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Anupama Namburu

Dr. Anupama Namburu
Anupama Namburu
Associate Professor
Centre/School/Special Centre
School of Engineering
Room No
16, VIKAS Building, JNU
Email
anupamanamburu[at]mail[dot]jnu[dot]ac[dot]in, anupamanamburu[at]jnu[dot]ac[dot]in
Personal Webpage
https://jnu.ac.in
Qualifications

Ph.D.  - Jawaharlal Nehru Technical University, Kakinada, India

M.Tech.  - Andhra Univeristy, Visakhapatnam, India.

B.Tech.- Vignan College of Engineering, JNTUH , India.

Areas of Interest/Specialization

Digital Image processing, Supervised and Unsupervised Learning in images, Machine learning, Deep learning, Pattern recognition, Fuzzy set theory.

Experience

Teaching Experience:

August 2023 to till date : Associate Professor- Jawaharlal Nehru University, New Delhi.

May 2018 to August 2023: Associate Professor-VIT, Amaravati

September 2009 to April 2017: Assistant Professor- Acharya Nagarjuna University.

Industry Experience:

July 2006 to September 2009: Senior Software Engineer- Wipro Technologies, Hyderabad.

August 2008 to September 2009: Onsite Senior Software Engineer- Ericsson, United Kingdom.

Administrative Experience:

August 2020 to August 2023- Board of Management Member, VIT, Amaravati.

August 2020 to August 2023- Deputy Director Student Welfare, VIT, Amaravati.

May 2019 to August 2020- Program Chair, B.Tech CSE, Robotics, VIT, Amaravati.

May 2018 to August 2020-University Website Coordinator, VIT, Amaravati

April 2013 to April 2018- Placement coordinator, Acharya Nagarjuna University.

April 2013 to March 2018- Member, Board of Studies, Acharya Nagarjuna University.

2009-2018- In-charge of CSE department, Acharya Nagarjuna University.

 

 
Awards & Honours

  1. Qualified GATE in February, 2003.

  2. Feather in my cap award –Wipro Technologies, 2009.

  3. Overall faculty champion award-ANU university day, 2013.

  4. Qualified APSET in September, 2016. 

  5. 2nd Best Research paper award for the year ANU Foundation day, 2017 .

  6. Best Technical Club Award- VIT-AP university Day, 2019 .

  7. Best academician award of the year Female- GISR foundations, 2020.

  8. Above and beyond Award-VIT-AP Annual Day, 2021.

  9. Indo-Asia award in digital image processing- RedTalks, 2022.

International Collaboration/Consultancy

-

Best Peer Reviewed Publications

  1. Namburu, A., kumar Samay, S., & Edara, S. R. (2017). Soft fuzzy rough set-based MR brain image segmentation. Applied Soft Computing, 54, 456-466.  (SCI, IF: 7.2). 
  2. Namburu, A., Samayamantula, S. K., & Edara, S. R. (2017). Generalised rough intuitionistic fuzzy c‐means for magnetic resonance brain image segmentation. IET Image Processing, 11(9), 777-785.(SCI, IF: 2)
  3. Namburu, A., Srinivas Kumar, S., & Srinivasa Reddy, E. (2022). Review of set theoretic approaches to magnetic resonance brain image segmentation. IETE Journal of Research, 68(1), 350-367. (SCOPUS)
  4. Tripathy, J. K., Sethuraman, S. C., Cruz, M. V., Namburu, A., Mangalraj, P., & Vijayakumar, V. (2021). Comprehensive analysis of embeddings and pre-training in NLP. Computer Science Review, 42, 100433. (SCI, IF:13.5)
  5. Namburu, A., Selvaraj, P., & Varsha, M. (2022). Product pricing solutions using hybrid machine learning algorithm. Innovations in Systems and Software Engineering, 1-12. (SCI, IF:1.1)
  6. Namburu, A., Surendran, A., Balaji, S. V., Mohan, S., & Iwendi, C. (2022). DocCompare: An Approach to Prevent the Problem of Character Injection in Document Similarity Algorithm. Mathematics, 10(22), 4256.
  7. Gargi, M., & Namburu, A. (2022). Severity detection of diabetic retinopathy—a review. International Journal of Image and Graphics, 2340007.
  8. Namburu, A., Mohan, S., Chakkaravarthy, S., & Selvaraj, P. (2023). Skin Cancer Segmentation Based on Triangular Intuitionistic Fuzzy Sets. SN Computer Science, 4(3), (SCOPUS, IF:3.78)
  9. Jupalli, T. K., & Namburu, A. (2023, September). Prediction of Students' Academic Success Based on Their Emotions and Involvement in Online Class. In International Symposium on Applied Computing for Software and Smart Systems (pp. 47-66). Singapore: Springer Nature Singapore.
  10. Nagabotu, V., & Namburu, A. (2023). Precise segmentation of fetal head in ultrasound images using improved U‐Net model. ETRI Journal. (SCI, IF:1.1.6)
  11. Kolipaka, V. R. R., & Namburu, A. (2023). Hybrid Classification Model with Tuned Weights for Crop Yield Prediction. Wireless Personal Communications, 133(2), 1325-1347. (SCI, IF:1.67)
  12. Namburu, A., Satish, A. R., Veeramachaneni, B. T., Edupuganti, S., & Harshith, K. V. N. D. S. (2023). Embedded and computational intelligence for diabetic healthcare: An overview. Smart Embedded Systems, 54-69.
Recent Peer Reviewed Journals/Books

