4th International IFIP Cross Domain Conference for Machine Learning & Knowledge Extraction (CD-MAKE 2020) - 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 2020 August 25 - 28, 2020 University College Dublin, Dublin, Ireland https://cd-make.net/ ******************************************************************************************
*********** CD-MAKE 2020 ************ 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: March 29,2020 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 xAI Workshop: https://human-centered.ai/explainable-ai-2020/ 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) ************ 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: March 29,2020 Author Notification: May 14, 2020 Author Registration (latest): June, 14, 2020 Camera Ready (hard deadline!): June 19, 2020 Conference: August 25 - 28, 2020 ************ SUBMISSION ************ EasyChair Submission Link: https://easychair.org/conferences/?conf=cdmake2020 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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