Faculty

Core Research Domains:

• Software Engineering
• Object Oriented Software Engineering
• Artificial Intelligence and Machine Learning
• Data Mining
• Object Oriented Metrics

Research Focus:

• Ph.D Degree Awarded on :”An Empirical Analysis of Metrics for Object Oriented Design Complexity

Journals and Conferences:

• M.V.Vijaya Saradhi    “Network Intrusion Detection based One-Dimensional CNN with Chimp Optimization Algorithm, Journal of Theoretical and Applied Information Technology ( JATIT), 31st May 2023, Vol.101, pg. 3739-3748,  Elsevier, Scopus

• M.V.Vijaya Saradhi    , “Hybrid Optimization based Feature Selection with DenseNet Model for Heart Disease Prediction, International Journal of Electrical and Electronics Research (IJEER), Volume 11, Issue 2 | Pages 253-261 , 2023, DOI: https://doi.org/10.37391/IJEER.110203

• M.V.Vijaya Saradhi   , “Tom and Jerry Based Multi-path Routing with Optimal K-medoids for choosing Best Cluster head in MANET”, International Journal of Communication Networks and Information Security (IJCNIS), Vol. 15, No. 1, April 2023, DOI: https://doi.org/10.17762/ijcnis.v15i1.5707

• M.V.Vijaya Saradhi  , “Prediction of Alzheimer’s Disease using LeNet-CNN Model with Optimal Adaptive Bilateral Filtering”, International Journal of Communication Networks and Information Security (IJCNIS), Vol. 15, No. 1, April 2023, DOI: https://doi.org/10.17762/ijcnis.v15i1.5706

• M.V.Vijaya Saradhi , “Design of M3FCM based Convolutional Neural Network for Prediction of Wheat Disease”, International Journal of Intelligent Systems And Applications In Engineering, http://www.ijisae.org/, IJISAE, 2023, 11(2s), 203–210, VOL. 11 NO. 2S (2023)

• M.V.Vijaya Saradhi  , “Likert-Rating Consensus for SRS Documentation”, Helix Published: Oct 30, 2021, Vol. 11 No. 5 (2021): Volume No 11 Issue No 05, Publisher BioAxis Research Centre (P) Ltd.DOI: https://doi.org/10.29042/2021-11-5-1-10

• M.V.Vijaya Saradhi  , “Development of Deep Learning based Intelligent Approach for Credit Card Fraud Detection”, International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC), DOI:  https://doi.org/10.17762/ijritcc.v10i12.5894, Pg: 133-139, ISSN: 321-8169 Volume: 10 Issue: 12

• M.V.Vijaya Saradhi  ,” MLSCD – Stress Detection Analysis model using Stress Symptoms”, TEST Engineering & Management ovember-December 2019, Page No. 2655- 2665

• M.V.Vijaya Saradhi  , “Work-Life Balance Analysis Score Model”, International Journal of Engineering and Advanced Technology (IJEAT), Volume-9 Issue-2, December, 2019, Pg. 4552-4558, DOI: 10.35940/ijeat.B5105.129219

• M.V.Vijaya Saradhi  , “Comprehensive Project Management Framework using Machine Learning”, International Journal of Recent Technology and Engineering (IJRTE) ,Volume-8, Issue-2S3, July 2019, Pg. 1373-1377, DOI : 10.35940/ijrte.B1256.0782S319

• M.V.Vijaya Saradhi  , “Predictive Analytics for Obstructive Sleep Apnea Detection”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-8, Issue- 9S2, July 2019

Book Contribution:

• Author  for Text book “  Enhancing Explain ability in AI-Driven Healthcare Decision Support Systems : A Domain- Specific and Stakeholder-Centric Approach”
• Author  for Text book “Cyber security Law in the Cloud : A Survey of Data Protection Practices and Challenges in Cloud Computing”
• Author  for Text book “Identifying Tremor Disease in Neurological  Disorders using Finger Gesture Images”
• Author  for Text book Cyber security Challenges in the Metaverse: An Exploration
• Contribution for text book “A Generative AI Novel Drug Discovery Avenues” authored one Chapter
• Author  for Text book “Introduction to AI and IoT in Earth Sciences authored one Chapter”
• Author  for Text book “Future Directions of AI in Rare and Infectious Diseases” authored one Chapter

Patents:

• Smart Food Storage System, Patent  No: 372056, 26/04/2019
• Intelligent Control System for Vehicles, Patent No: 401305, 07/06/2019
• System And Computer Implemented Methods For Analyzing Features To Generate Sleep Disorder Insights,  29/11/2019
• Internet Of Things Based Real Time Attendance System By Using Facial Recognition Technology, 04/02/2022
• Iot,  Cloud Computing Based Automatic Bed Tracking System In Hospitals Using Ml Algorithms, 18/02/2022
• Artificial Intelligence and  IoT based Automatic rainfall detection and alert system at early stages using rainfall threshold, WSN, Cloud and Machine learning algorithms, 30/12/2022
• Artificial Intelligence Protection Measures against Artificial  Intelligence Attacks, 18-082023
• A rain Water Harvesting System with Downspout Diverter, 08-09-2023
• Autonomous Delivery Robot and Method Thereof, 08-09-2023
• A Computer Implemented System and Method for Evaluating Websites based on  User opinions and  Sentiments, 27-10-2023
• Face Detection and Identification in Networked Videos Surveillance Systems using Adaptive Learning Algorithm, , 22-12-2023
• Data Driven Crime Analysis  using Optimized K-Means Clustering, 23-02-2024
• Security Encryption using AES Visual Cryptography, 21-06-2024

Certified Courses: 

• AICTE Approved Minor Course QT-1 (Quantum Technologies & Applications, Feb 28th to 22nd March, 2025
• AICTE Approved Minor Course QT-2 (Foundations of Quantum Technologies ), April 11th to 3rd May,2025
• AICTE Approved Minor Course QT-3 (Basic Quantum Programming ), May 16th to 7th June, 2025
• AICTE Approved Minor Course QT-5 (Quantum Computing ), July 11 to Aug 2, 2025
• AICTE Approved Minor Course QT-6 (Quantum Communication), Aug 18 to Sep 11, 2025