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Dr. M. Senbagavalli

Associate Professor

Alliance College of Engineering and Design

Dr. M. Senbagavalli received doctoral degree in Computer Science Engineering (Opinion Mining of Health Data for Cardiovascular Disease Diagnosis Using Unsupervised Feature Selection Algorithm) from Anna University. She also holds an M.E. degree in Computer Science and Engineering from Anna University and a B.E. degree in Information Technology from Periyar University.

Dr. Senbagavalli has close to two decades of teaching experience in subjects likes computer networks, object oriented programming (C++ and Java), object oriented analysis and design, visual programming, career development program - aptitude, reasoning and technical, C# and .Net, software testing, software engineering and quality assurance, design and analysis of algorithms, computer organization and architecture, data modelling and optimization, operating system, problem solving using C, fundamentals of data modelling. Her research area includes data mining, big data analytics, machine learning, deep learning, and IoT.

Dr. Senbagavalli has presented and published papers in national and international conferences and reputed journals focusing on data mining, big data analytics, cloud computing, and opinion mining.

Research Paper Publications

  • ‘Multimodal Authentication System based on Audio-Visual data: A Review’, In IEEE January, 2022.
  • ‘Smart Medical Care Monitoring Framework Exploiting Internet of Things During Covid-19’, Vidyabharati International Interdisciplinary Research Journal (Special Issue), November 2021, ISSN 2319-4979
  • ‘Automated Meticulous Mitigation of Traffic Congestion in Handling Uninterrupted Travel of Emergency’. Indian Patent Advanced search system, May 2021. https://ipindiaservices.gov.in/PatentSearch/PatentSearch/ViewApplicationStatus
  • ‘Artificial Intelligent based cooling system for managing the energy efficiency. AusPat is IP Australia, May 2021. https://pericles.ipaustralia.gov.au/ols/auspat/applicationDetails.do?applicationNo=2021100960
  • ‘A Real-Time Amateur Sensory Tracker With Extensive Spans Of Mitigative and Recovery Operations in Emergencies’, filed on :06/08/2021and published on 13/08/2021. Application No. 202141035459 A. link: https://ipindia.gov.in/writereaddata/Portal/IPOJournal/1_5003_1/Part-1.pdf (Inventors: Dr. V. Rajkumar, Dr.M.Senbagavalli,Dr. D. Sumathi,Ms.Swetha Shekarappa G,Dr.Sheila Mahapatra,Dr. K. Logesh,Dr.S.Balakrishnan, Dr.Bijee Sanjay)
  • “A Self-Driven and Security Platform using IoT”, filed on :09/09/2021and published on 04/10/2021. Application No. 202141040850. link: https://search.ipindia.gov.in/PublicSearch/PublicationSearch/Search (Inventors: Dr S.K Manju Bargavi,Dr M.Senbagavalli,Dr.P.Velayutham,Dr.Ashok kumar)
  • ’An Intelligent System for Fake News Detection Using Recurrent Neural Network’, International Journal of Management, Technology And Engineering, volume 10,Issue 12.
  • GBDT, LR and Deep Learning for turn-based role-playing puzzle game AI, LINO journal,Feb 2021.
  • ’ Discernment of Insurance Fraud Detection using various Classification Algorithms, GIS Science Journal,volume8,issue3,pages: 145-154.
  • Mushroom Classification Using Random Forest Classifiers with Python, GIS Science Journal,volume8,issue3,pages 44-51.
  • ’ Evaluation of Different Optimizers in Neural Networks with Imbalanced Dataset’, International Research Journal of Engineering and Technology (IRJET),Volume8,Issue2,pages: 2219-2225.
  • ’ Biometric Authentication system using visual cryptography’, International Research Journal of Engineering and Technology,volume 8,Issue2,pages: 662-669.
  • ’CNN Model for Image Classification using ResNet’, International Journal of Computer Science Engineering and Information Technology Research journal , Vol. 11, Issue 1, Jun 2021,Pg.No.119-128.
  • Automated Wheelchair Controller System using IoT’, ICT ACADEMY Journal on Communication Technology (IJCT),Submitted Paper on 05.08.2021. link: https://www.ijraset.com/fileserve.php?FID=37997. Volume 9 Issue IX Sep 2021.
  • ’Visualization of Enterprise Grade Cloud Architecture for the Most Cost-Effective Application Deployment using Mining Tool’, International Journal for Research in Engineering Application and Management,volume 5,issue 10, pages 182-188.link: http://ijream.org/papers/IJREAMV05I1058063.pdf
  • ’A Reliability System for Filtering Malicious Information on Social Network’, International Journal of Management, Technology And Engineering,volume 10,issue I,pages 202-214. Link https://app.box.com/s/g69c4fqu7brkdtn6fy99qhisx4t90ew6
  • “Data Traffic Analysis Based IoT Detection Using Honeynet DA Classification”,Date of filing of Application :24/10/2019,Publication Date : 01/11/2019 Application No.201941043184 A (Inventors: Dr. V. Kalpana, Dr. Sobhana Munnaneni, Dr.M.Senbagavalli, V. Kalpana, Dr. S. Balambigai, Dr. Muralidharan J, Dr. K. Murugeswari, Dr. G. Saravanan, Dr. G. Revathy, Dr. Ashish Seth)
  • Datamining Techniques on Predicting Heart Disease(An Extensive Survey)’,Journal of Emerging Technologies and Innovative Research (JETIR),Volume 6, Issue 2.(ISSN-2349-5162),Pg.No. 71-76.
  • ‘An Efficient Feature Selection Technique of unsupervised learning approach for analyzing web opinions’, Journal of Scientific and Industrial Research Vol. 75, April 2016, pp. 2 21-224,Annexure-I.(SCI).
  • ‘Evaluating Mental Health Workload among Employee using artificial neural network’, International Journal of Emerging Technology in Computer Science and Electronics –2016,Vol. 23, Issue No. 1.
  • ‘Opinion Mining for Cardiovascular Disease using Decision Tree based Feature Selection’ , Asian Journal of Research in Social Sciences and Humanities –Vol. 6, No. 8, August 2016, pp. 891-897, ISSN 2249-7315,Updated List.
  • ‘Offloading Android Applications to the Cloud without Customizing Android’, International Journal of Emerging Technology in Computer Science and Electronics –Vol. 21, Issue No. 2, April 2016.
  • ‘Optimization of Human Liver Cancer using Fuzzy Inference System for Microarray Gene Data’, in Australian Journal of Basic and Applied Sciences, 9(10), 2015, ISSN: 1991-8178, Pages: 86-92. Annexure-II. (SCI).
  • ‘A Computational Modeling of Epidemics using Susceptible-Exposed-Infected-Recovered Deceased Model’, in International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 9 No.27 (2014) pp. 9433-9437. Annexure-II. (SCOPUS and Google Scholar).
  • ‘A Competent approach for extracting and visualizing web opinions using Clustering’, in International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, 2014,Issue 6, ISSN: 2277 128X.
  • ‘Delegating Log Management to the Cloud by Secure Logging as a Service’, in International Journal of Advanced Research in Computer Engineering and Technology (IJARCET), Volume 3, Issue 3, 2014.
  • ’A Combined Approach for Supervised Learning of Online User Reviews using Opinion Mining’, International Journal of Research Review in Engineering and Management (IJRREM), Volume -2,Issue -2, Feb-2018, Page No : 1-21 ,Impact Factor: 2.9463, Scribd Impact Factor :4.7317,Academia Impact Factor :1.1610

