WAIN'21
Sun 30 - Mon 31 May 2021
co-located with ICSE 2021
VenueWorkshops
Room nameWAIN Room
Room InformationNo extra information available

Information for Participants
Program

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Conference Day
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): Lucy Ellen LwakatareUniversity of Helsinki, Finland, Jan BoschChalmers University of Technology, Helena Holmström OlssonMalmö University, Ivica CrnkovicChalmers University of Technology
13:00
15m
Talk
Opening session
WAIN'21
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'21 at WAIN Room
Chair(s): Ivica CrnkovicChalmers University of Technology
13:15
60m
Keynote
Lionel Briand, Trustworthy Machine Learning-Enabled Systems
WAIN'21
Lionel BriandUniversity of Luxembourg and University of Ottawa
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 MucciniUniversity of L'Aquila, Italy
15:00
20m
Paper
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems
WAIN'21
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'21
15:40
10m
Paper
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
WAIN'21
Filippo LanubileUniversity of Bari, Fabio CalefatoUniversity of Bari, Luigi QuarantaUniversity of Bari, Italy, Maddalena Amoruso, Fabio Fumarola, michele filannino
Pre-print
15:50
10m
Paper
Who Needs MLOps: What Data Scientists Seek to Accomplish and How Can MLOps Help?
WAIN'21
Pre-print
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 VulgarakisEricsson, SE
16:30
20m
Full-paper
Robust Machine Learning in Critical Care - Software Engineering and Medical Perspectives
WAIN'21
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'21
Pre-print
17:10
10m
Short-paper
Towards Risk Modeling for Collaborative AI
WAIN'21
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'21
Alex SerbanRadboud University, Koen van der Blom, Holger Hoos, Joost VisserLeiden University
Pre-print

Conference Day
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 RunesonLund University
09:00
20m
Full-paper
Concepts in Testing of Autonomous Systems: Academic Literature and Industry Practice
WAIN'21
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'21
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'21
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'21
Pre-print
10:00 - 10:15
Speed dating IIIWAIN'21 at WAIN Room
10:15 - 11:15
Session 4: Applying ML technologiesWAIN'21 at WAIN Room
Chair(s): David LoSingapore Management University
10:15
20m
Full-paper
Corner Case Data Description and Detection
WAIN'21
Pre-print
10:35
20m
Full-paper
Integration of Convolutional Neural Networks in Mobile Applications
WAIN'21
Roger CreusUniversitat Politècnica de Catalunya, Silverio Martínez-FernándezUPC-BarcelonaTech, Xavier FranchUniversitat Politècnica de Catalunya
Pre-print
10:55
10m
Short-paper
Data acquisition and the implication of machine learning in the development of a Clinical Decision Support system
WAIN'21
11:05
10m
Short-paper
Data collection and Acceleration Infrastructure for FPGA-based Edge AI Applications
WAIN'21
Hergys RexhaÅbo Akademi University, Sebastien LafondÅbo Akademi University
Pre-print
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 OlssonMalmö University
11:30
60m
Talk
Industry panel
WAIN'21
P: Elena FersmanEricsson & KTH Royal Institute of Technology, P: Roland WeissABB, P: Aleksander FabijanMicrosoft, A: Björn BrinnePeltarion, SE
12:30 - 13:30
13:30 - 14:30
WAIN'21 Keynote 2WAIN'21 at WAIN Room
13:30
60m
Keynote
Errol Koolmeister: Engineering AI at H&M group
WAIN'21
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 LewisCarnegie Mellon Software Engineering Institute
15:00
20m
Full-paper
Requirement engineering challenges for AI-intense distributed systems
WAIN'21
Hans-Martin HeynUniversity of Gothenburg & Chalmers University of Technology, 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'21
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'21
Henry MucciniUniversity of L'Aquila, Italy, Karthik VaidhyanathanUniversity of L'Aquila
Pre-print
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 SangwanPennsylvania 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
16:35
10m
Short-paper
Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report
WAIN'21
Akriti Chadda, Raman Chandrasekar, Ian GortonNortheastern University – Seattle, USA
Pre-print
16:45
10m
Short-paper
Lessons Learned from Educating AI Engineers
WAIN'21
Petra HeckFontys ICT
Pre-print
17:00 - 18:00
WAIN'21 Research&Academic PanelWAIN'21 at WAIN Room
Chair(s): Jan BoschChalmers University of Technology
17:00
60m
Talk
Research&Academic Panel
WAIN'21
P: Jane Cleland-HuangUniversity of Notre Dame, P: Ipek OzkayaCarnegie Mellon Software Engineering Institute, P: Barbara PlankIT University of Copenhagen, DK, P: Brian FitzgeraldLero - The Irish Software Research Centre and University of Limerick, P: Ian GortonNortheastern University – Seattle, USA
18:00 - 18:05
Closing sessionWAIN'21 at WAIN Room