Selected Publications:

• R Annie Uthra, “Machine learning and GIS based accident detection and Emergency management system for Two Wheelers”,Lecture Notes in Network and Systems, Springer, Vol.204, PP- 621-641, June 2021.
• T Roosefert Mohan, J Preetha Roselyn, R Annie Uthra, D. Devarajan, K Umachandran, “Intelligent machine learning based total productive maintenance based approach to achieve zero down time in industrial machinery”, Computers & Industrial Engineering, Elsevier, Volume 157, March 2021. (SCI: 4.135).
• A L Amutha, R Annie Uthra, J Preetha Roselyn, R Golda Brunet, “Anomaly detection in multivariate streaming PMU data using density estimation technique in wide area monitoring system”, Expert Systems with Applications, Elsevier, Volume 175, 1 August 2021, 114865 (SCI: 5.45)
• S. Priya, R. Annie Uthra, “Comprehensive analysis for class imbalance data with concept drift using ensemble based classification”, Journal of Ambient Intelligence and Humanized Computing, Springer, Volume 11, 2020. (SCI: 4.59)
• J.Preetha Roselyna,R. Annie Uthra , Ajith Raj , D. Devaraj , Pranav Bharadwaj,Sai Vijay Deera, Krishna Kaki,”Development and implementation of novel sensor fusion algorithm for occupancy detection and automation in energy efficient buildings”, Sustainable Cities and Society, Elsevier, Volume 44, pp.85-98, 2019. (SCI: 3.5 IF)
• A.Jeyasekar, S.V.Kasmir Raja, R. Annie Uthra, “Congestion Avoidance Algorithm using ARIMA(2,1,1) Model-Based RTT Estimation and RSS in Heterogeneous Wired–Wireless Networks”, Journal of Networks and Computer Applications, Elsevier, Vol. 93, pp. 91- 109, 2017. (SCI: 4.5 IF)
• R. Annie Uthra, S.V. Kasmir Raja, A. Jeyasekar, Anthony J. Lattanze (2015) “Energy- efficient predictive congestion control for wireless sensor networks”, IET Wireless sensor systems, vol.5, issue 3, pp.115-123. (ESCI, SNIP: 1.24)
• R. Annie uthra, S.V. Kasmir Raja, A. Jeyasekar, Anthony J. Lattanze (2014) “A probabilistic approach for predictive congestion control in wireless sensor networks”, Frontiers of Information Technology & Electronic Engineering, Springer, vol.15, issue 3, pp.187-199. (SCIE: 1.2 IF)
• R.Annie Uthra and S.V. Kasmir Raja (2012) “QoS routing in wireless sensor networks – a survey”, ACM Computing Surveys (CSUR), vol.45, issue 1, Article 9. (SCI: 6.2 IF)
• S Priya, S Agarwal, P Thakur, R Annie Uthra, “A.Ensemble based classification for class imbalanced credit card fraudulent data”, International Journal of Advanced Science and Technology, Volume 29, No. 6, pp. 2129 – 2141, 2020
• Liu Y, R Annie Uthra, “Bluetooth based smart home control and air monitoring system”, International Journal of Advanced Research in Engineering and Technology, Volume 11, no. 5, pp. 264-274, 2020.
• Nilesh Matai, Kumar Vibho, R.Annie Uthra, “Blockchain Implementation Using Smart Contracts to Secure the Online Real Estate Business Transactions”, International Journal of Advanced Science and Technology, Volume 29, No. 6, pp. 2462 – 2473, 2020.
• Liu Y, R Annie Uthra, “An iot based real-time air quality monitoring system for electric bike warehouse”, International Journal of Advanced Science and Technology, Vol 29, No. I 7, pp. 1168-1181, 2020.
• Pranav Bharthi, Bakshi M., R Annie Uthra, “Fake news detection using logistic regression, sentiment analysis and web scraping”, International Journal of Advanced Science and Technology, Vol 29, No. I 7, pp. 1157- 1167, 2020.
• Jeel Rachchh, R. Annie Uthra, A. Jeyasekar, “Secure Communication Through Internet of Things in Industries-A Survey”, International Journal of Pure and Applied Mathematics, Volume 118, No. 22, pp. 233-238, 2018.
• Divya Bhavani Mohan, R.Annie Uthra, “A Study On Emergency Navigation In Smart Buildings Using IoT”, Journal of Advanced Research in Dynamical and Control Systems, 12- special issue, pp. 1516-1534, 2017.
• Divya Bhavani Mohan, R.Annie Uthra, “Deployment of Emergency Navigation System in Iot Based Smart Buildings using Wireless Sensor Networks”, International Journal of Pure and Applied Mathematics, Volume 115, No. 6, pp.491-498, 2017.
• Abhishek Dua, Sansriti Shukla, R. Annie Uthra, Melvin George, “Analysis and Prediction of Fatality due to Heart Disease”, Journal of Advanced Research in Dynamical and Control Systems, 06-special issue, pp. 779-790, 2017.
• Roosefert Mohan T, Annie Uthra R, Preetha Roselyn J and Dharmaprakash R “Wavelet Based Fault Location Identification of Smart Meters in Smart Grid”, International Journal of Control Theory and Applications, Vol.10, No.16, pp. 55-67, 2017.
• Ujjwal Sinha Mahapatra, R.Annie Uthra, “KULSR: Keyword and User Locality-Based Service Recommendation Method on MapREduce for BigData Applications”, International Journal of Control Theory and Applications, Vol.9, No.13, pp. 6277-6282, 2016.
• Jeyasekar, S.V. Kasmir Raja, R. Annie Uthra,(2014) “ARIMA Model-Based RTT Estimation For Congestion Avoidance Mechanism in Asymmetric Networks”, Journal of Theoritical and applied Information Technology, vol. 66, No. 1, pp.380- 389.
• Sheryl Jose and R.Annie Uthra, (2014) “Minimizing Interference in Multihop Wireless Networks in the Presence of Hidden Terminals ”, International Journal of Computer Science and Information Technologies, vol. 5 issue 2, pp.1754-1758
• Julius Olushola Jejeniwa, R.Annie Uthra, (2014) “Optimized Dual Head Cluster Algorithm for Large-scale Mobile Ad-hoc Networks”, International Journal of Information & Computation Technology, vol. 4, issue 6, pp.607-612.
• Swapnil Nema and R. Annie Uthra (2013), ‘A home monitoring mobile application of secure sensor network with power efficient gateway’, International journal of information and computation technology,vol.3, issue 3.
• Ashu guptha and R. Annie Uthra (2013), ‘Energy efficient cluster based data gathering in wireless sensor network’, International journal of information and computation technology,vol.3, issue 2.
• R.Annie Uthra, S.V.Kasmir Raja, (2011) “PACC: Probabilistic Approach for Congestion Control in Wireless Sensor Network”,International Journel of Wireless Communications, vol. 3, issue 14, pp.985-990.
• A.K.Arun,M.Sumathi and R.Annie Uthra (2011), ‘SPOSH: A Secure Pervasive Human Centric Object Search Engine’, International Journal of Engineering Research and Applications.

