5th International IFIP Cross Domain Conference for Machine Learning & Knowledge Extraction (CD-MAKE 2021) - CALL FOR PAPERS ****************************************************************************************** CD-MAKE is a joint effort of IFIP TC 5, TC 12, IFIP WG 8.4, WG 8.9 and WG 12.9 and is held in conjunction with the International Conference on Availability, Reliability & Security, ARES 2021 August 17 - 20, 2021 TU Wien, Vienna, Austria https://cd-make.net/ ******************************************************************************************
*********** CD-MAKE 2021 ************ Machine learning and Knowledge Extraction (MAKE) is the workhorse of Artificial Intelligence (AI). Successful human-centered AI needs a concerted effort without boundaries, supporting collaborative and integrative cross-disciplinary research between experts cross-domain. Paper Submission Deadline: extended to April 15, 2021 The goal of the CD-MAKE conference is to act as a catalysator, to bring together academia and industry in a cross-disciplinary manner, to stimulate fresh ideas and to support human-centered AI: 1) DATA - data fusion, preprocessing, mapping, knowledge representation, environments, etc. 2) LEARNING - algorithms, contextual adaptation, causal reasoning, transfer learning, etc. 3) VISUALIZATION - intelligent interfaces, human-AI interaction, dialogue systems, explanation interfaces, etc. 4) PRIVACY - data protection, safety, security, reliability, verifiability, trust, ethics and social issues, etc. 5) NETWORK - graphical models, graph-based machine learning, Bayesian inference, etc. 6) TOPOLOGY - geometrical machine learning, topological and manifold learning, etc. 7) ENTROPY - time and machine learning, entropy-based learning, etc. In line with CD-MAKE we organize: * the MAKEblockchains 2021 special track: https://cd-make.net/makeblockchains/ * the xAI Workshop: https://human-centered.ai/explainable-ai-workshop-2021/ * the WAMAKE Workshop: https://cd-make.net/wamake-2021/ Each paper will be reviewed by at least three experts from the conference committee. Accepted Papers will appear in Springer Lecture Notes in Computer Science (LNCS) COVID-Information The safety and well-being of all conference participants is our top priority, therefore after studying and evaluating the current COVID situation, we decided to convert ARES & CD-MAKE 2021 into an all-digital conference experience. The dates of the conference will remain the same. We will be happy to organize an in person event in Vienna in addition to the virtual conference, if the COVID situation will allow. ************ CONFERENCE OFFICERS ************ Andreas HOLZINGER, Holzinger Group HCI-KDD, Medical University Graz, Austria Peter KIESEBERG, St. Pölten University of Applied Sciences, Austria Edgar WEIPPL, SBA Research, Austria A Min TJOA, Vienna University of Technology, Austria ************ IMPORTANT DATES ************ Paper Submission Deadline: extended to April 15, 2021 Author Notification: May 27, 2021 Camera Ready (hard deadline!): June 18, 2021 Conference: August 17 - 20, 2021 ************ SUBMISSION ************ EasyChair Submission Link: https://easychair.org/conferences/?conf=cdmake2021 Detailed submission information can be found here: https://cd-make.net/submission/ ************ PROGRAM COMMITTEE ************ the program committee can be found here: https://cd-make.net/committees/
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