Overview
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1168)
Included in the following conference series:
Conference proceedings info: ECML PKDD 2019.
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Table of contents (64 papers)
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Second International Workshop on Knowledge Discovery and User Modeling for Smart Cities (UMCit)
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Workshop on Data Integration and Applications (DINA)
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Machine Learning for Cybersecurity (MLCS)
Other volumes
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Machine Learning and Knowledge Discovery in Databases
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Machine Learning and Knowledge Discovery in Databases
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Machine Learning and Knowledge Discovery in Databases
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Machine Learning and Knowledge Discovery in Databases
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Machine Learning and Knowledge Discovery in Databases
Keywords
- artificial intelligence
- computer systems
- machine learning
- databases
- data mining
- signal processing
- information retrieval
- computer networks
- Natural Language Processing (NLP)
- network protocols
- neural networks
- computational linguistics
- computer vision
- image processing
- correlation analysis
- speech recognition
- computer security
- deep learning
- Human-Computer Interaction (HCI)
- data security
About this book
The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed and selected from 200 submissions. The two volumes (CCIS 1167 and CCIS 1168) present the papers that have been accepted for the following workshops: Workshop on Automating Data Science, ADS 2019; Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, AIMLAI-XKDD 2019; Workshop on Decentralized Machine Learning at the Edge, DMLE 2019; Workshop on Advances in Managing and Mining Large Evolving Graphs, LEG 2019; Workshop on Data and Machine Learning Advances with Multiple Views; Workshop on New Trends in Representation Learning with KnowledgeGraphs; Workshop on Data Science for Social Good, SoGood 2019; Workshop on Knowledge Discovery and User Modelling for Smart Cities, UMCIT 2019; Workshop on Data Integration and Applications Workshop, DINA 2019; Workshop on Machine Learning for Cybersecurity, MLCS 2019; Workshop on Sports Analytics: Machine Learning and Data Mining for Sports Analytics, MLSA 2019; Workshop on Categorising Different Types of Online Harassment Languages in Social Media; Workshop on IoT Stream for Data Driven Predictive Maintenance, IoTStream 2019; Workshop on Machine Learning and Music, MML 2019; Workshop on Large-Scale Biomedical Semantic Indexing and Question Answering, BioASQ 2019.
Editors and Affiliations
Bibliographic Information
Book Title: Machine Learning and Knowledge Discovery in Databases
Book Subtitle: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II
Editors: Peggy Cellier, Kurt Driessens
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-030-43887-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-43886-9Published: 28 March 2020
eBook ISBN: 978-3-030-43887-6Published: 27 March 2020
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XIX, 745
Number of Illustrations: 71 b/w illustrations, 169 illustrations in colour
Topics: Artificial Intelligence, Computer Applications, Information Systems Applications (incl. Internet), Computers and Education, Database Management, Data Mining and Knowledge Discovery
Industry Sectors: Aerospace, Automotive, Biotechnology, Chemical Manufacturing, Consumer Packaged Goods, Electronics, Energy, Utilities & Environment, Engineering, Finance, Business & Banking, Health & Hospitals, IT & Software, Law, Materials & Steel, Oil, Gas & Geosciences, Pharma, Telecommunications