ICSE 2020 (series) / SEAMS 2020 (series) / 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems / Applying Deep Learning to Reduce Large Adaptation Spaces of Self-Adaptive Systems with Multiple Types of Goals
Applying Deep Learning to Reduce Large Adaptation Spaces of Self-Adaptive Systems with Multiple Types of GoalsTechnical
Mon 29 Jun 2020 16:05 - 16:10 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
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 - 16:05 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 - 16:10 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 - 16:15 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 - 16:20 Talk | A Framework for the Analysis of Adaptive Systems Using Bayesian StatisticsNIER SEAMS 2020 Media Attached | ||
16:20 - 17:20 Other | Q&A and Discussion (Session 1) SEAMS 2020 |