Overview
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1525)
Included in the following conference series:
Conference proceedings info: ECML PKDD 2021.
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About this book
The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops:
Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021)
Workshop on Parallel, Distributed and Federated Learning (PDFL 2021)
Workshop on Graph Embedding and Mining (GEM 2021)
Workshop on Machine Learning for Irregular Time-series (ML4ITS 2021)
Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2021)
Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2021)
Workshop on Bias and Fairness in AI (BIAS 2021)
Workshop on Workshop on Active Inference (IWAI 2021)
Workshop on Machine Learning for Cybersecurity (MLCS 2021)
Workshop on Machine Learning in Software Engineering (MLiSE 2021)
Workshop on MIning Data for financial applications (MIDAS 2021)
Sixth Workshop on Data Science for Social Good (SoGood 2021)
Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2021)
Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020)
Workshop on Machine Learning for Buildings Energy Management (MLBEM 2021)
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Keywords
- artificial intelligence
- computational linguistics
- computer hardware
- computer networks
- computer security
- computer systems
- data mining
- databases
- engineering
- information retrieval
- machine learning
- Natural Language Processing (NLP)
- natural languages
- network protocols
- neural networks
- semantics
- signal processing
- software design
- software engineering
Table of contents (41 papers)
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Machine Learning for CyberSecurity
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Workshop on Machine Learning in Software Engineering
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MIning DAta for financial applicationS
Other volumes
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Machine Learning and Knowledge Discovery in Databases. Research Track
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Machine Learning and Knowledge Discovery in Databases. Research Track
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Machine Learning and Knowledge Discovery in Databases. Research Track
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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track
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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track
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Machine Learning and Principles and Practice of Knowledge Discovery in Databases
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Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Editors and Affiliations
Bibliographic Information
Book Title: Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Book Subtitle: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
Editors: Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastian Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, … Guilherme Graça
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-030-93733-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-93732-4Published: 19 February 2022
eBook ISBN: 978-3-030-93733-1Published: 18 February 2022
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XXVI, 584
Number of Illustrations: 21 b/w illustrations, 135 illustrations in colour
Topics: Artificial Intelligence, Information Systems and Communication Service, Computer Appl. in Social and Behavioral Sciences, Computing Milieux, Computer Systems Organization and Communication Networks, Computer Imaging, Vision, Pattern Recognition and Graphics