Associate Professor

WIRELESS SENSOR NETWORKS

Wireless Sensor Network Security                                         

Artificial Intelliigence ,Machine Learning and Deep Learning 

1. Ann Based Device for Reading Mood and Mind (Application number : 202341002412, Published Date: 17.02.2023)
2. A System with Machine Learning to Diagnose Autism at an Earlier Stage  (Application Number: 202241042291, Published Date: 29.07.2022)
3. Plantain Tree Cultivation Utilizes a Deep Learning Model of Sequential Image Classifiers for Crop Disease Diagnosis(Application Number: 202241074035, Published Date: 13.01.2023)

1. V. UmaRani, V. Saravanan, and J. Jebamalar Tamilselvi. "A Hybrid Grey Wolf-Meta Heuristic Optimization and Random Forest Classifier for Handling Imbalanced Credit Card Fraud Data." International Journal of Intelligent Systems and Applications in Engineering 11, no. 9s (2023): 718-734.(Scopus)
2. V.UmaRani,Kaldevi Ramar, J.JebamalarTamilselvi, P.Sarasu, V.Charles Prabu,”Analysis of multiclass imbalance handling in red wine quality dataset using oversampling and machine learning techniques” Journal of Theoretical and Applied Information Technology,Vol. 101.  No. 19,2023. .(Scopus)
3. Manju, A., A. Revathi, M. Arivukarasi, S. Hariharan, V. Umarani, Shih-Yu Chen, and Jin Wang. "Fuzzy Rule-Based Model to Train Videos in Video Surveillance System." Intelligent Automation & Soft Computing 37, no. 1 (2023). .(SCI & Scopus)
4. R Sudharsanan, PV Gopirajan, V UmaRani, M Kanchana,” Secure Multi-Authentication using BlockchainTechnology in Cloud based Internet of Things”,2022 in Telematique,pp. 6640-6650
5. V.UmaRani, J. JebamalarTamilselvi, Rajan John,Classification of Twitter COVID Tweets Using Deep CNN-SLSTM Technique, in Journal of PERIODICO di MINERALOGIA,2022,91(4),1182-1197.
6. Dr J. JebamalarTamilselvi , Dr V.UmaRani,”Context Pseudo Relevance Feedback using Machine Learning Technique” in international journal of creative research thoughts,Vol10, Issue1(2022),ISSN 2320-2882.
7. V.UmaRani, AnithaJulian, J.Deepa,” Sentiment Analysis using various Machine Learning and Deep Learning Techniques. Journal of the Nigerian Society of Physical Sciences, pp.385-394.(Scopus)
8. D.Ramya, S.K Manigandan,J.Deepa,V.UmaRani, Click prediction for Advertisement in websites using Linear Regression” in Turkish Journal of Computer and Mathematics Education,Vol12,No4(2021),271-276. (Scopus)
9. V.UmaRani and K.SomaSundaram,”Dirichlet Distribution based Trust Model for Malicious Node Detection in Wireless Sensor Network”  in Journal of Engineering and Applied Sciences, (2019) ISSN :1818-7803.
10. V.UmaRani and K.SomaSundaram,”Detection of Packet forwarding Misbehaviours using Trust Model in Wireless Sensor Networks, International Journal of Pure and Applied Mathematics, ISSN: 1311-8080,Volume 117 No. 22 (2017), 265-269.
11. V Umarani,Yuvasri.S, Charles Prabhu.V, “Survey Of Black Hole Detection In Wireless Sensor Networks”, International Journal For Research & Development In Technology,Vol:8,Issue:4 (2017) ,185-189.
12. V Umarani, T Saraswathi, M Kumaran,”Predicting and Preventing the Denial Of Service Attacks Using Trust Based Fuzzy Logic Mechanism” in International Journal of Emerging Technology in Computer Science & Electronics,(2017) Volume:24,Issue 9, 35-38.
13. V.Uma Rani, J.LinEby Chandra, D. Jayashree,”Efficient Storage Location Assignment Using Genetic Algorithm In Warehouse Management System” in International Journal of advanced research,Volume :4 Issue:6 ,(2016), 18-24.
14. V.UmaRani, Dr K.SomaSundaram “Detection and Elimination of Packet Drop Attack in WSN” in   International Journal of Applied Engineering Research Volume 10, Number 9, 2015 ISSN 0973-4562.
15. V.UmaRani, D.JayaShree,Dr K.SomaSundaram “Trust Based Misbehaviour Detection in WSN” in Applied Mechanics and Materials.Vol 622 ,2014, pp 191-198. (Scopus)
16. V.UmaRani, Dr K.SomaSundaram “Review of Trust Models in Wireless Sensor Networks” in World Academy of Science, Engineering and Technology, International Journal of Computer, Information Science and Engineering Vol:8 No:2, 2014,Pgno 101-107.
17. V.UmaRani, Dr K.SomaSundaram “Survey of Various Trust models in Wireless Sensor networks” in International Journal of Emerging Technology and Advanced Engineering ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 10, October 2013.
18. V.UmaRani, A.Shylesh Manuel Raj(2012) ,”Interval Analysis Based Mobile Target Tracking In Sensor Network With Enhanced Ant Colony Optimization” in ISR journals and publications.
19. V.Umarani, R.Dinesh Babu(2012)” Preventing False Injection Attack In Secure Data Aggregation Of Wireless Sensor Networks” in ISR journals and publications.
20. V.UmaRani, E.A.Mary Anita(2011) ,”Security issues and Challenges in Wireless sensor networks” in CIIT international journal of Wireless Communications, Vol 3, No 15,November 2011.