  1. Gargi, M., & Namburu, A. (2024). An Intelligent Optimized Deep Network for Retinopathy Diabetes Segmentation. Wireless Personal Communications, 135(3), 1885-1907. (SCI, IF:1.67)
  2. Kolipaka, V. R. R., & Namburu, A. (2024). An automatic crop yield prediction framework designed with two-stage classifiers: a meta-heuristic approach. Multimedia Tools and Applications, 83(10), 28969-28992. (SCI, IF:3)
  3. Madala, G., & Namburu, A. (2024). A Meta-Learning Approach for Diabetic Retinopathy Severity Grading. Traitement du Signal, 41(3). (SCI, IF:2.6). 
  4. Mohammed, Q. H., & Namburu, A. (2024). Hybrid Model And Framework For Predicting Air Pollutants In Smart Cities. Journal of Engineering and Sustainable Development, 28(3), 392-406.
  5. Nagabotu, V., & Namburu, A. (2024). Stack Ensemble Algorithm for Cardiotocography Based Foetal Health Risk Classification. Revue d'Intelligence Artificielle, 38(1). (SCOPUS)
  6. Challagundla, Y., Chintalapati, L. R., Tunuguntla, T. S. C., Namburu, A., Reddy, S., & Ramesh, J. V. N. (2024). Integrating Intellectual Consciousness AI based on Ensemble Machine Learning for Price Negotiation in E-commerce using Text and Voice-Based Chatbot. EAI Endorsed Transactions on Internet of Things, 10.
  7. Kolipaka, V. R. R., & Namburu, A. (2024). An automatic crop yield prediction framework designed with two-stage classifiers: a meta-heuristic approach. Multimedia Tools and Applications, 83(10), 28969-28992. (SCI,IF:3).

Patents (if any)

Patents Published:

"Flexible Plug in-Plug Out Single Pole Single Throw Switch", Dr. Aravapalli Rama Satish, Dr. Anupama Namburu, Dr. BKSP Kumar Raju,Dr. Prabha SelvaRaj, Dr. D Naga Raju,Mr. Gowtham D- ID 202341062426

"Portable Umbrella with Tissue Dispenser and Sanitizer",Dr. Anupama Namburu,Dr. Prabha SelvaRaj,Dr. BKSP Kumar Raju-202141055125

"An approach to prevent the problem of character injection in document similarity algorithms based on k-grams", Dr. Anupama Namburu, Mr. Akhil Surendran,Mr. S Vijay Balaji- Published-Application ID:202141026742

"Dynamic Smart Alarm Based On Quality of Sleep (QOS)", Dr. BKSP Kumar Raju Alluri,Prabha Selvaraj,N. Anupama,D. Sumathi Dr. Aravapalli Rama Satish-Published-Application ID:202141026728

"Multipurpose Smart Bottle with Temperature Reduction Indicator and Reminder", Dr.Prabha Selvaraj,Dr. BKSP Kumar Raju Alluri,N. Anupama,Mr. Venkata Siva Prasad Kakumani, Dr. Aravapalli Rama Satish,D. Sumathi-published-Application ID:202141037211