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ICSE 2020
Wed 24 June - Thu 16 July 2020
Fri 10 Jul 2020 16:23 - 16:29 at Baekje - A19-SEIS-Engineering an Inclusive Society Chair(s): Iftekhar Ahmed

Combined sewer overflows represent significant risks to human health as untreated water is discharged to the environment. Municipalities recently began collecting large amounts of water-related data and considering the adoption of deep learning solutions like recurrent neural network (RNN) for overflow prediction. In this paper, we develop a novel metamorphic relation to characterize RNN robustness in the presence of missing data. We show how this relation drives automated testing of three implementation variants: LSTM, GRU, and IndRNN thereby uncovering deficiencies and suggesting more robust solutions for overflow prediction.

Fri 10 Jul

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16:05 - 17:05
A19-SEIS-Engineering an Inclusive SocietySoftware Engineering in Society at Baekje
Chair(s): Iftekhar Ahmed University of California at Irvine, USA
16:05
12m
Research paper
Debugging Hiring: What Went Right and What Went Wrong in the Technical Interview ProcessSEIS
Software Engineering in Society
Mahnaz Behroozi NCSU, Shivani Shirolkar North Carolina State University, Titus Barik Microsoft, Chris Parnin North Carolina State University
Pre-print
16:17
6m
Short-paper
From RE Cares to SE Cares: Software Engineering for Social Good, One Venue at a TimeSEIS
Software Engineering in Society
Alex Dekhtyar Cal Poly, San Luis Obispo, Jane Hayes University of Kentucky, Jennifer Horkoff Chalmers and the University of Gothenburg, Gunter Mussbacher McGill University, Canada, Irit Hadar University of Haifa, Meira Levy Shenkar College of Engineering, Design, Art, Tingting Yu University of Kentucky, Jared Payne University of Kentucky, Barbara Paech University of Heidelberg, Germany, Kim Youngjoon J-CCEI, Jo Eunjung J-CCEI, Heo Seungbum J-CCEI, Kim Youngjoon J-CCEI, Kim Youngjoon J-CCEI, Kim Youngjoon J-CCEI
16:23
6m
Short-paper
Deep Learning for Smart Sewer Systems: Assessing Nonfunctional RequirementsSEIS
Software Engineering in Society
Hemanth Gudaparthi University of Cincinnati, Reese Johnson Metropolitan Sewer District of Greater Cincinnati, Harshitha Challa University of Cincinnati, Nan Niu University of Cincinnati
16:29
12m
Talk
Refactoring Community Smells in the Wild: The Practitioner’s Field ManualArtifact AvailableArtifact ReusableSEIS
Software Engineering in Society
Gemma Catolino Delft University of Technology, Fabio Palomba University of Salerno, Damian Andrew Tamburri TU/e, Alexander Serebrenik Eindhoven University of Technology, Filomena Ferrucci University of Salerno
16:41
6m
Short-paper
Building Trust in the UntrustableSEIS
Software Engineering in Society
Emilia Cioroaica Fraunhofer IESE, Barbora Buhnova Masaryk University, Thomas Kuhn , Daniel Schneider Fraunhofer IESE
Pre-print
16:47
6m
Short-paper
Developing Software for Motivating Individuals with Intellectual Disabilities to do Outdoor Physical ActivitySEIS
Software Engineering in Society
Juan C Torrado Norwegian University of Science and Technology, Ida Wold Norwegian University of Science and Technology, Letizia Jaccheri Norwegian University of Science and Technology, Susanna Pelagatti University of Pisa, Stefano Chessa University of Pisa, Javier Gomez Universidad Autónoma de Madrid, Gunnar Hartvigsen Arctic University of Norway, Henriette Michalsen Arctic University of Norway
16:53
12m
Talk
Designing Edutainment Software for Digital Skills Nurturing of Preschoolers. A Method Proposal.SEIS
Software Engineering in Society
Adriana-Mihaela Guran Department of Computer Science, Babes-Bolyai University, Grigoreta Sofia Cojocar Department of Computer Science, Babes-Bolyai University, Anamaria Moldovan Albinuta Kindergarten, Cluj-Napoca, Romania