1. Umarani V, S.Thirsaa,”Analysis Of Various Machine Learning Regression Models For Aqi Prediction” In Third International Conference On Innovative Sustainable Computational Technologies (Cisct),2023. (Scopus)
2. UmaRani, V.Karnati Yogendra Reddy, Mekala Praneeth Kumar, and Teja Ramana Reddy Raju. "Blockchain based voting system using Ethereum network." In Artificial Intelligence, Blockchain, Computing and Security Volume 2, pp. 382-387. CRC Press, 2023. (Scopus)
3. Umarani, V., M. Jagadeesh Raj, K. Garshan Kumar, and Somu Vasanth Reddy. "Cartoonify real-time images using machine learning." In Artificial Intelligence, Blockchain, Computing and Security Volume 2, pp. 499-503. CRC Press, 2023. (Scopus)
4. Umarani, V., M. Dimpusowjanya, Dodla Poojitha, and Gurijala Sai Sriya. "Application access for chromatic color detection." In Journal of Physics: Conference Series, vol. 2484, no. 1, p. 012049. IOP Publishing, 2023. (Scopus)
5. UmaRani, V., P. Moneesh, M. Sanjeeev, and Sanchi Nischitha. "A Hybrid Mel Frequency Cepstral Coefficients and Bayesian Gaussian Mixure Model for Voice based Authentication Websites." In 2023 International Conference on Device Intelligence, Computing and Communication Technologies,(DICCT), pp. 367-370. IEEE, 2023. (Scopus)
6. Deepa, J., R. Naveen, Kambam Aneka, J. Velmurugan, V.UmaRani and Merry Ida. "Computational Drug Discovery Using QSAR Modeling." In Recent Trends in Computational Intelligence and Its Application, pp. 438-445. CRC Press, 2023.
7. V.UmaRani, J. JebamalarTamilselvi, Kaladevi Ramar,”A Hybrid MFWT Technique for Denoising Audio Signals” in 2022 2nd International Conference on Innovative Sustainable Computational Technologies (CISCT).(Scopus)
8. V.UmaRani, J. JebamalarTamilselvi,J.Deepa, Rajan John,” Trust Model for Secure Routing in Wireless Sensor Network using AI Technique” in 2022 8th International Conference on Smart Structures and Systems (ICSSS),IEEE Explorer.(Scopus)
9. Dr V.UmaRani, Dr J.JebamalarTamilSelvi,”Sentiment analysis of Online Product Reviews using Machine Learning technique” in International Conference On Machine Intelligence and Green Computing at Kalaignar karunanidhi Institute of Technology (2021).
10. V.UmaRani, Dr K.SomaSundaram , “Detection of selective forwarding attack using BDRM in Wireless Sensor network” in AIP Conference Proceedings Vol.2271,(2020) (Scopus)
11. V.UmaRani, Dr K.SomaSundaram,D.JayaShree(2016),”Enhanced Beta Trust Model in Wireless Sensor Networks” in International Conference at S.A Engineering College (2016). . (Scopus)
12. S.A MariamBenazir, V.UmaRani(2016) ,”Detection of selfish & malicious behaviour using DTN- chord monitoring in mobile networks” in International Conference On Information Communication And Embedded System(ICICES 2016) ICICES’16 at S.A Engineering College. (Scopus)
13. V.UmaRani ,Dr K.SomaSundaram “Detection and Elimination of Packet Drop Attack in WSN”  in 2^nd International conference on Engineering Technology and Science ICETS held on 5^th and 6^th march 2015 at Muthayammal college of Engineering.
14. V.UmaRani ,Dr K.SomaSundaram “State Based Detection of Packet Dropping Attack in WrelessSensor Network” on the theme of  Advanced Computing and Mathematical
15. Engineering”(ICONACME’15) in International conference on Science, Technology, Engineering and Management held on 26^th and 27^th March 2015 at Jeppiaar Engineering college.
16. V.UmaRani,P.Karpagam ”Adaptive file replication and consistency maintenance in P2P network Systems” in international conference of Information communication and embedded System (ICICES) held on 23^rd and 24^th February 2011 at S.A Engineering College.

