posted by organizer: cmencar || 4291 views || tracked by 7 users: [display]

XAI@WCCI 2020 : Special Session Advances on eXplainable Artificial Intelligence @ WCCI 2020

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/view/xai-ieeewcci2020/
 
When Jul 19, 2020 - Jul 24, 2020
Where Glasgow, UK
Submission Deadline Jan 30, 2020
Notification Due Mar 15, 2020
Final Version Due Apr 15, 2020
Categories    artificial intelligence   computational intelligence   explainable ai   fuzzy logic
 

Call For Papers

In the era of the Internet of Things and Big Data, data scientists are required to extract valuable knowledge from the given data. They first analyze, cure and pre-process data. Then, they apply Artificial Intelligence (AI) techniques to automatically extract knowledge from data.

Our focus is on knowledge representation and how to enhance human-machine interaction. As remarked in the last challenge stated by the USA Defense Advanced Research Projects Agency (DARPA), "even though current AI systems offer many benefits in many applications, their effectiveness is limited by a lack of explanation ability when interacting with humans". Accordingly, users without a strong background on AI, require a new generation of explainable AI systems (XAI in short). They are expected to naturally interact with humans, thus providing comprehensible explanations of decisions automatically made. Thus, the goal of this special session is to discuss and disseminate the most recent advancements focused on explainable AI. The session goes a step ahead with respect to the previous events we organized in some other conferences: XAI@INLG2019, XAI@FUZZ-IEEE2019, XAI@IEEESMC, IPMU2018, FUZZ-IEEE2017, IFSA-EUSFLAT2015, EUSFLAT 2013, IEEEWCCI 2012, IEEEWCCI 2010, and joint IFSA-EUSFLAT 2009. Moreover, this session is supported by the H2020 MSCA-ITN-2019 NL4XAI project.

The aim of this session is to offer an opportunity for researchers and practitioners to identify new promising research directions on XAI and to provide a forum to disseminate and discuss XAI, with special attention to Interpretable Fuzzy Systems. Notice that about 30% of publications in Scopus (20 October 2017) regarding XAI came from authors well recognized in the field of Fuzzy Logic, as described in the following publication:

Jose M. Alonso, C. Castiello, C. Mencar, "A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field", 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Cádiz, Spain, Springer, CCIS 853:2-15, 2018.

Related Resources

FAIML 2023   2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2023)
IEEE ICA 2022   The 6th IEEE International Conference on Agents
CFMAI 2022   2022 4th International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2022)
SIUSAI 2023   2023 International Symposium on Intelligent Unmanned Systems and Artificial Intelligence (SIUSAI 2023)
EI-CFAIS 2022   2022 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2022)
FAIML 2023   2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2023)
CBW 2023   4th International Conference on Cloud, Big Data and Web Services
FLAIRS-36   36th International Florida Artificial Intelligence Research Society Conference
ISCAI 2022   2022 4th International Symposium on Computing and Artificial Intelligence (ISCAI 2022)
ICACII 2023   2nd International Conference on Advances in Computational Intelligence and Informatics