Research Papers Presented/Published in the Conference Proceedings

  • ‘Multimodal Authentication System based on Audio -Visual data: A Review’ in 2022 International Conference for Advancement in Technology (ICONAT) during 21s t & 22 n d January 2022,RIT Rajarambapu Institute of technology,IEEE Bombay Section.
  • ‘Hand Sign Recognition Using YOLOV5’, in the International Conference on Emerging Trends in Communication and Networking (ETCAN'21) held from 22.10.2021 to 23.10.2021 at Kongunadu College of Engineering and Technology (Autonomous), Trichy, Tamilnadu, India.
  • ‘An Efficient Feature Selection Technique of unsupervised learning approach for analyzing web opinions’, Journal of Scientific and Industrial Research Vol. 75, April 2016, pp. 2 21-224,Annexure-I.(SCI).
  • ‘Evaluating Mental Health Workload among Employee using artificial neural network’, International Journal of Emerging Technology in Computer Science and Electronics –2016,Vol. 23, Issue No. 1.
  • ‘Opinion Mining for Cardiovascular Disease using Decision Tree based Feature Selection’ , Asian Journal of Research in Social Sciences and Humanities –Vol. 6, No. 8, August 2016, pp. 891-897, ISSN 2249-7315,Updated List.
  • ‘Offloading Android Applications to the Cloud without Customizing Android’, International Journal of Emerging Technology in Computer Science and Electronics –Vol. 21, Issue No. 2, April 2016.
  • ‘Optimization of Human Liver Cancer using Fuzzy Inference System for Microarray Gene Data’, in Australian Journal of Basic and Applied Sciences, 9(10), 2015, ISSN: 1991-8178, Pages: 86-92. Annexure-II. (SCI).
  • ‘A Computational Modeling of Epidemics using Susceptible-Exposed-Infected-Recovered Deceased Model’, in International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 9 No.27 (2014) pp. 9433-9437. Annexure-II. (SCOPUS and Google Scholar).
  • ‘A Competent approach for extracting and visualizing web opinions using Clustering’, in International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, 2014,Issue 6, ISSN: 2277 128X.
  • ‘Delegating Log Management to the Cloud by Secure Logging as a Service’, in International Journal of Advanced Research in Computer Engineering and Technology (IJARCET), Volume 3, Issue 3, 2014.
  • ’A Combined Approach for Supervised Learning of Online User Reviews using Opinion Mining’, International Journal of Research Review in Engineering and Management (IJRREM), Volume -2,Issue -2, Feb-2018, Page No : 1-21 ,Impact Factor: 2.9463, Scribd Impact Factor :4.7317,Academia Impact Factor :1.1610