul/2023
ISBN 979-8-3503-3360-2
Pages 690 - 694
Publishing Company/Institution IEEE
Indexing Agency Web of Science and Scopus
Level International publisher
5 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
6 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
7 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
8 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
9 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
10 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
11 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
12 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 Conference Presenter International Conference on Communication and Intelligent Systems(ICCIS 2023) Smart Agriculture: Machine learning approach for Tea leaf disease detection 16/12/2023 MNIT, Jaipur & IEEE International
2 Conference Presenter ICT BIG 2023 EEG Signals Acquisition and Processing of Mental Tasks for Controlling Smart Systems 08/12/2023 Symbiosis University of Applied Sciences and IEEE International
3 Conference Presenter Congress on Smart Computing Technologies Auto-Encoder Convolutional Neural Network (AECNN) For Apple Fruit Flower Detection 02/12/2023 South Asian University & Soft computing research society International
4 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
5 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
6 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
7 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
8 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
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
Sl.No. Title of Invention Inventor(s) Filing Date
1 Internet of Things based Surveillance Camera RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,MANSUR ALI,ASHOK J 09-May-2023

Additional information

Title of Invention Internet of Things based Surveillance Camera
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,MANSUR ALI,ASHOK J
Type of Specification Complete
Type of Patent
Granted/Awarded Date 26-Jul-2023
Publication/Application Date 28-Jul-2023
Application/Filing Date 09-May-2023
IPC Number
Publication Number 30/2023
Patent Number 385889-001
Field of Invention Stationery and office equipment
2 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
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
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
3 RAMKUMAR S Visualization Using Power BI Paid
Sl.No. Applicants Title Date Published

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