ICSE 2021 (series) / WAIN'21 (series) /
WAIN'21 Program
This is the WAIN'21 program - see the full program for ICSE 2021 and all affiliated events.
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Sun 30 MayDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
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 15mTalk | 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 | |||
13:15 60mKeynote | Lionel Briand, Trustworthy Machine Learning-Enabled Systems WAIN'21 Lionel Briand University of Luxembourg and University of Ottawa Media Attached | ||
16:30 - 17:30 | Session 2: Engineering Trustworthy AI SystemsWAIN'21 at WAIN Room Chair(s): Aneta Vulgarakis Ericsson, SE | ||
16:30 20mFull-paper | Robust Machine Learning in Critical Care - Software Engineering and Medical Perspectives WAIN'21 Pre-print Media Attached | ||
16:50 20mFull-paper | MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases WAIN'21 Tuomas Granlund , Aleksi Kopponen , Vlad Stirbu , Lalli Myllyaho , Tommi Mikkonen University of Helsinki Pre-print Media Attached | ||
17:10 10mShort-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 10mShort-paper | Practices for Engineering Trustworthy Machine Learning Applications WAIN'21 Pre-print Media Attached | ||
17:30 - 18:00 | Position papers presentationsWAIN'21 at WAIN Room Chair(s): Luís Cruz Deflt University of Technology Position papers Q&A: https://www.youtube.com/watch?v=Q6UkO1OEeKY&list=PLXTjhGKkSnI8Y7SiHurzzadsOwaJaFLXs&index=27 | ||
17:30 7mTalk | Position paper: Why we need to align academic education and industry requirements with respect to Machine Learning WAIN'21 Pre-print Media Attached | ||
17:37 7mTalk | Product Engineering for Machine Learning: A Grey Literature Review WAIN'21 Isaque Alves University of Brasilia (UnB), Leonardo Alexandre Ferreira Leite University of São Paulo, Paulo Meirelles University of São Paulo, Carla Silva Rocha Aguiar unb Pre-print Media Attached | ||
17:45 7mOther | Technical Debt in Industrial AI Research Projects WAIN'21 Pre-print Media Attached | ||
17:52 7mTalk | Verbatim Machine Learning Model Manifestation in Manageable Neighborhoods WAIN'21 Pre-print Media Attached | ||
Mon 31 MayDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
Mon 31 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
10:15 - 11:15 | |||
10:15 20mFull-paper | Corner Case Data Description and Detection WAIN'21 Pre-print Media Attached | ||
10:35 20mFull-paper | Integration of Convolutional Neural Networks in Mobile Applications WAIN'21 Roger Creus Universitat Politècnica de Catalunya, Silverio Martínez-Fernández UPC-BarcelonaTech, Xavier Franch Universitat Politècnica de Catalunya Pre-print Media Attached | ||
10:55 10mShort-paper | Data acquisition and the implication of machine learning in the development of a Clinical Decision Support system WAIN'21 Media Attached | ||
11:05 10mShort-paper | Data collection and Acceleration Infrastructure for FPGA-based Edge AI Applications WAIN'21 Pre-print Media Attached | ||
11:30 - 12:30 | |||
11:30 60mTalk | 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 | ||
13:30 - 14:30 | |||
13:30 60mKeynote | Errol Koolmeister: Engineering AI at H&M group WAIN'21 Media Attached | ||
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 20mFull-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 20mFull-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 20mFull-paper | Software Architecture for ML-based Systems: What Exists and What Lies Ahead WAIN'21 Pre-print Media Attached | ||
16:15 - 17:00 | Session 6: Designing AI systems IIWAIN'21 at WAIN Room Chair(s): Raghu Sangwan Pennsylvania State University | ||
16:15 20mFull-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 10mShort-paper | Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report WAIN'21 Pre-print Media Attached | ||
16:45 10mShort-paper | Lessons Learned from Educating AI Engineers WAIN'21 Petra Heck Fontys ICT Pre-print Media Attached | ||
17:00 - 18:00 | |||
17:00 60mTalk | 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 | ||
18:00 - 18:05 | |||