 

1. V.UmaRani, E.Sujatha, Gopirajan P.V(2021), “Recommendation Filtering based Trust Model for Secure Routing in WSN”, National Conference Innovative Data Engineering Applications at Vel Tech High Tech Dr. Rangarajan Dr. Sakunthala Engineering College.
2. JebamalarTamilselvi, V.UmaRani (2021),” Domain Specific Search Engine using Context Pseudo Relevance feedback”, National Conference Innovative Data Engineering Applications at Vel Tech High Tech Dr. Rangarajan Dr. Sakunthala Engineering College,
3. R.Dinesh Babu, V.UmaRani(2012),”Attack Resilient Synopsis Diffusion Approach for Data Aggregation in Wireless Sensor Networks” in national conference NCETCA’12  at  SRM university.
4. A.Shylesh Manuel Raj, V.UmaRani(2012)” Interval Analysis Based Mobile Target Tracking In Sensor Network With Enhanced Ant Colony Optimization” in WEBTOPS’12 at Jaya engineering college.
5. R.Dinesh Babu, V.UmaRani(2012),”Preventing False Injection Attack In Secure Data Aggregation Of Wireless Sensor Networks” in national conference WEBTOPS’12 at Jaya engineering college.
6. C. Prameela devi, V.UmaRani (2012)”Single key assignment scheme for  wireless networks in WEBTOPS’12 at Jaya engineering college.
7. V.UmaRani,MaryLisy (2011),”Clone attack detection in Wireless sensor networks” in national conference of Prathusha Institute of Technology.
8. V.UmaRani,Arul Jothy.R (2011), “Detecting Sinking Malicious behaviour in wireless Ad Hoc network using cross layer approach” in  national conference of  “Recent Trends in computer Applications and Technology on 30^th September 2011. 
9. V.UmaRani, P.Vijalakshmi,Dr K.RadhaKrishnan “ Dynamic Reconfiguration of Wireless networks using GA “ in national conference on Recent trends in Communication Techniques NATCON’04 at  Noorul Islam college of Engineering.

• Circular Economy in Healthcare
• MetaHeuristic Optimization in Healthcare

19+ teaching experience

1. Associate Professor - Department of Computer Science and Engineering,Saveetha Engineering College ( June 2021 – till date)
2. Assistant Professor - Department of Computer Science and Engineering, Jaya Engineering College ( June 2006 –  May 2021 )
3. Lecturer - Department of Computer Science and Engineering, Arulmigu Kalasalingam college of engineering (December 2003 to January 2006)

