AISys 2022

2nd International Workshop on AI System Engineering: Math, Modelling and Software

email: dexa@iiwas.org
Papers submission:  https://easychair.org/conferences/?conf=aisys2022

 

  IMPORTANT DATES  

  • Paper Submission: March 7th, 2022
  • Notification of acceptance:May 10th, 2022 
  • Camera-ready copies due: June 1st, 2022

 

PUBLICATION
All accepted AISys 2022 papers will be published by Springer in their Communications in Computer and Information Science (CCIS). CCIS volumes are indexed in the Conference Proceedings Citation Index (CPCI), part of Clarivate Analytics’ Web of Science; Scopus; EI Engineering Index; Google Scholar; DBLP; etc.

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.

SUBMISSION GUIDELINES
In order to encourage participation and discussion, this workshop solicits two types of submissions

  • 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

REVIEW PROCESS
Submissions to the workshop must not have been published or be concurrently considered for publication elsewhere. 
All submissions will be peer-reviewed by, at least, 3 reviewers and judged on the basis of originality, contribution to the field, technical and presentation quality, and relevance to the workshop. Short papers are meant for timely discussion and feedback at the workshop.

ACCEPTED PAPERS
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.

COMMITTEE
Organising Committee

  • Paolo Meloni, University of Cagliari, Italy
  • Maqbool Khan, PAF-IAST, Pakistan
  • Gerald Czech, Upper Austrian Fire Brigade Association, Austria
  • Thomas Hoch, SCCH, Austria
  • Bernhard Moser, SCCH, Austria

Program Committee 

  • Jan Bosch, Chalmers University of Technology, Gothenburg, Sweden
  • Gabriele Gianini, Universitaet Mailand
  • Mihhail Matskin, KTH Royal Institute of Technology, Sweden
  • Helena Holmström Olsson, Malmö University, Sweden
  • Pierre-Edouard Portier, INSA Lyon
  • Dou Wanchun, Nanjing University, China
  • Shui Yu, University of Technology Sydney, Australia

For further inquiries, please contact (dexa@iiwas.org)