• Best Paper Award: Priya S, Annie Uthra R, (2020), “Ensemble based classification of class imbalanced credit card fraudulent data”, 8th international Conference on Contemporary Engineering and Technology 2020, Chennai, India. March 14-15. 
•  Recipient of IET CLN Women Engineer Award 2016-17
•  Recipient of Outstanding Reviewer Award 2016 from Journal of Network and Computer Application, Elsevier  
• Recipient of Recognized Reviewer Award 2016 from Journal of Network and Computer Application, Elsevier Certified Reviewer Award 2017 from Digital Communications and Networks, Elsevier 
• Recipient of Best Teacher Award-2006, from SRM UNIVERSITY.

• A L Amutha, R Annie Uthra, J Preetha Roselyn and R Golda Brunet, “Deep Ensemble Technique for Short Term Load Forecasting using Smart Meter Data”, ICICC 2021, Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, 20-21 February 2021, Springer Lecture Notes.
• A.Jackulin Mahariba, R.Annie Uthra, “Machine learning and GIS based accident detection and emergency management system for two wheelers”,ICISC 2021, JCT College of Engineering and Technology, Coimbatore, January 7-8, 2021, Springer Lecture Notes in Networks and Systems.
• A.Jackulin Mahariba, R.Annie Uthra, R.Golda Brunet, “Finding shortest route for emergency management due to road traffic accidents using GIS and MSSTT algorithm for Chennai”,ACMM 2021, SRM Institute of Science and Technology, Chennai, March 25- 26,2021
• Priya and R. Annie Uthra, “An Effective Deep Learning Based Variational Autoencoder For Zero-Day Attack Detection Model”, ICISC 2021, JCT college of Engineering and Technology, Coimbatore, January 7-8, 2021, Springer Lecture Notes in Networks and Systems.
• Sukanya Varshini K, R Annie Uthra,”An Approach to Extract Meaningful Data from Unstructured Clinical Notes”, ICISC 2021, JCT college of Engineering and Technology, Coimbatore, January 7-8, 2021, Springer Lecture Notes in Networks and Systems.
• A.L. Amutha, R. Annie Uthra, J. Preetha Roselyn and R. Golda Brunet, “Streaming Data Classification using Hybrid Classifiers to tackle Stability-Plasticity Dilemma and Concept Drift”, CICT 2020, IIITDM, Chennai, December 3-5, 2020, IEEE Xplore.
• Sukanya Varshini K, R Annie Uthra, “An Effectual Method for Disease Identification in Pediatric Dataset”, ICRSETM 2020, Vaagdevi college of engineering, Warrangal, December 28, 2020, Elsevier: Materials Proceedings.
• Priya and R. Annie Uthra, “An Effective Concept Drift Detection Technique with Kernel Extreme Learning Machine for Email Spam Filtering,” 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS), Thoothukudi, India, 2020, pp. 774-779, doi: 10.1109/ICISS49785.2020.9316055.
• Liu Y, R. Annie Uthra, (2020),“Exploration of IoT based based real-time healthcare monitoring system”, 8th international conference on recent trends in computing ICRTC- 2020, Delhi, India, July, 03-04.
• Shreyank Kini T, R.Annie Uthra, (2020), “Development of Machine Learning Models for Information Technology Service Management Abiding ITIL Frameworks”, Conference name: International Conference of Mathematical Computer Engineering (ICMCE’20), Chennai, India. Feb. 21-22.
• Priya S, Annie Uthra R, (2020), “Ensemble based classification of class imbalanced credit card fraudulent data”, 8th international Conference on Contemporary Engineering and Technology 2020, Chennai, India. March 14-15.
• Bhattacharya, M., Datta, R.Annie Uthra, (2019) “Comparative Analysis of Bayesian Methods for Estimation of Locally-Invariant Extremes”, IEEE International Conference on Electrical, Control and Instrumentation Engineering, ICECIE 2019, Malaysia.
• Sagar Sagani, R.Annie Uthra(2017), “Classification of Clauses in the legal sector using Convolutional Neural networks”, IRCTCIT ’17, Chennai, India.
