Special Session on “Interpretable Machine Learning” for the European Conference on Data Analysis (ECDA)

Special Session on “Interpretable Machine Learning”
for the European Conference on Data Analysis (ECDA)  which will
take place in Bayreuth from March 18th to 20th 2019. This is a
follow-up to a session to the same topic which has been held at
ECDA 2018.

For the session “Interpretable Machine Learning”, organizers solicit
contributions that (i) discuss and evaluate the interpretability
of various types of machine learning models, (ii) use
representations which are understandable by experts and even
non-experts, (iii) introduce models that can be inspected,
verified, and possibly also modified by non-expert users,
(iv) offer explanations or visualizations of their decisions,
(v) develop methods for interpretable learning in complex domains
like multi-target learning or structured output prediction.

For details please refer to the conference
Web site http://www.gfkl.org/ecda2019/.

 

Special Session on Explainable Machine Learning at IJCNN 2019

We would like to draw your attention to the  Special Session on Explainable Machine Learning at 2019 International Joint Conference on Neural Networks IJCNN2019 in Budapest, Hungary, July 14-19, 2019
organized by Paulo J.G. LisboaJosé D. Martín-GuerreroDavide Bacciu,
Alfredo Vellido.
This special session will report methodologies and applications to explain the operation of machine learning models. It will focus on recent approaches to making the operation of machine learning systems easier to understand such that users can usefully query the operation of the model, changing any aspect to ensure safety in operational environments.

Deadline for submission of full papers:  15 December, 2018.
More information on the special session website. 

Special Session Advances on eXplainable Artificial Intelligence (at FUZZ-IEEE 2019)

We would like to draw your attention to the  Special Session Advances on eXplainable Artificial Intelligence at Internetional Conference on Fuzzy Systems (FUZZ-IEEE 2019) in New Orleans, USA, 23-26 June, 2019
organized by Jose M. Alonso, Ciro Castiello, Corrado Mencar.
The aim of this session is to provide a forum to disseminate and discuss XAI, with special attention to Interpretable Fuzzy Systems.

Deadline for submission of full papers:  11January, 2019.
More information on the special session website.

Special Session on Evolutionary Computation for Symbolic Modelling

We would like to draw your attention to the  Special Session on Evolutionary Computation for Symbolic Modelling at 2019 IEEE Congress on Evolutionary Computation (CEC2019) in Wellington, New Zealand, 10-13 June 2019
organized by Qi Chen, Bing Xue and Mengjie Zhang.
Interpretability of symbolic models is one of the highlighted topics.
Deadline for submission of full papers: 7 January, 2019.
More information on the special session website.