Research Interests

Embedded Systems, Internet of Things, Block Chain, Image Processing, Network Security

Biography:

 I .Dr. N.Sharmili, Professor, Department Of Computer Science and Engineering, Gayatri Vidya Parishad College of Engineering for Women, Visakhapatnam. I received the B.Tech. degree in Electronics and Communications Engineering from JNT University, Kakinada, India in 2001 and M.Tech degree in Computer Science and Technology from Andhra University in 2004, where I completed Ph.D. degree in 2016. I am published 22 journal papers, and presented 12 International Conference papers in addition to 13 papers at National Conferences in India. My research interests include IOT, Block chain, Machine learning, Embedded systems, Visual Cryptography, Image Processing and electrical stimulation of retinal tissue to restore vision.

My Publications: 

Book Chapter -3

1.       E.Laxmi Lydia, N.Sharmili et al.,“Robust Digital Image Watermarking Approach for Secure Medical Data Transmission in Smart cities”  in Arficial Intelligence Applications for smart societies, Studies in Distributed Intelligence (Springer Nature Switzerland AG 2021) https://doi.org/10.1007/978-3-030-63068-3_15

eBook

ISBN: 978-3-030-63068-3 DOI:10.1007/978-3-030-63068-3 Series 2662-3706

https://www.springer.com/gp/book/9783030630676

2.       E. Laxmi Lydia, C. S. S. Anupama, N. Sharmili.,“Optimal Boosting Label Weighting Extreme Learning Machine for Mental Disorder Prediction and Classification ” in Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI) (Springer Nature Switzerland AG 2021)  

eBook ISBN: 978-981-19-1476-8   DOI: 10.1007/978-981-19-1476-8

https://link.springer.com/book/10.1007/978-981-19-1476-8

3.       E. Laxmi Lydia, C. S. S. Anupama, N. Sharmili.,“ Modeling of Explainable Artificial Intelligence with Correlation-Based Feature Selection Approach for Biomedical Data Analysis ” in Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI) (Springer Nature Switzerland AG 2021)  

eBook ISBN: 978-981-19-1476-8   DOI: 10.1007/978-981-19-1476-8

https://link.springer.com/book/10.1007/978-981-19-1476-8

Book -1

1. Ms Nayeneni Sai Lohitha, Dr. R Swathi, Ms Vadetay Saraswathi Bai, Mr A V L N Sujith, Dr. N. Sharmili,“ A Basic Guide for Virtualization in Cloud EnvironmentA Learners Manual ”  in Notion Press Media Pvt Ltd (Notion Press 2021)

     eBook ISBN: 978-1-63904-663-8

     https://notionpress.com/read/a-basic-guide-for-virtualization-in-cloud-environment#

    International journals -22

1. Sharmili N, Peter Praveen J, Yamini Sankar Challari, “Secure Wireless LAN Deployment ”, Ubiquitous Computing and Communications journal, September 2010, Volume 5, number 1, ISSN : 1994-4608 (Online) 

http://www.ubicc.org/files/pdf/470_470.pdf

2. N.Sharmili, SeethaRamaiah P ,  “Image Compression and Resizing for Retinal Implant in Bionic Eye”, International Journal of computer science and Engineering survey, Volume 2, Number 4, May 2011, ISSN : 0976-2760 (Online), pp.30-37.

http://airccse.org/journal /ijcses/papers/0511cses04.pdf

3. N.Sharmili, SeethaRamaiah P, “A Real – Time Research Platform for Extraocular Image Processing of Epiretinal Prosthesis”, International Journal of Computer Science and Information Technologies, Vol. 6,  Number 2, 2015, 1134-1140, ISSN : 0976-9646 (Online) 

http://ijcsit.com/docs/Volume%206/vol6issue02/ijcsit2015060247.pdf  (impact factor- 2.93)

4. N.Sharmili, SeethaRamaiah P, “Design of a Prototype for Vision Prosthesis”, International Journal of Biomedical and Clinical Engineering, Vol. 7,  Number 2 ,July-Dec 2018, 1-13, ISSN:  2161-1610 (Online)

https://www.igi-global.com/article/design-of-a-prototype-for-vision-prosthesis/204397   UGC

