Ms. J. Deepika

Ms. J. Deepika, M.E., (Ph.D.)

Designation: Assistant Professor / IT

Experience: Teaching – 13 years

Specialization: Machine Learning, Networks

Official Mail ID: deepika@sonatech.ac.in

Journal Publication Conference Publication Book Publication Research Projects Patent Membership Research IDs Awards & Recognitions

Journal Publication

  • J. Deepika, P. Selvaraju, Mahesh Kumar Thota, et al., “Efficient classification of kidney disease detection using Heterogeneous Modified Artificial Neural Network and Fruit Fly Optimization Algorithm”, Volume 31, Issue 3, August 2023.
  • J. Deepika, Dr. J. Akilandeswari, “An Integrated Terrestrial-Satellite Cellular 5G Network Routing Protocol Using Reinforcement Learning Techniques”, Springer LNNS, Volume 383, 2022.
  • J. Deepika, Dr. J. Akilandeswari, “A Convolutional Neural Network Incorporated Long Short-Term Memory with Autoencoder for Covid-19 Intensity Levels Detection”, Springer LNNS, Volume 475, 2022.
  • Jainendra Singh, J. Deepika, et al., “Energy-Efficient Clustering and Routing Algorithm Using Hybrid Fuzzy with Grey Wolf Optimization in Wireless Sensor Networks”, Security and Communication Networks, 2022.
  • J. Deepika, J. Gokulraj, et al., “Enhanced Technique on Augmented Reality and Virtual Reality with Brain computer interface in Education”, International Journal of Advanced Science and Technology, Volume 29, Issue 7, 2020.
  • J. Deepika, “Improved Clustering with Optimization and Intelligent Path Selection”, International Journal of Innovative Technology and Exploring Engineering, February 2020.
  • J. Deepika, J. Gokulraj, “Internet of Things Device Enabled Smart Home Integrated Architecture with Security Services”, Turkish Journal of Computer and Mathematics Education, April 2021.
  • J. Deepika, Gokula Dharshini S, et al., “Machine Learning based Sentiment Analysis for Twitter Social Networking Service”, Indian Journal of Natural Sciences, December 2021.
  • J. Deepika, et al., “Covid-19 Prediction using Machine learning”, International Journal of Research Publication and Reviews, April 2021.
  • J. Deepika, Hariharan S, et al., “Facial Expression Recognition Using Convolutional Neural Networks”, International Journal of Research Publication and Reviews, April 2021.
  • J. Deepika, Nivedha Sri A P, et al., “Software Performance Analysis through Resource Provisioning in Cloud Computing”, Elsevier’s SSRN eLibrary, May 2018.
  • K. Loga priyadarshini, J. Deepika, “Resource Minimization using Smart Cloud-Based Optimization Workload System in Dynamic Network”, Volume 4 Issue 9, October 2017.
  • J. Deepika, R. Shanmathi, ”Prediction and Load Balanced Clustering for Mobile Data Gathering in Wireless Sensor Network Lifetime Extension”, Volume 4 Issue 1, January 2016.
  • J. Deepika, N. Kanagaraj, ”Authentication and Access control Scheme for Attribute Based signature in Cloud Storage”, Volume 14 Issue 1, April 2015.
  • J. Deepika, ”Meshchord based Peer To Peer Resource Sharing in Wireless Mesh Network”, Volume 2 Issue 3, March 2014.

Conference Publication

  • J. Deepika, Dr. J. Akilandeswari, “Autonomous Vehicle Driver Assistance System for Road Signs and Lane Detection Based on Deep Neural Networks Framework”, ICDCECE 2024, IEEE Explore, June 2024.
  • J. Deepika, Dr. J. Akilandeswari, et al., “An Intelligent HealthCare System Using Blockchain Techniques”, ICECA 2023, IEEE Explore.
  • J. Deepika, Dr. J. Akilandeswari, “Fall Detection Technique for Older Individuals based on Deep Layered Neural Networks embedded with Transfer Learning”, ICSSIT 2023, IEEE, March 2023.
  • J. Deepika, Dr. J. Akilandeswari, J. Gokulraj, “Vehicular Communication Systems in Internet of Vehicles based on Machine Learning with Enhanced Security”, ICCES 2022, IEEE, July 2022.
  • J. Deepika, Dr. J. Akilandeswari, “An Integrated Terrestrial-Satellite Cellular 5G Network Routing Protocol Using Reinforcement Learning Techniques”, ICICCT 2022, May 2022.
  • J. Deepika, Dr. J. Akilandeswari, “A Convolutional Neural Network Incorporated Long Short-Term Memory with Autoencoder for Covid-19 Intensity Levels Detection”, ICPCSN 2022.
  • J. Deepika, J. Gokulraj, “Home automation system using internet of things embedded with security services”, International Virtual Conference ASTMLS 2020.
  • J. Deepika, J. Gokulraj, “Internet of Things Enabled Smart Shopping Assistance”, International Virtual Conference ASTMLS 2020.
  • J. Deepika, et al., “A Review on Augmented Reality and Virtual Reality with Brain computer interface in Teaching”, National Conference, Feb 2020.
  • J. Deepika, et al., “E-mail spam detection”, 2nd National Conference, March 2018.
  • J. Deepika, “New Age Attendance System”, IEI National Conference Industry 4.0, Sept 2017.
  • J. Deepika, R. Shanmathi, “Load Balanced Clustering for Mobile Data Gathering using Elliptic curve cryptography in Wireless Sensor Network”, 30th IEI National Convention, Feb 2016.

Book Publication

  • J. Deepika, “Quantum Artificial Intelligence”, SIP Press, 2024.

Research Projects (funded projects)

  • SEED Scheme: J. Deepika, Dr. J. Akilandeswari, “Paralympic Prosphere”.

Patent

  • A Framework for Forecasting Stock Price (2022).

Membership

  • IEI
  • ISTE
  • ACCS
  • ACM

Research IDs

Awards & Recognitions

  • NPTEL Discipline Star: Computer Science and Engineering Domain, 2021.
  • Effective Faculty Coordinator Award: Speakers Forum.
  • Best Faculty Mentor: NPTEL.
  • NPTEL Topper.