Mrs. R. Usha
Qualification : M.Tech., (Ph.D) (Saveetha University)
Designation : Asst. Professor
Email: [email protected]
Details of Educational Qualification:
| Course | Specialization | Branch | Institute / University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | CSE | CSE | Saveetha University | Pursuing |
| M.Tech. | CSE | CSE | Madanapalle Institute of Technology & Science, JNTUA Anathapur | 2013 |
| B.Tech. | CSE | CSE | Madanapalle Institute of Technology & Science, JNTUA Ananthapur | 2009 |
Research Areas:
- Image Processing and Machine Learning for Automated Plant Disease Detection in Precision Agriculture
Research Identifiers:
- Scopus : https://www.scopus.com/authid/detail.uri?authorId=58038839300
- Vidwan :
- Google scholar :
- h-Index (As per Scopus Data) : 3
Publication Details:
| S.No | Publication Affiliation | Academic Year | Author Position | Details of Research Publication | Indexing | Publication | Journal Quartile (Q1/Q2/Q3/Q4) |
|---|---|---|---|---|---|---|---|
| 1 | MITS | 2025-26 | 1 | Early Detection of Student Depression Using Deep Learning Algorithms 2025 Second International Conference on Networks and Soft Computing (ICNSoC) 12-14 June 2025, Doi :10.1109/ICCAMS65118.2025.11233910 | Scopus | Conference Proceedings | |
| 2 | MITS | 2025-26 | 2 | A Machine-Learning (ML)-Based Conventional Charge Management System Guiding Electric Cars (Evs) To Charging Stations, 11-12 July 2025, 22nd International Conference on New Frontiers in Communication, Automation, Management and Security (ICCAMS)10.1109/ICCAMS65118.2025.11233910 | Scopus | Conference Proceedings | |
| 3 | MITS | 2025-26 | 1 | Automated Detection of Tomato Leaf Diseases: A Comprehensive Review and Framework Development Using Machine Learning Techniques Fifth International Conference on Advances in Computer Engineering and… (ICACECS 2024), doi.org/10.1007/978-981-96-4410-0_36 | Scopus | Conference Proceedings | |
| 4 | MITS | 2025-26 | 1 | FungiDetect-Ensemble: A Novel Model for the Comprehensive Detection of Diseases in Tomato Leaves, 7th International Conference on Communications and Cyber Physical Engineering, doi.org/10.1007/978-981-95-0269-1_112 | Scopus | Conference Proceedings | |
| 5 | MITS | 2025-26 | 2 | Hybrid AI Framework for Detecting Deep-Fake Tweets on social media 4th International Conference on Information Technology, Civil Innovation, Science, and Management (ICITSM-25) DOI 10.4108/eai.28-4-2025.2357923 | Scopus | Conference Proceedings | |
| 6 | MITS | 2025-26 | 2 | Integrating Data into Machine Learning Models for Better Bankruptcy Prediction 4th International Conference on Information Technology, Civil Innovation, Science and Management (ICITSM-25), DOI 10.4108/eai.28-4-2025.2358019 | Scopus | Conference Proceedings | |
| 7 | MITS | 2025-26 | 1 | Automated Early Detection of Oral Cancer using CNN based Multimodal Analysis GrenzeID: 01.GIJET.11.2.362_22 | Scopus | Conference Proceedings | |
| 8 | MITS | 2025-26 | 4 | A Hybrid Transfer Learning Model for Predicting Chronic Kidney Disease Using DenseNet121 and InceptionV3 28-29 April 2025, DOI: 10.1109/ICKECS65700.2025.11036010 | Scopus | Conference Proceedings | |
| 9 | MITS | 2024-25 | 2 | Deep Learning Driven - Pest Classification and Sustainable Agriculture 2025 International Conference on Electronics and Renewable Systems (ICEARS), 11-13 February 2025, DOI: 10.1109/ICEARS64219.2025.10940311 | Scopus | Conference Proceedings | |
| 10 | MITS | 2024-25 | 2 | Factors Influencing Customers' Inclination to buy Green Products: An Indian Perspective DOI: 10.4018/979-8-3693-9954-5.ch009 ISBN-13 (Print): 979-8-3693-9954-5 ISBN-13 (Electronic): 979-8-3693-9956-9 | Scopus | Book Chapter | |
| 11 | MITS | 2023-24 | 1 | Integrating the Bigdata and Deep Learning Analysis Human Movement to Improve the Sports 2023 International Conference on New Frontiers in Communication, Automation Management and Security (ICCAMS), 27-28 October 2023 DOI: 10.1109/ICCAMS60113.2023.10525936 | Scopus | Conference Proceedings | |
| 12 | MITS | 2023-24 | 1 | Development of CNN Model to Avoid the Food Spoiling Level in 2023 3rd International Conference on Advancement in Electronics & Communication Engineering (AECE), 23-24 November 2023 DOI: 10.1109/AECE59614.2023.10428236 | Scopus | Conference Proceedings | |
| 13 | MITS | 2022-23 | 2 | “A Deep Learning-based Methodology for Predicting Monkey Pox from Skin Sores” in IEEE MysuruCon 2022 – 2nd edition of the Flagship International Conference Series of IEEE Mysuru Subsection in Association with IEEE Bangalore Section Hosted by JSS Science & Technology University, Bengaluru, 16th & 17th October 2022. DOI: 10.1109/MysuruCon55714.2022.9972746 | Scopus | Conference Proceedings |
Patents
| S.No | Affiliation | Academic Year | Application ID | Title of the Patent | Status |
|---|---|---|---|---|---|
| 1 | MITS | 2025-2026 | 482761-001 | IoT Based Robot for Library Management | Filed |
| 2 | MITS | 2025-2026 | 473973-001 | IoT -Enabled interactive Device for Emotion – Aware Personalized Learning Recommendations | Published |
| 3 | MITS | 2025-2026 | 202541092300 | DEEP LEARNING-DRIVEN DIAGNOSTIC TOOL FOR AUTOMATED DETECTION OF PULMONARY DISEASES FROM X-RAYS | Published |
| 4 | MITS | 2024-2025 | 20254100293 | Detection and Classification of Skin Cancer using Back Propagated Artificial Neural Networks | Published |
Awards/Achievements
- “Best Paper Award for the title Deep Learning-Based Emotion Recognition System with Depression Detection Capability” presented during the International Conference of Embracing the Digital Horizon: Pioneering Commerce and Management Strategies for a Transformative Future (EDH 2024), organized by Loyala College of Arts & Science, Mettala, Tamil Nadu during 13th – 14th March 2024.
- “Best Paper Award for the title Evaluating Ensemble Machine Learning Approaches for Accurate Flight Pricing Predictions” presented during the International Conference of Embracing the Digital Horizon: Pioneering Commerce and Management Strategies for a Transformative Future (EDH 2024), organized by Loyala College of Arts & Science, Mettala, Tamil Nadu during 13th – 14th March 2024.
- Recognized as NPTEL Discipline Star July – Dec 2025
- Recognized as NPTEL Discipline Star July – Dec 2023