NIL

• Attended 5 days faculty development programme on “AR ,VR fundamentals using Unity” from 29 Jan 2024 to 02 Feb 2024 conducted by ICT Academy at Saveetha engineering college
• Attended 8 days online faculty development Programme on “Block Chain Technology and Applications” from 15 June 2023 to 24 June 2023 organized by Asi@Connect ,PDPM IIITDM,Jabalpur
• Attended 8 days faculty development Programme on “Cyber Security and hacking” from 16 June 2023 to 24 June 2023 organized by SRM institute of technology,Ramapuram Campus.
• Attended ten days short term traning programme on “Cyber Security: Global Hackathon,Defense mechanism and Digital Forensics from 1^st February to 11^th February 2023.
• Attended two weeks international FDP on “DataScience Tools” from 7^th October to 20^th October 2022.
• Attended National intellectual property awareness mission on October 11,2022.
• Attended one week FDP on “Amazon Web Services” from 22^nd August 2022 to 27^th Auguest 2022 organized by M.kumarasamy College of Engineering.
• Attended AICTE training and Learning Academy online elementary FDP on “Bio inspired Computing for Data Analytics” from 8^th February to 12^th February 2022 at NIT Delhi.
• Attended IP Awareness or Training program under national intellectual property awareness mission on 29^th January 2022.
• Attended faculty orientation program organized by Saveetha Teaching Learning Center on 18^th August 2021.
• Attended two days international level workshop on “Internet of Robotic Things” organized by Nallamuthu Gounder Mahalingam College, 31st and 2^nd August 2021.
• Attended AICTE training and Learning Academy online elementary FDP on “Nature Inspired Optimization Technique” from 19^th July to 23^rd July 2021 at NIT Delhi.
• Attended 4 Webinars conducted by Pantech solutions during 2020.
• Attended 12 Webinars conducted by Jaya Engineering college during 2020.
• Attended one day workshop on “Effective Research Grant writing” conducted by IET on 16^th February 2013.
• Attended National level Workshop on “Mathematical modeling in Wireless sensor networks and hands on training in OMNeT++-Version 1.0” on 12^th and 13^th of December 2013
• Attended a workshop on “webinar on Pure Data and Arduino” at Jaya Engineering College on 14^th February,2015.
• Attended a three days workshop on “Modern Teaching Methodology for Computer Science Faculty” during December 15-17,2014 ,at Jaya Engineering College.
• Attended Two days workshop on NS2-MATLAB-AResearch Perspective” on 18 &19 December 2014.
• Attended one day workshop on “Effective Research Grant writing” conducted by IET on 16 th February 2013.
• Attended National level Workshop on “Mathematical modelling in Wireless sensor networks and hands on training in OMNeT++- Version 1.0” on 12^th and 13^th of December 2013.
• Attended 2-Weeks AICTE sponsored National Seminar Programme on “Recent Security Issues in Cloud Computing Application Areas” during 18–30 November 2013, at Jaya Engineering College.
• Attended a one day National workshop on “Network simulator-2” in 22^nd March 2012 at Jaya engineering college.
• Attended a one day National workshop on “Journal Writing ” in May 2012 at Jaya engineering college.
• Attended a one day workshop program in KaaShiv InfoTech on May 2012.
• Attended a Workshop on “Free software, Freedom and Education” conducted by Free Software Foundation Tamil Nadu on Monday,6^th February 2012.
• Attended a one day national conference on Web Technologies and open source WEBTOPS’12 in Jaya Engineering College during 30^th March 2012.
• Attended a one week Faculty Development Programme on “Artificial Intelligence” on Venkateswara Engineering College conducted by Anna University during 14^th to 21^st November 2011.
• Attended a workshop on Software Freedom Day’11celebration conducted by “JAYA FOSS CLUB” on 17^th September 2011.
• Attended a one day workshop on “Intellectual Property Rights” organised by JEC –ISTE chapter on September 2006.
• Attended a one week Faculty Development Programme on “Visual Programming” on Arulmigu Kalasalingam college of Engineering conducted by Anna University during 7^th to 12^th November 2005.

• Conducted a workshop on “PODMAN with Containerization” 21^st oct 2023 at Saveetha Engineering College.

• Conference coordinator for AICTE sponsored international conference on application of AI,ML.DL,BigData on recent Societal issues(ICARST’23)organized by CSE department in Saveetha Engineering College

• Conducted a Online Workshop on “GUI Programming & Database Connectivity Using PYTHON’” 14^th Oct 2022 at Saveetha Engineering College.

• Conducted a Guest Lecture on “Machine learning techniques in AI ” 12^th April 2022 at Saveetha Engineering College.

• Conducted a Guest Lecture on “Theory of Computation” 15^th Dec 2021 at Saveetha Engineering College.

• Conducted one day PALS Virtual Lab training for staff on 18^th September 2021.

• Conducted a one week Faculty Development Programme on “C# and .NET framework” on Jaya Engineering College conducted by Anna University during May2012.

• Presented a session “Role of this pointer and Storage classes on Object Oriented Programming” in Faculty Development programme “Programming and Data Structures-II” on 24^th June 2014 at Jaya Engineering College organized by IT department.

• Acted as reviewer for several international conferences and Journals.

• Completed Udemy online courses “Generative AI from GAN to CLIP, with Python and Pytorch“, Computational intelligence using python” and “Person centred counselling.

• Completed 25 online courses on Coursera like “Deep learning”, ‘Artificial Intelligence”, “Internet history, Technologies and Security”, ”HTML”, Python for everybody” etc .

• Completed NPTEL online courses,”Introduction to Industry 4.0 and Industrial Internet of Things”, “Python for Data Science” “ Compiler design” and “ Introduction to automata, Languages and Computation”.

• Completed “Diploma in Advanced Java and Web Technologies “ Java@SSI programme.

Sl. No.	Name of Award / Recognition	Awarding Agency	Year
1.	Best Faculty Award	Jaya Engineering College	2015

• Life Member of the Indian Society of Technical Education (No: LM 11348)
• Member of The Society of Digital Information and Wireless Communications(ID: 13779)
• Member of CSTA
• NDLI  Club Member