SEAMS 2020
Mon 29 June - Fri 3 July 2020
co-located with ICSE 2020
Mon 29 Jun 2020 16:15 - 16:20 at SEAMS - Session 1: AI, Machine Learning and Statistics Chair(s): Pooyan Jamshidi

Mon 29 Jun
Times are displayed in time zone: (UTC) Coordinated Universal Time change

16:00 - 17:30
Session 1: AI, Machine Learning and StatisticsSEAMS 2020 at SEAMS
Chair(s): Pooyan JamshidiUniversity of South Carolina
16:00
5m
Talk
A Hybrid Approach Combining Control Theory and AI for Engineering Self-Adaptive SystemsTechnical
SEAMS 2020
Ricardo CaldasChalmers, Arthur RodriguesUniversity of Brası́lia, Eric Bernd GilUniversity of Brasilia, Genaína Nunes RodriguesUniversity of Brasília, Thomas VogelHumboldt-Universität zu Berlin, Patrizio PelliccioneUniversity of L'Aquila and Chalmers | University of Gothenburg
DOI Pre-print Media Attached
16:05
5m
Talk
Applying Deep Learning to Reduce Large Adaptation Spaces of Self-Adaptive Systems with Multiple Types of GoalsTechnical
SEAMS 2020
Jeroen Van Der DoncktKU Leuven, Danny WeynsKU Leuven, Federico QuinKatholieke Universiteit Leuven, Jonas Van Der DoncktGhent University, Sam MichielsKatholieke Universiteit Leuven
Pre-print Media Attached
16:10
5m
Talk
Towards Classes of Architectural Dependability Assurance of Machine Learning Based SystemsNIER
SEAMS 2020
Max ScheererFZI Research Center for Information Technology, Germany, Jonas KlamrothFZI Research Center for Information Technology, Germany, Ralf ReussnerKarlsruhe Institute of Technology (KIT) and FZI - Research Center for Information Technology (FZI), Bernhard BeckertKarlsruhe Institute of Technology
Media Attached
16:15
5m
Talk
A Framework for the Analysis of Adaptive Systems Using Bayesian StatisticsNIER
SEAMS 2020
Yuning HeNASA Ames, Johann SchumannNASA Ames
Media Attached
16:20
60m
Other
Q&A and Discussion (Session 1)
SEAMS 2020