• Annie uthra, S.V. Kasmir Raja, (2014) “Energy Efficient congestion control for Wireless Sensor Networks”, Advances in Intelligent Systems and Computing (Springer) series, Bangalore, India, 4(6), pp.607-612.
• Bharani, R.Annie Uthra, (2014) “Energy efficient routing in wireless sensor network with genetic algorithm”, International conference on advances in computer science and information technology, Chennai, India, March 28-29.
• Kranthi, R.Annie Uthra, (2014) “Authentication through emotion and voice verification on Android platform”, National conference on convergence of big data and cloud computing NCCBCC’14, Chennai, India, March 17-18.
• A.K.Arun,M.Sumathi and R.Annie Uthra (2011), ‘SPOSH: A Secure Pervasive Human Centric Object Search Engine’, Proceedings of Annual International conference, Amal Jothi Engg. College,Kottayam, 28-30 April.
• Shuchi Tripathi and R.Annie Uthra (2011), ‘Minimizing End to end delay in WSN’ Proceedings of National multi Conference on Innovative Computing Technology, Chennai, India, April.
• M.Sumathi and R.Annie Uthra (2010), ‘Distance based localization in WSN’, Proceedings of Conference on Mobile and Pervasive Computing COMPC-10, Vellammal Engineering, Chennai, India, 28-29 January.
• R.Annie Uthra and B.Amutha (2009), ‘Location Aware Computing in Specknet’, IEEE Xplore and Proc. of IEEE International Advanced Computing Conferences IACC’09,Thaper University, Pattiala, Punjab, India, 8-9 March.

Projects:

FUNDED PROJECTS:

• “Pilot study on demonstrating Deep learning based non-invasive Ultrasound tool for assessing sexual maturation of Asian sea bass Lates  calcarifer”PI – Prof. Annie Uthra, HoD/CINTEL and Dr. Saad Yunus Sait, CINTEL for receiving a research fund of 30 lakhs by MoES in collaboration with CIBA.
• Digital Twin assisted operational decision support system for deep-ocean manned scientific submersible.CO-PI, Dr. R Annie Uthra, Professor/CINTEL, Ms. A Jackulin Mahariba, Assistant Professor/CINTEL and Dr. Sowmiya, Associate Professor/EEE and Dr.J Preetha Roseline, Professor/EEE as PI for bagging a project grant worth Rs.44,98,551 from MoEs
• SRM-NOKIA Innovation Lab 

Funding agency    : NOKIA

Fund    : Rs.7,00,000

Status    : Completed

• Smart Monitoring and Control of Laboratory 

Funding agency    : SRM University

Fund    : Rs.50,000

Status    : Completed

• Water Quality Management System

Funding agency    : SRM University

Fund    : Rs.1,50,000

Status    : Under progress

• SATU Project “Multi-Path Planning Autonomous Underwater Vehicle For Search And Rescue Via Neural Network In Internet Of Underwater Things” with PI Nur Haliza Abdul Wahab Universiti Teknologi Malaysia, Malaysia, 2021.

CONSULTANCIES:

• Log based equipment monitoring app development for NORINCO Private Limited(initiated)
• Explainability through casual Lens, Samsung Prism, Samsung, Bangalore (ongoing)
• Vision guided path planning for underwater vehicle, National Ocean Technology, Gov. of India (ongoing)
• Speech and Sound Diarization , Samsung Prism, Samsung, Bangalore (completed)
• Development of Green building through intelligent building management system in association with IoT solutions, Wipro Technologies (completed)

Academic Experience:

• June 2001-till date Professor Department of Computer Science SRM Institute of Science and Technology Kattankulathur India 
• June 2013 – 2018 Adjunct Associate Teaching Professor Institute for Software Research School of Computer Science Carnegie Mellon University Pittsburgh USA 
• March- April 2018, November- December 2019 Visiting Professor School of Computer Science Henan University of Economics and Law Zhengzhou, Henan Province China
• June 1996-May 1997 System Analyst Computer Point Tirunelveli Tamil Nadu India

• Member, IET  
• Life Member, Indian Society for Technical Education