AIMLAI-XKDD@ECMLPKDD19: Joint International Workshop
on Advances in Interpretable Machine Learning and Artificial Intelligence &
eXplainable Knowledge Discovery in Data Mining
Website: https://kdd.isti.cnr.it/xkdd2019/
Submission link: https://easychair.org/conferences/?conf=aimlai-xkdd-ecmlpkdd19
Submission deadline: June 7, 2019
The purpose of AIMLAI-XKDD (Advances in Interpretable Machine Learning and
Artificial Intelligence & eXplainable Knowledge Discovery in Data Mining),
is to encourage principled research that will lead to the advancement of
explainable, transparent, ethical and fair data mining, machine learning, and
artificial intelligence. AIMLAI-XKDD is an event organized into two moments: a
tutorial to introduce audience to the topic, and a workshop to discuss recent
advances in the research field.
The tutorial will provide a broad overview of the state of the art and the
major applications for explainable and transparent approaches. Likewise it will
highlight the main open challenges.
The workshop will seek top-quality submissions addressing uncovered
important issues related to explainable and interpretable data mining and
machine learning models. Papers should present research results in any of the
topics of interest for the workshop as well as application experiences, tools
and promising preliminary ideas. AIMLAI-XKDD asks for contributions from
researchers, academia and industries, working on topics addressing these challenges
primarily from a technical point of view, but also from a legal, ethical or
sociological perspective. Besides the central topic of interpretable algorithms
and explanation methods, we also welcome submissions that answer research
questions like "how to measure and evaluate interpretability and
explainability?" and "how to integrate humans in the machine learning
pipeline for interpretability purposes?".
Submission Guidelines
Papers must be written in English and formatted according to the Springer
Lecture Notes in Computer Science (LNCS) guidelines following the style of the
main conference (format).
The maximum length of either research or
position papers is 12 pages in this format. Overlength papers will be rejected
without review (papers with smaller page margins and font sizes than specified
in the author instructions and set in the style files will also be treated as
overlength).
Authors who submit their work to
AIMLAI-XKDD 2019 commit themselves to present their paper at the workshop in
case of acceptance. AIMLAI-XKDD 2019 considers the author list submitted with
the paper as final. No additions or deletions to this list may be made after
paper submission, either during the review period, or in case of acceptance, at
the final camera ready stage.
Condition for inclusion in the
post-proceedings is that at least one of the co-authors has presented the paper
at the workshop. Pre-proceedings will be available online before the workshop.
A special issue of a relevant international journal with extended versions of
selected papers is under consideration.
All papers for AIMLAI-XKDD 2019 must be
submitted by using the on-line submission system at https://easychair.org/conferences/?conf=aimlai-xkdd-ecmlpkdd19.
Committees
Tutorial Program Chairs
Workshop Program Chairs
Publication
All accepted papers will be published as post-proceedings in LNCSI and
included in the series name Lecture Notes in Computer Science by Springer.
Venue
The conference will be colocated with the conference ECML/PKDD, which will
be held in the Hubland campus of the University of Würzburg in Germany on
September 20th, 2019.
Contact
All questions about submissions should be emailed to aimlai-xkdd-ecmlpkdd19@easychair.org