CfP - 2nd International Workshop on Pervasive AI @ ECML-PKDD23 Turin

[DAVIDE BACCIU]

2nd INTERNATIONAL WORKSHOP ON PERVASIVE ARTIFICIAL INTELLIGENCE
(CO-LOCATED WITH ECML PKDD 2023)

The workshop provides a forum devoted to scientific discussion and dissemination for a community and works bringing together the two aspects of Pervasive Artificial Intelligence. It targets contributions related to both novel AI methodologies, models and applications in pervasive scenarios, as well as computing and communication abstractions, infrastructures and applications for AI. Special attention will be devoted to contributions tackling the theme of sustainable AI and resulting from academia-industry collaborations.

All submissions will be reviewed by the program committee, and accepted papers will be presented at the workshop. The workshop will feature keynote talks by leading experts in the field, as well as opportunities for discussion and collaboration.

The list of relevant topics includes but is not limited to:
•    Algorithms, software, models and platforms for scalable and efficient processing of AI and ML models
•    Federated and Decentralised learning
•    Multi-agent systems and solutions for pervasive computing scenarios
•    Continual/lifelong learning
•    Streaming machine learning
•    Methods, algorithms and systems for human-aware, secure and safe AI in pervasive computing scenarios
•    Intelligent management of pervasive and ubiquitous applications
•    Deep graph networks in pervasive AI applications
•    Continuous reasoning on applications targeting the computing continuum
•    Embedded and in-silico neural computation
•    Parallel solutions for AI training and inference in constrained devices
•    Heterogeneous hardware and accelerators for Pervasive AI
•    Intelligent IoT and cyber-physical systems (of systems)
•    AI-Ops, AI-as-a-Service
•    Neuromorphic computing
•    Cybersecurity in and for AI

Important Dates
Paper submission deadline: June 15, 2023
Acceptance notification: July 12, 2023
Camera-ready deadline: July 19, 2023
Workshop date and location: September 18-22, 2023, Torino, Italy (Exact date TBD)

All deadlines are h. 23.59 Anywhere on Earth (UTC – 12).

Submission
Papers must be written in English and formatted according to the LNCS template (same as the main conference).
We welcome both regular papers (10-12 pages, references included) and short papers (up to 5-8 pages, references included) presenting mature works as well as in-progress activities.  Regular papers are expected to provide original and innovative contributions. Short papers can describe innovative ongoing research showing relevant preliminary results.
We also allow submissions of works already published elsewhere or ongoing research that is relevant and may solicit fruitful discussion at the workshop. Such contributions have no page restrictions and will not be included in proceedings.
Submissions should be made through the workshop's CMT submission page. Authors will be asked to opt-in or opt-out of publication of their submitted papers in the joint post-workshop proceedings published by Springer Communications in Computer and Information Science.
At least one author of each accepted paper must have full registration and be in person to present the paper. Papers without a full registration or in-presence presentation will not be included in the post-workshop Springer proceedings.

Workshop organizers

Davide Bacciu (davide...@unipi.it) – University of Pisa
Antonio Carta (antoni...@unipi.it) – University of Pisa
Patrizio Dazzi (patrizi...@unipi.it) – University of Pisa
Konstantinos Tserpes (tse...@hua.gr) - Harokopio University of Athens