posted by user: Aholzinger || 467 views || tracked by 4 users: [display]

MAKE-exAI 2019 : Machine Learning & Knowledge Extraction Workshop on explainable Artificial Intelligence

FacebookTwitterLinkedInGoogle

Link: https://hci-kdd.org/make-explainable-artificial-intelligence-2019/
 
When Aug 26, 2019 - Aug 29, 2019
Where Canterbury
Submission Deadline Apr 22, 2019
Notification Due May 24, 2019
Final Version Due Jun 23, 2019
Categories    explainability   causality   explainable ai   transparent machine learning
 

Call For Papers

In line with the general theme of the CD-MAKE conference of augmenting human intelligence with artificial intelligence, and Science is to test crazy ideas – Engineering is to bring these ideas into Business – we foster cross-disciplinary and interdisciplinary work including but not limited to:

Novel methods, algorithms, tools, procedures for supporting explainability in AI/ML
Proof-of-concepts and demonstrators of how to integrate explainable AI into workflows and industrial processes
Frameworks, architectures, algorithms and tools to support post-hoc and ante-hoc explainability
Work on causality machine learning
Theoretical approaches of explainability (“What makes a good explanation?”)
Philsophical approaches of explainability (“When is it enough, do we have a degree of saturation?”)
Towards argumentation theories of explanation and issues of cognition
Comparison Human intelligence vs. Artificial Intelligence (HCI — KDD)
Interactive machine learning with human(s)-in-the-loop (crowd intelligence)
Explanatory User Interfaces and Human-Computer Interaction (HCI) for explainable AI
Novel Intelligent User Interfaces and affective computing approaches
Fairness, accountability and trust
Ethical aspects and law, legal issues and social responsibility
Business aspects of explainable AI
Self-explanatory agents and decision support systems
Explanation agents and recommender systems
Combination of statistical learning approaches with large knowledge repositories (ontologies)

Related Resources

ICMLA 2019   18th IEEE International Conference on Machine Learning and Applications
CD-MAKE 2019   IFIP Cross Domain Conference for Machine Learning and Knowledge Extraction
ICTEL 2019   21st ICTEL 2019 – International Conference on Teaching, Education & Learning, 14-15 October, Prague
ICTEL 2019   22nd ICTEL 2019 – International Conference on Teaching, Education & Learning, 14-15 October, Bangkok
ICAIML 2019   【Atlantis CPCI Web of Science】2019 1st International Conference on Artificial Intelligence and Machine Learning
AAAI-MAKE 2019   AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering
ACM--ICMLC--Ei and Scopus 2020   ACM--2020 12th International Conference on Machine Learning and Computing (ICMLC 2020)--SCOPUS, Ei Compendex
user2agent 2019   IUI 2019 Workshop on User-Aware Conversational Agents
Biometrics 2019   Special Issue on Recent Advances in Biometrics and its Applications
CDMA 2020   6th Int’l Conference on Data Science and Machine Learning Applications (CDMA 2020)