AISys2022: 2nd DEXA Workshop on AI System Engineering: Math, Modelling and Software Vienna University of Economics and Business Vienna, Austria, August 22-24, 2022 |
Conference website | http://www.dexa.org/aisys2022 |
Submission link | https://easychair.org/conferences/?conf=aisys2022 |
Abstract registration deadline | April 14, 2022 |
Submission deadline | April 14, 2022 |
Submission Guidelines
All papers must be original and not simultaneously submitted to another journal or conference. In order to encourage participation and discussion, this workshop solicits two types of submissions - regular papers and short papers:
- Regular paper submissions about original work not exceeding 10 pages.
- Short paper submissions on recent or ongoing work on relevant topics and ideas not exceeding 5 pages.
- Formatting guidelines: http://www.dexa.org/formatting_guidelines
- Online Papers Submission: https://easychair.org/conferences/?conf=aisys2022
List of Topics
This second DEXA workshop on AI system engineering aims at a holistic view addressing the increasing need of interconnecting traditionally separated disciplines such as data analysis, model building and selection, software engineering, deployment, legal aspects, and standards. By this holistic view we encounter a variety of challenges along the AI modeling cycle and software system engineering lifecycle as outlined in the figure below such as:
- Theory-practice gap in machine learning with impact on stability, reproducibility or integrity due to limitations of nowadays theoretical foundations in statistical learning theory or lack of control of high-dimensionality effects of deep learning;
- facing computational constraints, e.g. embedded systems, neuromorphic systems, power consumption/Green AI;
- taking into account compliance checking aspects, e.g. ethics by design, confidentiality protection, federated learning;
- data, model and software quality assurance and standards;
- legal aspects such as accountability and IPR issues.
Committees
Organizing committee
- Paolo Meloni, University of Cagliari, Italy
- Maqbool Khan, PAF-IAST, Pakistan
- Gerald Czech, SCCH, Austria
- Thomas Hoch, SCCH, Austria
- Bernhard Moser, SCCH, Austria
Program Committee
- Jan Bosch, Chalmers University of Technology, Gothenburg, Sweden
- Gabriele Gianini, Universitaet Mailand
- Philipp Haindl, SCCH, Austria
- Mihhail Matskin, KTH Royal Institute of Technology, Sweden
- Nazeer Muhammad, PAF-IAST, Pakistan
- Helena Holmström Olsson, Malmö University, Sweden
- Pierre-Edouard Portier, INSA Lyon
- Wajid Rafique, University of Montreal, Canada
- Muhammad Habib ur Rehman, King's College London, UK
- Dou Wanchun, Nanjing University, China
- Xiaolong Xu, NUIST Nanjing, China
- Shui Yu, University of Technology Sydney, Australia
Invited Speakers
- TBD
Publication
All accepted papers will be published by Springer in "Communications in Computer and Information Science (CCIS). Authors of all accepted papers must sign a Springer copyright release form. Papers are accepted with the understanding that at least one author will register for the conference to present the paper. All published papers will be indexed appropriately in all major indexes.
Venue
The conference will be held in WU (Vienna University of Economics and Business), Vienna Austria.
Contact
maqbool.khan@scch.at