PhD Thesis
Shivang Agarwal, Effective Learning Models for Pattern Mining Applications, Thesis submitted towards Doctor of Philosophy (PhD) at Indian Institute of Technology, (BHU), Varanasi, India. April 2021.
Journals
Shivang Agarwal, C. Ravindranath Chowdary. A-Stacking and A-Bagging: Adaptive versions of ensemble learning algorithms for spoof fingerprint detection. Expert Syst. Appl. 146: 113160 (2020).
Shivang Agarwal, Ajita Rattani, C. Ravindranath Chowdary. A comparative study on handcrafted features v/s deep features for open-set fingerprint liveness detection. Pattern Recognit. Lett. 147: 34-40 (2021).
Shivang Agarwal, C. Ravindranath Chowdary. Combating hate speech using an adaptive ensemble learning model with a case study on COVID-19. Expert Syst. Appl. 185: 115632 (2021).
Shivang Agarwal, Ajita Rattani, C. Ravindranath Chowdary. A-iLearn: An adaptive incremental learning model for spoof fingerprint detection. Machine Learning with Applications 7, 100210.
Shivang Agarwal, Ankur Sonawane, and C. Ravindranath Chowdary, “Accelerating Automatic Hate Speech Detection using Parallelized Ensemble Learning Models." Expert Systems with Applications, 2023
Muskan Dosi, Chiranjeev, Shivang Agarwal ,et.al, “Seg-DGDNet:Segmentation based Disguise Guided Dropout Network for Low Resolution Face Verification", IEEE Journal of Selected Topics in Signal Processing, 2023
Shivang Agarwal et. al., "D-LORD: DYSL-AI Database for Low-Resolution Disguised Face Recognition", IEEE Transactions on Biometrics, Behavior, and Identity Science, 2023.
Conference
Misaal Khan, Shivang Agarwal, Mayank Vatsa, Richa Singh, and Kuldeep Singh,“NutriAI:AI-Powered Child Malnutrition Assessment in Low-Resource Environments", IJCAI 2023.
Patents
"System and Method for Disguised Face Recognition."
Unpublished Manuscripts
Shivang Agarwal, C. Ravindranath Chowdary, Vivek Sourabh. EaZy Learning: An Adaptive Variant of Ensemble Learning for Fingerprint Liveness Detection. CoRR abs/2103.02207 (2021).
Shashank Yadav, Tejas Shimpi, C. Ravindranath Chowdary, Prashant Sharma, Deepansh Agrawal, Shivang Agarwal. Structuring an unordered text document. CoRR abs/1901.10133 (2019).