5. N.Sharmili, E laxmi lydia, “An Integrated Way for Teaching Hadoop &Big Data Analytics Course”, International Journal of Recent Technology and Engineering, Vol. 8,  Number 2, July 2019, 1-13, ISSN:  2277-3878 (Online)

https://www.ijrte.org/wp-content/uploads/papers/v8i2/B1739078219.pdf  (SCOPUS)

6. Ferdiansyah, N.Sharmili, “ Examination of Population Information System as the E-Government Development in Regency” International Journal of Engineering and Advanced Technology (IJEAT), Volume-8 Issue-6S2, August 2019, pp: 1040-1044, ISSN: 2249 – 8958.

https://www.ijeat.org/wp-content/uploads/papers/v8i6S2/F13160886S219.pdf   (SCOPUS)

7. N.Sharmili, E laxmi lydia,“Analysing the Performance of Classification Algorithms on Diseases Datasets”, International journal of emerging technologies,  Volume-10 Issue-3, Sept 2019, pp: 224-230, ISSN No. (Print): 0975-8364 ISSN No. (Online): 2249-3255, 3rd page

 https://www.researchtrend.net/ijet/current_issue_ijet.php?taxonomy-id=64   (SCOPUS)

8. N.Sharmili, E laxmi lydia, “Image classification using deep neural networks for maleria disease detection”, International journal of emerging technologies,  Volume-10 Issue-4, Nov 2019, pp: 66-70,  ISSN No. (Print): 0975-8364 ISSN No. (Online): 2249-3255

https://www.ijrte.org/wp-content/uploads/papers/v8i2/B1739078219.pdf   (SCOPUS)

9. N.Sharmili, N.Swapna, “An Enhanced Artificial Neural Network based Optical Character Recognition Mechanism for Business Information Extraction and Classification”, Journal of Advanced Research in Dynamical and Control Systems. Vol.11, issue -10,Sept 2019, pp:13-19,   ISSN: 1943-023X

http://www.jardcs.org/abstract.php?id=2572 (SCOPUS)

10. N.Sharmili, E laxmi lydia, “Automatic Document Clustering and Indexing of Multiple Documents Using KNMF for Feature Extraction through HADOOP and LUCENE on Big Data”, Test Engineering & Management magazine, Vol.81,Nov-Dec 2019, pp: 1107-1130,   ISSN: 0193 – 4120.

http://testmagzine.biz/index.php/testmagzine/article/view/162 (SCOPUS)

11.  B Renuka Devi ,N.Sharmili, “A Classification Model using improved Hybrid Genetic Particle Swarm Optimization Algorithm based on Separability-Correlation Measure”, Test Engineering & Management magazine, Vol.82,Jan- Feb 2020,  pp: 1215-1223,   ISSN: 0193 – 4120.

http://www.testmagzine.biz/index.php/testmagzine/article/view/1068/968

12. E laxmi lydia, N.Sharmili, “Applicational Achievement of K-Means Algorithm among Apache Spark and Map Reduce”, Test Engineering & Management magazine, Vol.82,Jan- Feb 2020, pp: 1224-1231,   ISSN: 0193 – 4120.

           http://www.testmagzine.biz/index.php/testmagzine/article/view/1069/969

13. Dr. B. Prasad, Dr. Achyuth Sarkar, Dr. E.Laxmi Lydia, N. Sharmili, “Disruptive Technologies for Smart Healthcare Systems using Artificial Intelligence for Hospital Management System”, International Journal of Advanced Science and Technology (IJAST) Vol. 29, No. 9s, (2020), pp. 2684-2692, May, 2020, ISSN:2005-4238.

http://sersc.org/journals/index.php/ijast/article/view/15432

14. Sharmili Nukapeyi, Meghana Viyyapu,E.Laxmi Lydia, M. Ilayaraja, R. Pandi Selvam ,Irina V. Pustokhina, Denis A. Pustokhin, “Blockchain Based Healthcare System DApp”, International Journal of Advanced Science and Technology (IJAST) Vol. 29, No. 02, (2020), pp. 4647-4666, July, 2020, ISSN:2005-4238.

