Faculty

Profile

Dr SIVAKUMAR R

MCA, MBA, 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 An hybrid technique for optimized clustering of EHR using binary particle swarm and constrained optimization for better performance in prediction of cardiovascular diseases Measurement:Sensors 17-Dec-2022 25 / 25(C) / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) MANIKANDAN RAJAGOPAL ,SONIA KUWELKAR,SIVAKUMAR R
Title of Article An hybrid technique for optimized clustering of EHR using binary particle swarm and constrained optimization for better performance in prediction of cardiovascular diseases
Name of Journal Measurement:Sensors
Volume No 25
Issue No 25(C)
Page No -
URL https://www.sciencedirect.com/journal/measurement-sensors
Indexing Agency Scopus
Date of Publication 17-Dec-2022
2 Cardiovascular Disease Prediction through Ensembled Transfer Learning on Cardiac Magnetic Resonance Imaging Journal of Computer Science 02-Nov-2022 18 / 11 / 1005-1020

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,NIDHIN RAJU
Title of Article Cardiovascular Disease Prediction through Ensembled Transfer Learning on Cardiac Magnetic Resonance Imaging
Name of Journal Journal of Computer Science
Volume No 18
Issue No 11
Page No 1005-1020
URL https://thescipub.com/jcs
Indexing Agency Scopus
Date of Publication 02-Nov-2022
3 An Empirical Review of DDOS Attack Mitigation System on SDN Using Cloud Environment Webology 03-Jan-2022 19 / 1 / 283-294

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Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R
Title of Article An Empirical Review of DDOS Attack Mitigation System on SDN Using Cloud Environment
Name of Journal Webology
Volume No 19
Issue No 1
Page No 283-294
URL http://www.webology.org/
Indexing Agency Scopus
Date of Publication 03-Jan-2022
4 Corpus based sentimenal movie review analysis using auto encoder convolutional neural network Journal of Discrete Mathematical Sciences and Cryptography 27-Dec-2021 24 / 8 / 2323-2339

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) PRABU P,SIVAKUMAR R,RAMAMURTHY B
Title of Article Corpus based sentimenal movie review analysis using auto encoder convolutional neural network
Name of Journal Journal of Discrete Mathematical Sciences and Cryptography
Volume No 24
Issue No 8
Page No 2323-2339
URL https://www.tandfonline.com/toc/tdmc20/current
Indexing Agency Web of Science and Scopus
Date of Publication 27-Dec-2021
5 Twitter data analysis using Hadoop ecosystems and Apache Zeppelin Indonesian Journal of Electrical Engineering and Computer Science 01-Dec-2019 16 / 3 / 1490-1498

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,STANLY WILSON
Title of Article Twitter data analysis using Hadoop ecosystems and Apache Zeppelin
Name of Journal Indonesian Journal of Electrical Engineering and Computer Science
Volume No 16
Issue No 3
Page No 1490-1498
URL http://ijeecs.iaescore.com/index.php/IJEECS/article/view/18522
Indexing Agency Scopus
Date of Publication 01-Dec-2019
6 Hybrid approach: Naive Bayes and sentiment VADER for analyzing sentiment of mobile unboxing video comments International Journal of Electrical and Computer Engineering 01-Nov-2019 9 / 5 / 4452-4459

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,CHAITHRA V D
Title of Article Hybrid approach: Naive Bayes and sentiment VADER for analyzing sentiment of mobile unboxing video comments
Name of Journal International Journal of Electrical and Computer Engineering
Volume No 9
Issue No 5
Page No 4452-4459
URL http://ijece.iaescore.com/index.php/IJECE/article/view/17498
Indexing Agency Scopus
Date of Publication 01-Nov-2019
7 Implementation of FOAF, AIISO and DOAP ontologies for creating an academic community network using semantic frameworks International Journal of Electrical and Computer Engineering 01-Oct-2019 9 / 5 / 4302-4310

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,HIMANSHU AHUJA
Title of Article Implementation of FOAF, AIISO and DOAP ontologies for creating an academic community network using semantic frameworks
Name of Journal International Journal of Electrical and Computer Engineering
Volume No 9
Issue No 5
Page No 4302-4310
URL http://ijece.iaescore.com/index.php/IJECE/article/view/18022
Indexing Agency Scopus
Date of Publication 01-Oct-2019
8 Human Behavior Analysis of BBC-News Comments Posted on Facebook Using Lexicon-rule based Approach Journal of Advanced Research in Dynamical and Control Systems 20-Jun-2019 11 / 06 / 1648-1655

