Hemanth Gudaparthi

According to our database, Hemanth Gudaparthi authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Deep learning's fitness for purpose: A transformation problem frame's perspective.

Hemanth Gudaparthi, Nan Niu, Yilong Yang, Matthew Van Doren, Reese Johnson

CAAI Trans. Intell. Technol., June, 2023

Prompting Creative Requirements via Traceable and Adversarial Examples in Deep Learning.

Hemanth Gudaparthi, Nan Niu, Boyang Wang, Tanmay Bhowmik, Hui Liu, Jianzhang Zhang, Juha Savolainen, Glen Horton, Sean Crowe, Thomas Scherz, Lisa Haitz

Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023

2022

Metamorphic Testing of Image Classification and Consistency Analysis Using Clustering.

Hemanth Gudaparthi, Prudhviraj Naidu, Nan Niu

Int. J. Multim. Data Eng. Manag., 2022

2021

Metamorphic Testing for Convolutional Neural Networks: Relations over Image Classification.

Prudhviraj Naidu, Hemanth Gudaparthi, Nan Niu

Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

Reliability of Convolutional Neural Networks: Failure Metrics with Metamorphic Test Cases.

Hemanth Gudaparthi, Nan Niu, Boyang Wang, Juha Savolainen

Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

2020

Deep learning for smart sewer systems: assessing nonfunctional requirements.

Hemanth Gudaparthi, Reese Johnson, Harshitha Challa, Nan Niu

Proceedings of the ICSE-SEIS '20: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering in Society, Seoul, South Korea, 27 June, 2020