Hemanth Gudaparthi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Convolutional Neural Networks

Sequence Diagrams

Top Venues

CAAI Trans. Intell. Technol.

Int. J. Multim. Data Eng. Manag.

Publications

Hemanth Gudaparthi, Nan Niu, Yilong Yang, Matthew Van Doren, Reese Johnson
Deep learning's fitness for purpose: A transformation problem frame's perspective. CAAI Trans. Intell. Technol. 8 (2) (2023)
Hemanth Gudaparthi, Nan Niu, Boyang Wang, Tanmay Bhowmik, Hui Liu, Jianzhang Zhang, Juha Savolainen, Glen Horton, Sean Crowe, Thomas Scherz, Lisa Haitz
Prompting Creative Requirements via Traceable and Adversarial Examples in Deep Learning. RE (2023)
Hemanth Gudaparthi, Prudhviraj Naidu, Nan Niu
Metamorphic Testing of Image Classification and Consistency Analysis Using Clustering. Int. J. Multim. Data Eng. Manag. 13 (1) (2022)
Hemanth Gudaparthi, Nan Niu, Boyang Wang, Juha Savolainen
Reliability of Convolutional Neural Networks: Failure Metrics with Metamorphic Test Cases. IRI (2021)
Prudhviraj Naidu, Hemanth Gudaparthi, Nan Niu
Metamorphic Testing for Convolutional Neural Networks: Relations over Image Classification. IRI (2021)
Hemanth Gudaparthi, Reese Johnson, Harshitha Challa, Nan Niu
Deep learning for smart sewer systems: assessing nonfunctional requirements. ICSE-SEIS (2020)