http://sersc.org/journals/index.php/ijast/article/view/28470

15. Pasam Prudhvi Kiran, E.Laxmi Lydia, N.Sharmili, Ravuri Daniel, Dr.A.Krishna Mohan, “Simple Forecasting Model for COVID-19 Cases in India - Multilevel Model Evaluation with R2, MSE, and MAE”, European Journal of Molecular & Clinical Medicine, Vol. 7, Issue 11, (2020), pp. 2164-2174, 2020, ISSN:2515-8260.

https://ejmcm.com/article_5781.html

16. Pasam Prudhvi Kiran, E.Laxmi Lydia, N.Sharmili, Ravuri Daniel, Dr.A.Krishna Mohan, “Case Based Reasoning for Tuberculosis Diagnosis”, European Journal of Molecular & Clinical Medicine, Vol. 7, Issue 11, (2020), pp. 2154-2163, 2020, ISSN:2515-8260.

https://ejmcm.com/pdf_5785_c97eb16c6455f31a9e6fb2e63a3e9a4b.html

17. Pasam Prudhvi Kiran, Ravuri Daniel, N. Sharmili, E.Laxmi Lydia, Dr. A. Krishna Mohan, “COVID-19 Lockdown Devastated Livelihood - Safe Back to Normality with Smart Jacket Prototype”, European Journal of Molecular & Clinical Medicine, Vol. 7, Issue 11, (2020), pp. 2130-2142, 2020, ISSN:2515-8260.

https://ejmcm.com/pdf_5784_d3d5e3e5804940d52eafd5338d648ceb.html

18. Pasam Prudhvi Kiran, E.Laxmi Lydia, N.Sharmili, Ravuri Daniel, Dr.A.Krishna Mohan, “Efficient and Short-Range Forecasting Model for COVID-19 Time Series Parameters - Daily Confirmed Cases, Deaths, Recoveries”, European Journal of Molecular & Clinical Medicine, Vol. 7, Issue 11, (2020), pp. 2143-2153, 2020, ISSN:2515-8260.

https://ejmcm.com/pdf_5783_22a3f9b9f458c2ce609cf46f106c07c3.html

19. Laxmi Lydia, E., Jose Moses Gummadi, Sharmili Nukapeyi, Sumalatha Lingamgunta, A. Krishna Mohan, and Ravuri Daniel., “Cloud-Based Smart Environment Using Internet of Things (IoT)”, In Computer Networks, Big Data and IoT: Proceedings of ICCBI 2020, pp. 217-225. Springer Singapore, 2021.

20. N. Sharmili, Saud Yonbawi, Sultan Alahmari, E. Laxmi Lydia et al, “Earthworm Optimization with Improved SqueezeNet Enabled Facial Expression Recognition Model”,  Computer Systems Science and Engineering, Vol. 46, no.2, (2023), pp. 2247--2262, 2023, ISSN: 0267-6192.

http://www.techscience.com/csse/v46n2/51661  (SCOPUS)

21. Vasumathi Devi Majety, N. Sharmili, Chinmaya Ranjan Pattanaik, E. Laxmi Lydia et al, “Ensemble of Handcrafted and Deep Learning Model for Histopathological Image Classification”,  Computers, Materials & Continua, Vol. 73, no.2, (2022), pp. 4393-4406, 2022, ISSN: 1546-2226. DOI = {10.32604/cmc.2022.031109}

http://www.techscience.com/cmc/v73n2/48440  (SCOPUS)

22. A. Arthi, N. Sharmili, Sara A. Althubiti, E. Laxmi Lydia et al, “Duck optimization with enhanced capsule network based citrus disease detection for sustainable crop management”,  Sustainable Energy Technologies and Assessments , Vol. 58, no.103355, (2023), pp. 1-8, 2023, ISSN: 2213-1388. DOI = {https://doi.org/10.1016/j.seta.2023.103355}

https://doi.org/10.1016/j.seta.2023.103355.

(https://www.sciencedirect.com/science/article/pii/S221313882300348X) (UGC Q2 Journal)

International Conferences -12 (presented)  -05 (accepted)

1. N.Sharmili, SeethaRamaiah P, “Embedded Vision for Retinal implant” International conference on Computational Vision and Robotics” ICCVR held at Bhubaneswar, Odissa, India, August 19-20, 2012.

