Call for Papers
Technical Track @ 45th EUROMICRO SEAA Conference in Thessaloniki / Chalkidiki, Greece
Software Engineering and AI
August 28-30, 2019
Artificial Intelligence and Machine Learning (AI/ML) see a lot of interest as software systems increasingly include AI/ML components as key parts, e.g. self-driving cars and other autonomous systems, voice-controlled interfaces etc. There is also an increased use of AI/ML during software development and engineering, e.g. to predict which parts of a system are more likely to contain faults and vulnerabilities, to repair bugs automatically etc.
Presently, the research on machine intelligence primarily focuses on new algorithms and computing architectures to improve accuracy on a given task. However, when companies and organisations try to apply AI/ML in practice there are many additional concerns and aspects that are important. For example, if the data available for training and testing the AI/ML component is not reliable or sufficient, it does not matter if a “better” AI/ML algorithm is used. It is also critical that the results of AI/ML techniques are clearly presented/explained to the end user. Further, the AI/ML components need to be smoothly integrated into the development process and the architected system.
The SE & AI track of the SEAA conference aims to deepen the understanding of the many practical considerations that are relevant when building complex software systems that include AI/ML components as well as when AI/ML techniques are applied during SE processes.
The topics of interest include, but are not limited to, the following knowledge areas:
Special Session Organizers: