WAIN'21
Sun 30 - Mon 31 May 2021
co-located with ICSE 2021

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Sun 30 May

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

13:00 - 13:15
Opening SessionWAIN'21 at WAIN Room
Chair(s): Jan Bosch Chalmers University of Technology, Ivica Crnkovic Chalmers University of Technology, Helena Holmström Olsson Malmö University, Lucy Ellen Lwakatare University of Helsinki, Finland
13:00
15m
Talk
Opening session
WAIN'21
Ivica Crnkovic Chalmers University of Technology, Jan Bosch Chalmers University of Technology, Helena Holmström Olsson Malmö University, Lucy Ellen Lwakatare University of Helsinki, Finland
Media Attached
13:15 - 14:15
WAIN'21 Keynote 1WAIN'21 at WAIN Room
Chair(s): Ivica Crnkovic Chalmers University of Technology
13:15
60m
Keynote
Lionel Briand, Trustworthy Machine Learning-Enabled Systems
WAIN'21
Lionel Briand University of Luxembourg and University of Ottawa
Media Attached
14:15 - 14:30
Speed dating IWAIN'21 at WAIN Room
14:30 - 15:00
Virtual Coffee Break IWAIN'21 at WAIN Room
15:00 - 16:00
Session 1: Challenges in developing Machine-Learning-Enabled Systems - Experience from the trenches.WAIN'21 at WAIN Room
Chair(s): Henry Muccini University of L'Aquila, Italy
15:00
20m
Paper
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems
WAIN'21
Grace Lewis Carnegie Mellon Software Engineering Institute, Stephany Bellomo Software Engineering Institute, Ipek Ozkaya Carnegie Mellon Software Engineering Institute
Pre-print Media Attached
15:20
20m
Talk
Linnaeus: A highly reusable and adaptable ML based log classification pipeline
WAIN'21
Media Attached
15:40
10m
Paper
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
WAIN'21
Filippo Lanubile University of Bari, Fabio Calefato University of Bari, Luigi Quaranta University of Bari, Italy, Maddalena Amoruso , Fabio Fumarola , michele filannino
Pre-print Media Attached
15:50
10m
Paper
Who Needs MLOps: What Data Scientists Seek to Accomplish and How Can MLOps Help?
WAIN'21
Pre-print Media Attached
16:00 - 16:15
Speed dating IIWAIN'21 at WAIN Room
16:15 - 16:30
Virtual Coffee Break IIWAIN'21 at WAIN Room
16:30 - 17:30
Session 2: Engineering Trustworthy AI SystemsWAIN'21 at WAIN Room
Chair(s): Aneta Vulgarakis Ericsson, SE
16:30
20m
Full-paper
Robust Machine Learning in Critical Care - Software Engineering and Medical Perspectives
WAIN'21
Miroslaw Staron University of Gothenburg, Helena Odenstedt Herges
Pre-print Media Attached
16:50
20m
Full-paper
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases
WAIN'21
Pre-print Media Attached
17:10
10m
Short-paper
Towards Risk Modeling for Collaborative AI
WAIN'21
Matteo Camilli Free University of Bozen-Bolzano, Michael Felderer University of Innsbruck, Andrea Giusti , Anna Perini Fondazione Bruno Kessler, Barbara Russo Free University of Bolzano, Angelo Susi Fondazione Bruno Kessler
Pre-print Media Attached
17:20
10m
Short-paper
Practices for Engineering Trustworthy Machine Learning Applications
WAIN'21
Alex Serban Radboud University, Koen van der Blom , Holger Hoos , Joost Visser Leiden University
Pre-print Media Attached

