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MSR 2021
Mon 17 - Wed 19 May 2021
co-located with ICSE 2021
VenueVirtual venue
Room nameWAIN Room
Floor0
Room InformationNo extra information available
Program

This program is tentative and subject to change.

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Sun 30 May
Times are displayed in time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

13:00 - 13:15
Opening SessionWAIN at WAIN Room
13:00
15m
Talk
Opening session
WAIN
Ivica CrnkovicChalmers University of Technology, Jan BoschChalmers University of Technology, Helena Holmström OlssonMalmö University, Lucy Ellen LwakatareUniversity of Helsinki, Finland
13:15 - 14:15
WAIN'21 Keynote 1WAIN at WAIN Room
Chair(s): Ivica CrnkovicChalmers University of Technology
13:15
60m
Keynote
Lionel Briand, Trustworthy Machine Learning-Enabled Systems
WAIN
Lionel BriandUniversity of Luxembourg and University of Ottawa
14:15 - 14:30
Speed dating IWAIN at WAIN Room
14:30 - 15:00
Virtual Coffee Break IWAIN at WAIN Room
15:00 - 16:00
Session 1: Challenges in developing Machine-Learning-Enabled Systems - Experience from the trenches.WAIN at WAIN Room
15:00
20m
Paper
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems
WAIN
Grace LewisCarnegie Mellon Software Engineering Institute, Stephany BellomoSoftware Engineering Institute, Ipek OzkayaCarnegie Mellon Software Engineering Institute
Pre-print
15:20
20m
Talk
Linnaeus: A highly reusable and adaptable ML based log classification pipeline
WAIN
15:40
10m
Paper
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
WAIN
Filippo LanubileUniversity of Bari, Luigi QuarantaUniversity of Bari, Italy
Pre-print
15:50
10m
Paper
Who Needs MLOps: What Data Scientists Seek to Accomplish and How Can MLOps Help?
WAIN
Pre-print
16:00 - 16:15
Speed dating IIWAIN at WAIN Room
16:15 - 16:30
Virtual Coffee Break IIWAIN at WAIN Room
16:30 - 17:30
Session 2: Engineering Trustworthy AI SystemsWAIN at WAIN Room
16:30
20m
Full-paper
Robust Machine Learning in Critical Care - Software Engineering and Medical Perspectives
WAIN
Miroslaw StaronUniversity of Gothenburg, Helena Odenstedt Herges
Pre-print
16:50
20m
Full-paper
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases
WAIN
Pre-print
17:10
10m
Short-paper
Towards Risk Modeling for Collaborative AI
WAIN
Matteo CamilliFree University of Bozen-Bolzano, Michael FeldererUniversity of Innsbruck, Andrea Giusti, Anna PeriniFondazione Bruno Kessler, Barbara RussoFree University of Bolzano, Angelo SusiFondazione Bruno Kessler
Pre-print
17:20
10m
Short-paper
Practices for Engineering Trustworthy Machine Learning Applications
WAIN
Alex SerbanRadboud University, Koen van der Blom, Holger Hoos, Joost VisserLeiden University
Pre-print
17:30 - 18:00
Position papers presentationsWAIN at WAIN Room

Mon 31 May
Times are displayed in time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

09:00 - 10:00
Session 3: Software engineering lifecycle phases for AI systemsWAIN at WAIN Room
09:00
20m
Full-paper
Concepts in Testing of Autonomous Systems: Academic Literature and Industry Practice
WAIN
Qunying SongLund University, Emelie EngstromLund University, Per RunesonLund University
Pre-print
09:20
20m
Full-paper
The Prevalence of Code Smells in Machine Learning projects
WAIN
Bart van Oort, Luís CruzDeflt University of Technology, Maurício AnicheDelft University of Technology, Arie van DeursenDelft University of Technology, Netherlands
Pre-print
09:40
10m
Short-paper
Systematic Mapping Study on the Machine Learning Lifecycle
WAIN
Yuanhao Xie, Luís CruzDeflt University of Technology, Petra HeckFontys ICT, Jan S. RellermeyerTU Delft
Pre-print
09:50
10m
Short-paper
Challenges and Governance Solutions for Data Science Services based on Open Data and APIs
WAIN
Pre-print
10:00 - 10:15
Speed dating IIIWAIN at WAIN Room
11:15 - 11:30
Virtual Coffee Break IIIWAIN at WAIN Room
11:30 - 12:30
WAIN'21 Industry PanelWAIN at WAIN Room
12:30 - 13:30
LunchWAIN at WAIN Room
13:30 - 14:30
WAIN'21 Keynote 2WAIN at WAIN Room
13:30
60m
Keynote
Errol Koolmeister: Engineering AI at H&M group
WAIN
14:30 - 14:45
Speed dating IVWAIN at WAIN Room
14:45 - 15:00
Virtual Coffee Break VWAIN at WAIN Room
15:00 - 16:00
Session 5: Designing AI systems IWAIN at WAIN Room
15:00
20m
Full-paper
Requirement engineering challenges for AI-intense distributed systems
WAIN
Hans-Martin Heyn, Eric KnaussChalmers | University of Gothenburg, Amna Pir Muhammad
Pre-print
15:20
20m
Full-paper
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems
WAIN
Sophia AbrahamUniversity of Notre Dame, Zachariah CarmichaelUniversity of Notre Dame, Rosaura VidalMataUniversity of Notre Dame, Sreya Banerjee, Ankit AgrawalUniversity of Notre Dame, Md Nafee Al Islam, Walter Scheirer, Jane Cleland-HuangUniversity of Notre Dame
Pre-print
15:40
20m
Full-paper
Software Architecture for ML-based Systems: What Exists and What Lies Ahead
WAIN
Henry MucciniUniversity of L'Aquila, Italy, Karthik VaidhyanathanUniversity of L'Aquila
Pre-print
16:00 - 16:15
Speed dating VWAIN at WAIN Room
16:15 - 17:00
Session 6: Designing AI systems IIWAIN at WAIN Room
16:15
20m
Full-paper
Understanding and Modeling AI-Intensive System Development
WAIN
Luigi Lavazza Università degli Studi dell'Insubria, Sandro Morasca Università degli Studi dell'Insubria
Pre-print
16:35
10m
Short-paper
Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report
WAIN
Akriti Chadda, Raman Chandrasekar, Ian GortonNortheastern University – Seattle, USA
Pre-print
16:45
10m
Short-paper
Lessons Learned from Educating AI Engineers
WAIN
Petra HeckFontys ICT
Pre-print
17:00 - 18:00
WAIN'21 Research&Academic PanelWAIN at WAIN Room
18:00 - 18:05
Closing sessionWAIN at WAIN Room