Connectionists: 2nd CfP: International Workshop on AI for Spacecraft Longevity @ IJCAI 2021

Nikola Simidjievski ns779 at cam.ac.uk
Mon Apr 26 04:43:09 EDT 2021


Dear colleagues,

We are pleased to invite you to submit your work at the First International
Workshop on AI for Spacecraft Longevity to be held in conjunction with
IJCAI 2021 (tentative date 21-23 August 2021). The half-day workshop will
be an excellent forum for presenting recent AI applications, exchanging
ideas and discussing potential challenges on various topics pertaining to
spacecraft longevity and endurance. It will also include two invited talks
by esteemed experts, working on topics at the intersection of AI and
spacecraft operations.

We welcome original high-quality submissions that describe innovative
research relevant (but not limited) to the following topic areas:

   - Data and knowledge extraction, representation, management and reasoning
   - Supervised and unsupervised (deep) learning methods for telemetry data
   - Data mining and analysis of structured and streaming telemetry data
   - Outlier/Anomaly/Fault detection and prognostics
   - Architectures for embedded artificial intelligence
   - Concept and contextual learning from spacecraft housekeeping data
   - Reinforcement learning for efficient exploration of new environments
   - Cloud and edge computing in space
   - Fault-Tolerant Space Processing, Memory, and Storage
   - Fault and power management approaches
   - Distributed and collaborative mission planning
   - Human-machine interactions
   - Intelligent decision support
   - Learning to plan, planning to learn
   - With potential applications in:
   - Operations-enabling technology in ground and flight systems
   - Mission planning and management
   - Spaceflight operations
   - Autonomous spacecraft operations
   - Human-centric and explainable AI for operator empowerment


The submission deadline for the workshop is set to *May 9th, 2021*. The
submitted papers should be long up to* 3 pages conten*t (+ references). The
notification of acceptance is set to May 24th, 2021. Additional workshop
details are available at https://ai4spacecraft.github.io/ (the exact date
of the workshop will be announced by the IJCAI 2021 organizing committee).

We hope that you will respond positively to our invitation and submit your
work for consideration. We would also like to invite you to share the call
for papers in your network of collaborators.

With best regards,

Nikola Simidjievski, University of Cambridge, UK
Dragi Kocev, Jozef Stefan Institute, Slovenia
Luke Lucas, ESOC, ESA, Germany
Ljupco Todorovski, University of Ljubljana, Slovenia
=======================
AI4Spacecraft Longevity Workshop chairs

-- 
*Dr. Nikola Simidjievski*
*Department of Computer Science and Technology*
*University of Cambridge*
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