Machine learning and principles and practice of knowledge discovery in databases : international workshops of ECML PKDD 2021, virtual event, September 13-17, 2021 : proceedings. Part II / Michael Kamp [and others], (eds.).
2021
Q325.5 .M33 2021
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Title
Machine learning and principles and practice of knowledge discovery in databases : international workshops of ECML PKDD 2021, virtual event, September 13-17, 2021 : proceedings. Part II / Michael Kamp [and others], (eds.).
ISBN
9783030937331 (electronic bk.)
303093733X (electronic bk.)
9783030937324
3030937321
303093733X (electronic bk.)
9783030937324
3030937321
Published
Cham : Springer, [2021]
Copyright
©2021
Language
English
Description
1 online resource : illustrations (chiefly color).
Item Number
10.1007/978-3-030-93733-1 doi
Call Number
Q325.5 .M33 2021
Dewey Decimal Classification
006.3/1
Summary
This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. 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).
Note
International conference proceedings.
Includes author index.
Includes author index.
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Access limited to authorized users.
Source of Description
Description based on print version record.
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Series
Communications in computer and information science ; 1525.
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Table of Contents
Machine Learning for CyberSecurity
Workshop on Machine Learning in Softtware Engineering
MIning DAta for financial applicationS
Sixth Workshop on Data Science for Social Good (SoGood 2021)
Machine Learning for Pharma and Healthcare Applications
Machine Learning for Buildings Energy Management.
Workshop on Machine Learning in Softtware Engineering
MIning DAta for financial applicationS
Sixth Workshop on Data Science for Social Good (SoGood 2021)
Machine Learning for Pharma and Healthcare Applications
Machine Learning for Buildings Energy Management.