2. N.Sharmili, SeethaRamaiah P, “Embedded Vision for Epi-retinal Prosthesis” International conference on. Reliability, Infocom Technologies and. Optimization (ICRITO 2013). (Trends and Future directions), AMITY SCHOOL OF ENGINEERING AND TECHNOLOGY, Noida, Uttarpradesh, India, January 29- 31 , 2013.

https://www.amity.edu/aiit/icrito2013/ICRITO'2013%20Sessions.pdf

3. N.Sharmili, SeethaRamaiah P, “Programmable Digital Vision processor for Retinal Prosthesis” IEEE International Conference on. Advanced Research in Engineering and Technology. ICARET – 2013, K L University, Vaddeswaram, Guntur District, AndhraPradesh, India, February 8- 9,  2013. 

http://toc.proceedings.com/23524webtoc.pdf

4. N.Sharmili, SeethaRamaiah P, “Microcontroller based Laboratory Prototype Model of Visual Implant Design to sense Vision and Generate Stimulus” is accepted in The 4th International Conference of Bionic Engineering (ICBE’13), Nanjing University of Aeronautics and Astronautics, Nanjing, China, August 13-16,  2013. 

 https://www.isbe-online.org/information/data/uploads/file/150913/14421548659143.pdf

5. Sharmili N, Rao VB, SeethaRamaiah P, “A prototype 1024 electrode embedded computer based Epiretinal Prosthesis System” IEEE International Conference on Signal Processing and Integrated Networks (SPIN), 2016  AMITY SCHOOL OF ENGINEERING AND TECHNOLOGY, Noida, Uttarpradesh, India, February 11-13, 2016. (pp. 337-341).  (SCOPUS)

https://ieeexplore.ieee.org/abstract/document/7566715

6. N.Sharmili, N.Swapna, “An IOT based Smart Object Picker using Android App” IEEE International Conference on. Communication and Signal Processing. ICCSP – 2017 ADHI PARASAKTHI ENGINEERING COLLEGE, Melmaruvathur, TamilNadu, India, April 6- 8, 2017.

7. N.Sharmili, N.Swapna, “Comparative Analysis of Image Processing Algorithms for Visual Prosthesis” IEEE International Conference on. Communication and Signal Processing. ICCSP – 2017 ADHI PARASAKTHI ENGINEERING COLLEGE, Melmaruvathur, TamilNadu, India, April 6- 8, 2017.

https://ieeexplore.ieee.org/document/8286551 (SCOPUS)

8. N.Sharmili, M.BhanuSridhar, K.Jyostsna, “FOOD TRACEABILITY IN SUPPLY CHAIN USING THE CONCEPT OF BLOCKCHAIN ” is accepted in the “3rd  International Conference on Latest Trends in Engineering and Management (ICLTEM-2021)”. It is going to be held on 26th & 27th February 2021 at Amanora Park Town, Amanora, Pune.

9. N.Sharmili, M.BhanuSridhar, K.Jyostsna, “FOOD TRACEABILITY IN SUPPLY CHAIN USING THE CONCEPT OF BLOCKCHAIN ” is accepted for presentation in the 2021 International Conference on Artificial Intelligence and Blockchain Technology (AIBT2021) to be held in Beijing, China during June 25-June 27, 2021.

10. Sharmili Nukapeyi, M. Bhanu Sridhar, "Implementation of mid-day meal scheme into limelight", IEEE International Conference on Computing, Communication and Power Technology, Raghu Institute of Technology , Visakhapatnam,Jan 7-8,2022.  (SCOPUS)

https://ieeexplore.ieee.org/abstract/document/9793405

11. B. Sridhar Mantravadi, D. Kandula and S. Nukapeyi, “Forecast of COVID-19 by Chest X-Ray Images using CNN Algorithm with Sequential and DenseNet Models” is presented for presentation in the 2022 International Conference on Breakthrough in Heuristics And Reciprocation of Advanced Technologies (BHARAT 2022) to be held in GITAM, Visakhapatnam, India, 2022, pp. 121-126, doi: 10.1109/BHARAT53139.2022.00035. (SCOPUS)