Mon 31 May

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

09:00 - 10:00
Session 3: Software engineering lifecycle phases for AI systemsWAIN'21 at WAIN Room
Chair(s): Per Runeson Lund University
09:00
20m
Full-paper
Concepts in Testing of Autonomous Systems: Academic Literature and Industry Practice
WAIN'21
Qunying Song Lund University, Emelie Engstrom Lund University, Per Runeson Lund University
Pre-print Media Attached
09:20
20m
Full-paper
The Prevalence of Code Smells in Machine Learning projects
WAIN'21
Bart van Oort , Luís Cruz Deflt University of Technology, Maurício Aniche Delft University of Technology, Arie van Deursen Delft University of Technology, Netherlands
Pre-print Media Attached
09:40
10m
Short-paper
Systematic Mapping Study on the Machine Learning Lifecycle
WAIN'21
Yuanhao Xie , Luís Cruz Deflt University of Technology, Petra Heck Fontys ICT, Jan S. Rellermeyer TU Delft
Pre-print Media Attached
09:50
10m
Short-paper
Challenges and Governance Solutions for Data Science Services based on Open Data and APIs
WAIN'21
Pre-print Media Attached
10:00 - 10:15
Speed dating IIIWAIN'21 at WAIN Room
11:15 - 11:30
Virtual Coffee Break IIIWAIN'21 at WAIN Room
11:30 - 12:30
WAIN'21 Industry PanelWAIN'21 at WAIN Room
Chair(s): Helena Holmström Olsson Malmö University
11:30
60m
Talk
Industry panel
WAIN'21
P: Elena Fersman Ericsson & KTH Royal Institute of Technology, P: Roland Weiss ABB, P: Aleksander Fabijan Microsoft, A: Björn Brinne Peltarion, SE
Media Attached
12:30 - 13:30
14:30 - 14:45
Speed dating IVWAIN'21 at WAIN Room
14:45 - 15:00
Virtual Coffee Break VWAIN'21 at WAIN Room
15:00 - 16:00
Session 5: Designing AI systems IWAIN'21 at WAIN Room
Chair(s): Grace Lewis Carnegie Mellon Software Engineering Institute
15:00
20m
Full-paper
Requirement engineering challenges for AI-intense distributed systems
WAIN'21
Hans-Martin Heyn University of Gothenburg & Chalmers University of Technology, Eric Knauss Chalmers | University of Gothenburg, Amna Pir Muhammad
Pre-print Media Attached
15:20
20m
Full-paper
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems
WAIN'21
Sophia Abraham University of Notre Dame, Zachariah Carmichael University of Notre Dame, Rosaura VidalMata University of Notre Dame, Sreya Banerjee , Ankit Agrawal University of Notre Dame, Md Nafee Al Islam , Walter Scheirer , Jane Cleland-Huang University of Notre Dame
Pre-print Media Attached
15:40
20m
Full-paper
Software Architecture for ML-based Systems: What Exists and What Lies Ahead
WAIN'21
Henry Muccini University of L'Aquila, Italy, Karthik Vaidhyanathan University of L'Aquila
Pre-print Media Attached
16:00 - 16:15
Speed dating VWAIN'21 at WAIN Room
16:15 - 17:00
Session 6: Designing AI systems IIWAIN'21 at WAIN Room
Chair(s): Raghu Sangwan Pennsylvania State University
16:15
20m
Full-paper
Understanding and Modeling AI-Intensive System Development
WAIN'21
Luigi Lavazza Università degli Studi dell'Insubria, Sandro Morasca Università degli Studi dell'Insubria
Pre-print Media Attached
16:35
10m
Short-paper
Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report
WAIN'21
Akriti Chadda , Raman Chandrasekar , Ian Gorton Northeastern University – Seattle, USA
Pre-print Media Attached
16:45
10m
Short-paper
Lessons Learned from Educating AI Engineers
WAIN'21
Petra Heck Fontys ICT
Pre-print Media Attached
17:00 - 18:00
WAIN'21 Research&Academic PanelWAIN'21 at WAIN Room
Chair(s): Jan Bosch Chalmers University of Technology
17:00
60m
Talk
Research&Academic Panel
WAIN'21
P: Jane Cleland-Huang University of Notre Dame, P: Ipek Ozkaya Carnegie Mellon Software Engineering Institute, P: Barbara Plank IT University of Copenhagen, DK, P: Brian Fitzgerald Lero - The Irish Software Research Centre and University of Limerick, P: Ian Gorton Northeastern University – Seattle, USA
Media Attached