Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12279)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): CD-MAKE: International Cross-Domain Conference for Machine Learning and Knowledge Extraction
Conference proceedings info: CD-MAKE 2020.
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Table of contents (30 papers)
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Front Matter
About this book
This book constitutes the refereed proceedings of the 4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, held in Dublin, Ireland, in August 2020.
The 30 revised full papers presented were carefully reviewed and selected from 140 submissions. The cross-domain integration and appraisal of different fields provides an atmosphere to foster different perspectives and opinions; it will offer a platform for novel ideas and a fresh look on the methodologies to put these ideas into business for the benefit of humanity.
Due to the Corona pandemic CD-MAKE 2020 was held as a virtual event.
Keywords
- cyber-insurance
- risk management
- risk modelling
- application of social network analysis techniques
- security and privacy
- interactive machine learning
- automatic user interface generation
- semantic web
- internet of everything
- user interface ontologies
- commercial exchange
- natural language generation
- sentiment analysis
- text classification
- metric spaces
- anonymization
- machine learning
- k-anonymity
- data synthetization
- privacy preserving data publishing
Editors and Affiliations
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Human-Centered AI Lab, Institute for Medical Informatics, Statistics and Doumentation, Medical University Graz, Graz, Austria
Andreas Holzinger
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UAS St. Pölten, St. Pölten, Austria
Peter Kieseberg
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Institute of Software Technology and Interactive Systems, Technical University of Vienna, Vienna, Austria
A Min Tjoa
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SBA Research, Vienna, Austria
Edgar Weippl
Bibliographic Information
Book Title: Machine Learning and Knowledge Extraction
Book Subtitle: 4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, Dublin, Ireland, August 25–28, 2020, Proceedings
Editors: Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-57321-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: IFIP International Federation for Information Processing 2020
Softcover ISBN: 978-3-030-57320-1Published: 21 August 2020
eBook ISBN: 978-3-030-57321-8Published: 19 August 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 552
Number of Illustrations: 59 b/w illustrations, 112 illustrations in colour
Topics: Artificial Intelligence, Computer Imaging, Vision, Pattern Recognition and Graphics, Software Engineering/Programming and Operating Systems, Computing Milieux, Computer Applications
