posted by user: echanthe || 1421 views || tracked by 1 users: [display]

DX 2022 : 33nd International Workshop on Principles of Diagnosis


When Sep 14, 2022 - Sep 16, 2022
Where Toulouse, France
Submission Deadline May 15, 2022
Notification Due Jul 15, 2022
Final Version Due Jul 31, 2022
Categories    diagnosis   artificial intelligence   detection & isolation   monitoring

Call For Papers

The DX-2022 program committee invites submissions of technical papers for DX-2022, to be held in Toulouse, France on September 14-16, 2022.

We are looking forward to submissions on any diagnosis-related topic, including papers focusing on the following issues:

Formal theories and computational methods for diagnosis, that include monitoring, detection and isolation, as weel as testing, repair and therapy, reconfiguration, fault tolerance, diagnosability and predictability analysis, and other related topics.
Modeling for diagnosis that includes discrete, discrete-event, timed, qualitative, continuous, hybrid/heterogeneous, probabilistic, behavioral and functional modeling together with abstraction, refinement, approximation and reformulation methods. Effective modeling approaches for large systems, uncertainty management, and techniques for improving incomplete models for diagnosis are especially welcome.
Computational issues in diagnosis that address combinatorial explosion, use of structural and hierarchical knowledge, focusing strategies and heuristics, resource-bounded reasoning, real-time analysis, precompilation, and other related topics.
Diagnosis processes that include strategies for measurement selection, sensor placement, active diagnosis/testing, embedded diagnosis, distributed or decentralized diagnosis, preventive diagnosis, fault-adaptive control, and human interaction with diagnostic systems.
Connections and interplay between AI-based diagnosis methods and related areas: FDI, control theory, statistics, machine learning, knowledge representation, planning and optimization, autonomous and/or dependable systems, safety, verification, software engineering and debugging, and hardware instrumentation and testing.
Real-world applications of diagnosis and integrated systems in a wide range of fields including transportation, space and aeronautics, robotics, manufacturing, energy, networks and services, and medical domains.  Case studies of technology transfer that resulted in success or failure are especially welcome.
Demonstration of software tools and presentation of benchmarks for diagnosis and monitoring.

DX22 accepts two types of papers. Regular research papers must not be longer than eight pages in the double column A4 format provided at the workshop's website. The second type of accepted papers are short papers (four pages max) dealing with the presentation of tools, benchmarks or preliminary works presenting original ideas for diagnosis or non standard diagnosis problems.

For tool papers, an interactive electronic presentation of the tool will be mandatory. For benchmark papers, the proposed benchmarks must be freely available to the research community. The main criteria for short papers about new ideas and diagnosis problems will be their originality. Authors are required to submit their papers electronically via the DX22 website.

All submissions will be peer-reviewed, and accepted papers will be scheduled for either an oral or a poster presentation.

By submitting a paper, the corresponding authors agree that for each accepted paper at least one of its authors has to register and attend the workshop in order to present her/their work. The program committee reserves the right to reject overlong submissions, submissions that violate the guidelines, and submissions in formats other than PDF without review.

By submitting a paper, the authors agree that the accepted papers will be transferred for communication into the open archive HAL.

We are looking forward to receiving your submissions and seeing you at DX'22!

Related Resources

ECML-PKDD 2024   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
ECAI 2024   27th European Conference on Artificial Intelligence
EAIH 2024   Explainable AI for Health
CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)
ICCAD 2024   2024 8th IEEE/IFAC International Conference on Control, Automation and Diagnosis
IEEE ICA 2022   The 6th IEEE International Conference on Agents
KR 2024   Principles of Knowledge Representation and Reasoning
NeurIPS 2024   The Thirty-Eighth Annual Conference on Neural Information Processing Systems
IEEE ICAIGE 2024   2024 IEEE 2nd International Conference on Artificial Intelligence & Green Energy
SPIE-Ei/Scopus-CVCM 2024   2024 5th International Conference on Computer Vision, Communications and Multimedia (CVCM 2024) -EI Compendex