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Reese Johnson
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Functional Requirements
Public Sector
Deep Learning
Weakly Supervised
Top Venues
CAAI Trans. Intell. Technol.
ESEC/SIGSOFT FSE
ICSE-SEIS
REFSQ Workshops
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Publications
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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)
Aurek Chattopadhyay
,
Matthew Van Doren
,
Reese Johnson
,
Nan Niu
On the Role of Data Engineering Decisions in AI-Based Applications.
REFSQ Workshops
(2022)
Nicholas Maltbie
,
Nan Niu
,
Matthew Van Doren
,
Reese Johnson
XAI tools in the public sector: a case study on predicting combined sewer overflows.
ESEC/SIGSOFT FSE
(2021)
Harshitha Challa
,
Nan Niu
,
Reese Johnson
Faulty Requirements Made Valuable: On the Role of Data Quality in Deep Learning.
AIRE@RE
(2020)
Hemanth Gudaparthi
,
Reese Johnson
,
Harshitha Challa
,
Nan Niu
Deep learning for smart sewer systems: assessing nonfunctional requirements.
ICSE-SEIS
(2020)