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,CHINJU MATHEW
Title of Article Human Behavior Analysis of BBC-News Comments Posted on Facebook Using Lexicon-rule based Approach
Name of Journal Journal of Advanced Research in Dynamical and Control Systems
Volume No 11
Issue No 06
Page No 1648-1655
URL http://www.jardcs.org/abstract.php?id=1632
Indexing Agency Scopus
Date of Publication 20-Jun-2019
9 Implementation of Hybrid Machine Learning Approach for Intrusion Detection System Journal of Advance Research in Dynamical and Control Systems 10-May-2019 11 / 06 / 49-55

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,P J PAVAN
Title of Article Implementation of Hybrid Machine Learning Approach for Intrusion Detection System
Name of Journal Journal of Advance Research in Dynamical and Control Systems
Volume No 11
Issue No 06
Page No 49-55
URL http://www.jardcs.org/abstract.php?id=1152#
Indexing Agency Scopus
Date of Publication 10-May-2019
10 Author Profiling: Age Prediction of Blog Authors and Identifying Blog Sentiment Journal of Advanced Research in Dynamical and Control Systems 10-May-2019 11 / 06 / 1-7

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,AMANVEER SINGH KHERA
Title of Article Author Profiling: Age Prediction of Blog Authors and Identifying Blog Sentiment
Name of Journal Journal of Advanced Research in Dynamical and Control Systems
Volume No 11
Issue No 06
Page No 1-7
URL http://www.jardcs.org/abstract.php?id=1148
Indexing Agency Scopus
Date of Publication 10-May-2019
11 Secured and Trustable Routing Framework for Users in Wireless Sensor Network Environment Journal of Advanced Research in Dynamical and control systems 06-Mar-2018 - / 01-Special Issue / 388-397

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SIVAKUMAR R,KIRUBANAND V B
Title of Article Secured and Trustable Routing Framework for Users in Wireless Sensor Network Environment
Name of Journal Journal of Advanced Research in Dynamical and control systems
Volume No -
Issue No 01-Special Issue
Page No 388-397
URL http://www.jardcs.org/abstract.php?archiveid=2704
Indexing Agency Scopus
Date of Publication 06-Mar-2018
12 An enhancing reversible data hiding for secured data using Shuffle block key encryption and histogram bit shifting in cloud environment Cluster Computing-The Journal of Networks, Software Tools and Applications 24-Feb-2018 not assigned / not assigned / 1-9

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SENTHILNATHAN T,PRABU P,SIVAKUMAR R,SAKTHIVEL
Title of Article An enhancing reversible data hiding for secured data using Shuffle block key encryption and histogram bit shifting in cloud environment
Name of Journal Cluster Computing-The Journal of Networks, Software Tools and Applications
Volume No not assigned
Issue No not assigned
Page No 1-9
URL https://link.springer.com/article/10.1007/s10586-018-1765-3
Indexing Agency Web of Science and Scopus
Date of Publication 24-Feb-2018
13 An enhancing reversible data hiding for secured data using shuffle block key encryption and histogram bit shifting in cloud environment Cluster computing 24-Feb-2018 - / - / 1-9

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) PRABU P,SENTHILNATHAN T,SIVAKUMAR R,SAKTHIVEL S
Title of Article An enhancing reversible data hiding for secured data using shuffle block key encryption and histogram bit shifting in cloud environment
Name of Journal Cluster computing
Volume No -
Issue No -
Page No 1-9
URL https://link.springer.com/article/10.1007/s10586-018-1765-3
Indexing Agency Web of Science and Scopus
Date of Publication 24-Feb-2018
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 Multi-Layer Ensemble Deep Reinforcement Learning based DDoS Attack Detection and Mitigation in Cloud-SDN Environment Dec 2022

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) SIVAKUMAR R,IEEE
Title of Book 2022 4th International Conference on Circuits, Control, Communication and Computing (I4C)
Title of Book/Chapter/Article/Case Study) Multi-Layer Ensemble Deep Reinforcement Learning based DDoS Attack Detection and Mitigation in Cloud-SDN Environment
Month/Year Dec/2022
ISBN
Pages 451 - 455
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
2 Conference Proceedings Heart Disease Prediction Using Ensemble Voting Methods in Machine Learning Oct 2022

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) SIVAKUMAR R,YONG WOON KIM,IEEE XPLORE
Title of Book 2022 13th International Conference on Information and Communication Technology Convergence (ICTC)
Title of Book/Chapter/Article/Case Study) Heart Disease Prediction Using Ensemble Voting Methods in Machine Learning
Month/Year Oct/2022
ISBN
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
3 Conference Proceedings Comparison of Full Training and Transfer Learning in Deep Learning for Image Classification 978-981-16-4486-3 Aug 2021

