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ICSE 2021
Mon 17 May - Sat 5 June 2021
VenueWorkshops
Room nameWAIN Room
Room InformationNo extra information available

Information for Participants
Info for room WAIN Room:

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Program

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Sun 30 May

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

13:00 - 13:15
Opening SessionWAIN 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
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 at WAIN Room
Chair(s): Ivica Crnkovic Chalmers University of Technology
13:15
60m
Keynote
Lionel Briand, Trustworthy Machine Learning-Enabled Systems
WAIN
Lionel Briand University of Luxembourg and University of Ottawa
Media Attached
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
Chair(s): Henry Muccini University of L'Aquila, Italy
15:00
20m
Paper
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems
WAIN
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
Media Attached
15:40
10m
Paper
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
WAIN
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
Pre-print Media Attached
16:00 - 16:15
Speed dating IIWAIN at WAIN Room
16:15 - 16:30
Virtual Coffee Break IIWAIN at WAIN Room

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 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
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
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
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
Pre-print Media Attached
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
Chair(s): Helena Holmström Olsson Malmö University
11:30
60m
Talk
Industry panel
WAIN
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
LunchWAIN at WAIN Room
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
Chair(s): Grace Lewis Carnegie Mellon Software Engineering Institute
15:00
20m
Full-paper
Requirement engineering challenges for AI-intense distributed systems
WAIN
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
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
Henry Muccini University of L'Aquila, Italy, Karthik Vaidhyanathan University of L'Aquila
Pre-print Media Attached
16:00 - 16:15
Speed dating VWAIN at WAIN Room
16:15 - 17:00
Session 6: Designing AI systems IIWAIN at WAIN Room
Chair(s): Raghu Sangwan Pennsylvania State University
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 Media Attached
16:35
10m
Short-paper
Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report
WAIN
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
Petra Heck Fontys ICT
Pre-print Media Attached
17:00 - 18:00
WAIN'21 Research&Academic PanelWAIN at WAIN Room
Chair(s): Jan Bosch Chalmers University of Technology
17:00
60m
Talk
Research&Academic Panel
WAIN
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