https://ieeexplore.ieee.org/document/9914912

12. N.Sharmili, K.Chandu, J.N.V.S.Harshitha ,B.Aishwarya and B.Kumari, “CATCH YOUR SESSION,TRACK YOUR PULSE E-HEALTH SERVICE USING BLOCKCHAIN ”, is presented for presentation in the 2023 International Conference on Information Technology (InCITe2023) to be held in Amity University, Noida,India during March 2-3, 2023. pp. 179-189. (In: Murthy, B.K., Reddy, B.V.R., Hasteer, N., Van Belle, JP. (eds) Decision Intelligence. InCITe 2023. Lecture Notes in Electrical Engineering, vol 1079. Springer, Singapore. https://doi.org/10.1007/978-981-99-5997-6_16)  (SCOPUS)

https://link.springer.com/chapter/10.1007/978-981-99-5997-6_16

13. N.Sharmili, Pedada Jyothi sri, Rebaka Mani Neeharika, Seera Priyankarao, K B Sri Harshini , “Bringing Smart Tele-healthcare straight to your door using Blockchain and IPFS”, 7th International Conference on Intelligent Computing and Control Systems  (IEEE ICICCS 2023 ) to be held in Madurai, India during May 17-19, 2023. (SCOPUS)

https://ieeexplore.ieee.org/document/10142446

14. Sharmili Nukapeyi, Rajeswari Bommala, R. Mani Neeharika, S. Priyanka Rao, K. B. S. Harshini, "'Milk chain with ML & Blockchain: Revolutionizing Transparency for Ensuring Milk Purity in Dairy Industry” is presented for presentation in the IEEE 10th International Conference on Communication and Signal Processing. ICCSP – 2024 ADHI PARASAKTHI ENGINEERING COLLEGE, Melmaruvathur, TamilNadu, India, April 12- 13, 2024.

https://ieeexplore.ieee.org/document/10543586.

15. S. Nukapeyi, R. Bommala, D. S. Kondreddy, C. Amalakanti, C. Ravi and T. A. Konuri, "Milk Chain with ML and Blockchain for Ensuring Milk Purity in Dairy Industry", is presented for presentation in the IEEE 2nd World Conference on Communication & Computing (WCONF), 12-14 July 2024. pp. 1-7.  doi: 10.1109/WCONF61366.2024.10692146.

https://ieeexplore.ieee.org/document/10692146 

National conferences – 07

1. 1. N.Sharmili, SeethaRamaiah P, “Image Processing and Interface for Retinal Implant in Bionic Eye”, “National conference on Mobile and Embedded technology”  MECON – 2011, AMITY SCHOOL OF ENGINEERING AND TECHNOLOGY, Noida, INDIA, March 10 – 11,2011.

   2. N.Sharmili, SeethaRamaiah P, “Image Processing on DSP for Retinal Implant in Bionic Eye”, “4th National Conference on VLSI, Embedded Systems, Signal Processing and Communication Technologies-2011”,AarupadaiVeedu Institute of Technology, Madras, INDIA, April 7– 8,2011.

   3. N.Sharmili, SeethaRamaiah P, “Microcontrollor Based Image Processing Module for Retinal implant”, Proceedings of the National Conference AIRES-2012, Andhra University, Visakhapatnam, Andhra Pradesh, India, June 29-30 , 2012.

   4. N.Sharmili, P.Padmaja, ―“Serial Communication in Intelligent systems‖, ―National conference on Mobile and Embedded technology‖ MECON – 2011, AMITY SCHOOL OF ENGINEERING AND TECHNOLOGY, Noida, INDIA, March 10 – 11,2011.

   5. N.Sharmili, P.Padmaja, ―“Serial Communication in Intelligent systems using SPI,I2C,CAN‖, ―4th National Conference on VLSI, Embedded Systems, Signal Processing and Communication Technologies-2011‖,AarupadaiVeedu Institute of Technology, Madras, INDIA, April 7– 8,2011.

   6. N.Sharmili, M.Ramana, ―“A Digital Watermarking scheme for copyright of images”, Proceedings of the National Conference NCIS-2011, Manipal centre for Information Science, Manipal University, Manipal, Karnataka State, India, April 29-30 , 2011.

   7. N.Sharmili, K.V.N.Deepthi, N.Bharathi, ―“Fault Tolerant Encryption Scheme for Satellite Images Using Modified AES Algorithm”, Proceedings of the National Conference NCIS- 2011, Manipal centre for Information Science, Manipal University, Manipal, Karnataka State, India, April 29-30 , 2011.