Overview
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1167)
Included in the following conference series:
Conference proceedings info: ECML PKDD 2019.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (52 papers)
-
Automating Data Science
-
Advances in Interpretable Machine Learning and Artificial Intelligence & eXplainable Knowledge Discovery in Data Mining (AIMLAI-XKDD)
Other volumes
-
Machine Learning and Knowledge Discovery in Databases
-
Machine Learning and Knowledge Discovery in Databases
-
Machine Learning and Knowledge Discovery in Databases
-
Machine Learning and Knowledge Discovery in Databases
-
Machine Learning and Knowledge Discovery in Databases
Keywords
- artificial intelligence
- computer hardware
- computer networks
- computer programming
- computer systems
- computer vision
- data mining
- databases
- engineering
- fuzzy sets
- image analysis
- image processing
- information retrieval
- machine learning
- mathematics
- matrix algebra
- network protocols
- neural networks
- signal processing
- telecommunication systems
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.
The chapter "Supervised Human-guided Data Exploration" is published open access under a Creative Commons Attribution 4.0 International license (CC BY).
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 I
Editors: Peggy Cellier, Kurt Driessens
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-030-43823-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-43822-7Published: 28 March 2020
eBook ISBN: 978-3-030-43823-4Published: 27 March 2020
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XX, 679
Number of Illustrations: 168 b/w illustrations, 157 illustrations in colour
Topics: Artificial Intelligence, Computer Applications, Computers and Education, Information Systems Applications (incl. Internet), Computer Communication Networks, Computer Imaging, Vision, Pattern Recognition and Graphics