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Avadhani Bindu

Assistant Professor (OC), TIFAC-CORE in Cyber Security, School of Engineering - Coimbatore

Qualification: M.Tech (Computer Science and Engineering), B.Tech(Computer Science and Engineering)
a_bindu@cb.amrita.edu
ORCID ID
Google Scholar Profile
Scopus Author ID
Research Interest: Deep Learning, Machine Learning, Medical image processing, Explainable AI, and Optimization
Nature of Association: Contract

Bio Publications Education Experience
Bio

Bindu Avadhani is currently serving as an Assistant Professor (OC) in the TIFAC-CORE in Cyber Security, Amrita School of Engineering, Coimbatore. She is concurrently pursuing her Ph.D. in Computer Science and Engineering at the Amrita School of Computing, Amrita Vishwa Vidyapeetham. With a strong foundation in computer science, her research interests include explainable AI, medical image analysis, deep learning, and cyber security. She is passionate about integrating research with teaching and actively contributes to both academic instruction and interdisciplinary research initiatives.

Publications

Conference Paper

Year : 2024

Explainable AI for Glaucoma Detection: Integrating Alternet-k and LIME

Cite this Research Publication : S Sri Kailaash Kumar, K S Harshni Sri, Avadhani Bindu, Senthil Kumar Thangavel, K Somasundaram, Sathyan Parthasaradhi, M C Shunmugapriya, Selvanayaki Kolandapalayam Shanmugam, Explainable AI for Glaucoma Detection: Integrating Alternet-k and LIME, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724218

Publisher : IEEE

Year : 2024

Beyond the Black Box: Explainable AI for Glaucoma Detection and Future Improvements

Cite this Research Publication : Avadhani Bindu, Senthil Kumar Thangavel, K Somasundaram, Sathyan Parthasaradhi, Ram Gopal Pulgurthi, Meenakshi Y Dhar, Beyond the Black Box: Explainable AI for Glaucoma Detection and Future Improvements, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725963

Publisher : IEEE

Year : 2024

An Automated Glaucoma Detection using DenseNet for ANSAN

Cite this Research Publication : K S Harshni Sri, S Sri Kailaash Kumar, Avadhani Bindu, Senthil Kumar Thangavel, K Somasundaram, Sathyan Parthasaradhi, Selvanayaki Kolandapalayam Shanmugam, An Automated Glaucoma Detection using DenseNet for ANSAN, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725162

Publisher : IEEE

Year : 2024

An Investigational Study on Face Recognitionbased Attendance Tracking System for Educational Institutions

Cite this Research Publication : Srivaishnavi J V, Adwaita Sathrukkan, Avadhani Bindu, Raghul S, T Senthil Kumar, G Jeyakumar, An Investigational Study on Face Recognitionbased Attendance Tracking System for Educational Institutions, 2024 International Conference on Inventive Computation Technologies (ICICT), IEEE, 2024, https://doi.org/10.1109/icict60155.2024.10544419

Publisher : IEEE

Year : 2024

ANSAN: Utilizing Inception V3 for Glaucoma Detection

Cite this Research Publication : K R Hanish, G Sukantha Velan, Avadhani Bindu, Senthil Kumar Thangavel, K Somasundaram, Sathyan Parthasaradhi, Selvanayaki Kolandapalayam Shanmugam, ANSAN: Utilizing Inception V3 for Glaucoma Detection, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724771

Publisher : IEEE

Year : 2024

ANSAN: Data Interpretability based analysis of Deep Learning Model

Cite this Research Publication : S Harish, K Karthie Krishna, Avadhani Bindu, Senthil Kumar Thangavel, K Somasundaram, Sathyan Parthasaradhi, Selvanayaki Kolandapalayam Shanmugam, ANSAN: Data Interpretability based analysis of Deep Learning Model, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10726143

Publisher : IEEE

Year : 2024

Aatma Yoga: Automation of Yoga Pose Recognition and Recommendation using Deep Learning

Cite this Research Publication : Vijaya Raghava Duppala, Harika Yadav Marepalli, Kirti Jain S, Koduru Anusha, Senthil Kumar Thangavel, B Senthil Kumar, Avadhani Bindu, Latha Satish, Jeeva Sekar, Aatma Yoga: Automation of Yoga Pose Recognition and Recommendation using Deep Learning, 2024 International Conference on Inventive Computation Technologies (ICICT), IEEE, 2024, https://doi.org/10.1109/icict60155.2024.10544761

Publisher : IEEE

Year : 2024

Early Glaucoma Detection through ANSAN-Infused Retinal Vessel Segmentation

Cite this Research Publication : Keerthivasan E,Senthil Kumar Thangavel, Madhusudana Rao Nalluri, Somasundaram K, Sathyan Parthasaradhi, Meenakshi Y Dhar, Early Glaucoma Detection through ANSAN-Infused Retinal Vessel Segmentation, 2024 International Conference on Inventive Computation Technologies (ICICT), 2024.

Publisher : IEEE

Year : 2021

The Mechanism of Generating the Automated Java Unit Test Cases by Achieving Maximum Code Coverage

Cite this Research Publication : Bindu Avadhani, Saumya Ranjan Giri, Venkateswara Rao Pulipati, The Mechanism of Generating the Automated Java Unit Test Cases by Achieving Maximum Code Coverage, Learning and Analytics in Intelligent Systems, Springer Singapore, 2021, https://doi.org/10.1007/978-981-15-9293-5_4

Publisher : Springer Singapore

Journal Article

Year : 2022

Clustering-based Factorization Machines for Advertisement Click prediction

Cite this Research Publication : Joel Raphael, Nalluri Madhusudana Rao, Avadhani Bindu, Xiao-Zhi Gao, Clustering-based Factorization Machines for Advertisement Click prediction, Procedia Computer Science, Elsevier BV, 2022, https://doi.org/10.1016/j.procs.2022.12.057

Publisher : Elsevier BV

Year : 2019

Automatic JUnit Generation and Quality Assessment using Concolic and Mutation Testing

Cite this Research Publication : Avadhani Bindu, Saumya Ranjan Giri, P. Venkateswara Rao, "Automatic JUnit Generation and Quality Assessment using Concolic and Mutation Testing," International Journal of Innovative Technology and Exploring Engineering, Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP, 2019, https://doi.org/10.35940/ijitee.j9602.0881019

Publisher : Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP

Education
Degree Institution Duration
Ph.D. in Computer Science and Engineering Amrita School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore Jul 2021 – Present
M.Tech in Computer Science & Engineering VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad Sep 2017 – Jun 2020
B.Tech in Computer Science & Engineering SSJ Engineering College, affiliated to JNTUH, Hyderabad Jul 2011 – May 2015
Experience
Position Institution/ Organization Duration Location Description
Assistant Professor VNR Vignana Jyothi Institute of Engineering and Technology Mar 2021 – Aug 2021 Hyderabad, Telangana, India Teaching undergraduate and postgraduate students.
Assistant Professor Bharat Institute of Engineering & Technology (BIET) Aug 2020 – Mar 2021 Hyderabad, Telangana, India Delivered courses in computer science and engineering.
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