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) SIVAKUMAR R,SIBU CYRIAC,NIDHIN RAJU,SAMIKSHA SHUKLA,AYNUR UNAL ,JOSEPH VARGHESE KUREETHARA,DURGESH KUMAR MISHRA,DONG SEOG HAN
Title of Book Lecture Notes in Networks and Systems -Data Science and Security - Proceedings of IDSCS 2021
Title of Book/Chapter/Article/Case Study) Comparison of Full Training and Transfer Learning in Deep Learning for Image Classification
Month/Year Aug/2021
ISBN 978-981-16-4486-3
Pages 58 - 67
Publishing Company/Institution Springer
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 2nd International Conference on Computing and Intelligent System Machine Learning based extrapolation of Diabetes Mellitus: An experimental analysis 24/01/2023 Sri Krishna Adithya College International
2 Conference Co-presenter International Conference on Circuits, Control, Communication and Computing I4C-2022 21/12/2022 Ramaiah Institute of Technology International
3 Conference Co-presenter International Conference on Computing and Intelligent System ( ICCIS?21 ) 25/08/2021 Christ University International
4 Conference Co-presenter International Conference on Data Science, Computation and Security (IDSCS-2021) Comparison of Full Training and Transfer Learning in Deep Learning for Image Classification 16/04/2021 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
Sl.No. Title of Invention Inventor(s) Filing Date
1 EEG based Brain computer interface KIRUBANAND V B,SIVAKUMAR R,DALVIN VINOTH KUMAR A,DR V KANANAN,DHARANI M,PUSPRAJ SINGH RAJAWAT 17-Sep-2023

Additional information

Title of Invention EEG based Brain computer interface
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) KIRUBANAND V B,SIVAKUMAR R,DALVIN VINOTH KUMAR A,DR V KANANAN,DHARANI M,PUSPRAJ SINGH RAJAWAT
Type of Specification Complete
Type of Patent
Granted/Awarded Date 06-Nov-2023
Publication/Application Date 17-Sep-2023
Application/Filing Date 17-Sep-2023
IPC Number
Publication Number 147832
Patent Number 147832
Field of Invention EEG based Brain computer interface
2 DETECTION AND CLASSIFICATION OF EYE CANCER USING DEEP LEARNING TECHNIQUE SIVAKUMAR R,DR. K. DHARMARA JAN,MRS .C.KIRUTHIGA,DR. M. ASHOK KUMAR,DR. PRITHVIRA J SINGH SOLANKI,THAKOR KIRANBEN BABUJI,G.INBASAKARAN,DR. N.B. MAHESH KUMAR,DR.V.KARHI,DR. SIDDHARTHA SANKAR BISWAS,DR.SIVAKUMAR R, DR.V.KARHI 15-Sep-2023

Additional information

Title of Invention DETECTION AND CLASSIFICATION OF EYE CANCER USING DEEP LEARNING TECHNIQUE
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SIVAKUMAR R,DR. K. DHARMARA JAN,MRS .C.KIRUTHIGA,DR. M. ASHOK KUMAR,DR. PRITHVIRA J SINGH SOLANKI,THAKOR KIRANBEN BABUJI,G.INBASAKARAN,DR. N.B. MAHESH KUMAR,DR.V.KARHI,DR. SIDDHARTHA SANKAR BISWAS,DR.SIVAKUMAR R, DR.V.KARHI
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 06-Oct-2023
Application/Filing Date 15-Sep-2023
IPC Number
Publication Number 40/2023
Patent Number 202341062322
Field of Invention COMPUTER SCIENCE
3 Automatic detection and classification of eye disease using convolution neural network and image processing SIVAKUMAR R,DR.D.BASWARAJ,MADHAVI UDAYBHAN SHAMKUWAR,DR.K.SREERAMA MURTHY,B.SUBHASHREE,DR. SASMITA KUMARI NAYAK,M.SEENI SYED RAVIYATHU AMMAL,J LOGESHWARAN,DR. V.KANNAN,DR. D. BASWARAJ,DR K SREERAMA MURTHY,MRS. B.SUBHASHREE 01-Nov-2022

Additional information

Title of Invention Automatic detection and classification of eye disease using convolution neural network and image processing
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SIVAKUMAR R,DR.D.BASWARAJ,MADHAVI UDAYBHAN SHAMKUWAR,DR.K.SREERAMA MURTHY,B.SUBHASHREE,DR. SASMITA KUMARI NAYAK,M.SEENI SYED RAVIYATHU AMMAL,J LOGESHWARAN,DR. V.KANNAN,DR. D. BASWARAJ,DR K SREERAMA MURTHY,MRS. B.SUBHASHREE
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 18-Nov-2022
Application/Filing Date 01-Nov-2022
IPC Number
Publication Number 46/2022
Patent Number 202241062141
Field of Invention Bio-Chemistry
4 Supervised Machine Learning Technique for Efficient Management of Cloud Resources SIVAKUMAR R,KIRUBANAND V B,ANBARASU DHANDAPANI,P.PREETHA,G.DEEPALAKSHMI,BRINDHA K,DR.PVS SIVA PRASAD,DR.P.NIVETHITHA, DR.SUNIL SOMNATHKADLAG,SUGANTHA PRIYA 19-Sep-2022

Additional information

Title of Invention Supervised Machine Learning Technique for Efficient Management of Cloud Resources
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SIVAKUMAR R,KIRUBANAND V B,ANBARASU DHANDAPANI,P.PREETHA,G.DEEPALAKSHMI,BRINDHA K,DR.PVS SIVA PRASAD,DR.P.NIVETHITHA, DR.SUNIL SOMNATHKADLAG,SUGANTHA PRIYA
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 14-Oct-2022
Application/Filing Date 19-Sep-2022
IPC Number
Publication Number 41/2022
Patent Number 202241053590
Field of Invention COMPUTER SCIENCE
5 Impact on Block chain Technology in Public Sector of India SIVAKUMAR R,KIRUBANAND V B,DR.ILA. NAKKEERAN,DR. SHANTANU KUMAR SAHU,MRS.R.HEMALATHA,DR.R.AMUTHA,MR.J LOGESHWARAN,MR. S. SIVAGNANA BHARATHI,DR.N.MUTHUSELVI,DR.V.KARTHI,DR. V.KANNAN 21-Aug-2022

Additional information

Title of Invention Impact on Block chain Technology in Public Sector of India
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SIVAKUMAR R,KIRUBANAND V B,DR.ILA. NAKKEERAN,DR. SHANTANU KUMAR SAHU,MRS.R.HEMALATHA,DR.R.AMUTHA,MR.J LOGESHWARAN,MR. S. SIVAGNANA BHARATHI,DR.N.MUTHUSELVI,DR.V.KARTHI,DR. V.KANNAN
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 16-Sep-2022
Application/Filing Date 21-Aug-2022
IPC Number
Publication Number 37/2022
Patent Number 202241047512
Field of Invention COMPUTER SCIENCE
6 SECURE IMAGE RETRIEVAL AND CLASSIFICATION FRAMEWORK FOR IOT BASED HEALTHCARE SYSTEMS USING DEEP NEURAL NETWORKS SIVAKUMAR R,KIRUBANAND V B, DR.ANANTHI SHESHASAAYEE ,DR.J.VANDARKUZHALI ,DR.M.SAVITHA DEVI,DR.S.ANGELIN SOPHY,ANUSUYA. S ,KARTHICA. M ,SILAMBARASAN S ,SHOWKAT AHMAD DAR, DR.P.THIRUVANNAMALAISIVASANKAR ,DR.ANANTHI SHESHASAAYEE 19-Jun-2022

Additional information

Title of Invention SECURE IMAGE RETRIEVAL AND CLASSIFICATION FRAMEWORK FOR IOT BASED HEALTHCARE SYSTEMS USING DEEP NEURAL NETWORKS
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SIVAKUMAR R,KIRUBANAND V B, DR.ANANTHI SHESHASAAYEE ,DR.J.VANDARKUZHALI ,DR.M.SAVITHA DEVI,DR.S.ANGELIN SOPHY,ANUSUYA. S ,KARTHICA. M ,SILAMBARASAN S ,SHOWKAT AHMAD DAR, DR.P.THIRUVANNAMALAISIVASANKAR ,DR.ANANTHI SHESHASAAYEE
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 24-Jun-2022
Application/Filing Date 19-Jun-2022
IPC Number
Publication Number 202241035066
Patent Number 25/2022
Field of Invention COMPUTER SCIENCE
7 System and Method for Detecting Lung Cancer using Intelligent Image Pattern Recognition Technique SIVAKUMAR R,SENTHILNATHAN T,PRABU P,THOUNAOJAM RUPACHANDRA SINGH,DR.J.VANDARKUZHALI,DR.P.SHANMUGA SUNDARI,P.ANU,RAMANI G,L. SHEEBA,M. SELVANAYAKI,DR. N.M.MALLIKA,DR.P.SHANMUGA SUNDARI 16-May-2022

Additional information

Title of Invention System and Method for Detecting Lung Cancer using Intelligent Image Pattern Recognition Technique
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SIVAKUMAR R,SENTHILNATHAN T,PRABU P,THOUNAOJAM RUPACHANDRA SINGH,DR.J.VANDARKUZHALI,DR.P.SHANMUGA SUNDARI,P.ANU,RAMANI G,L. SHEEBA,M. SELVANAYAKI,DR. N.M.MALLIKA,DR.P.SHANMUGA SUNDARI
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 03-Jun-2022
Application/Filing Date 16-May-2022
IPC Number
Publication Number 22/2022
Patent Number 202241028120
Field of Invention COMPUTER SCIENCE
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 SignRobot : AI Model to detect the Indian sign Language and convert into text and Voice DALVIN VINOTH KUMAR A, SIVAKUMAR R Internal
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
Sl.No. Applicants Title Date Published

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