ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings

Irena Koprinska; Michael Kamp; Annalisa Appice; Corrado Loglisci; Luiza Antonie; Albrecht Zimmermann; Riccardo Guidotti; Özlem Özgöbek; Rita P. Ribeiro; Ricard Gavaldà; João Gama; Linara Adilova; Yamuna Krishnamurthy; Pedro M. Ferreira; Donato Malerba; Ibéria Medeiros; Michelangelo Ceci; Giuseppe Manco; Elio Masciari; Zbigniew W. Ras; Peter Christen; Eirini Ntoutsi; Erich Schubert; Arthur Zimek; Anna Monreale; Przemyslaw Biecek; Salvatore Rinzivillo; Benjamin Kille; Andreas Lommatzsch; Jon Atle Gulla

doi:10.1007/978-3-030-65965-3

ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings

Irena Koprinska (Editor), Michael Kamp (Editor), Annalisa Appice (Editor), Corrado Loglisci (Editor), Luiza Antonie (Editor), Albrecht Zimmermann, Riccardo Guidotti (Editor), Özlem Özgöbek (Editor), Rita P. Ribeiro (Editor), Ricard Gavaldà (Editor), João Gama (Editor), Linara Adilova (Editor), Yamuna Krishnamurthy (Editor), Pedro M. Ferreira (Editor), Donato Malerba (Editor), Ibéria Medeiros (Editor), Michelangelo Ceci (Editor), Giuseppe Manco (Editor), Elio Masciari (Editor), Zbigniew W. Ras (Editor)Peter Christen (Editor), Eirini Ntoutsi, Erich Schubert, Arthur Zimek (Editor), Anna Monreale (Editor), Przemyslaw Biecek (Editor), Salvatore Rinzivillo (Editor), Benjamin Kille (Editor), Andreas Lommatzsch (Editor), Jon Atle Gulla (Editor)

Department of Mathematics and Computer Science

Research output: Book/report › Anthology › Research › peer-review

Abstract

This volume constitutes the refereed proceedings of the workshops which complemented the 20th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2020. Due to the COVID-19 pandemic the conference and workshops were held online.

The 43 papers presented in volume were carefully reviewed and selected from numerous submissions. The volume presents the papers that have been accepted for the following workshops: 5th Workshop on Data Science for Social Good, SoGood 2020; Workshop on Parallel, Distributed and Federated Learning, PDFL 2020; Second Workshop on Machine Learning for Cybersecurity, MLCS 2020, 9th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2020, Workshop on Data Integration and Applications, DINA 2020, Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning, EDML 2020, Second International Workshop on eXplainable Knowledge Discovery in Data Mining, XKDD 2020; 8th International Workshop on News Recommendation and Analytics, INRA 2020.

Original language	English

Publisher	Springer
Number of pages	619
ISBN (Print)	978-3-030-65964-6
ISBN (Electronic)	978-3-030-65965-3
DOIs	https://doi.org/10.1007/978-3-030-65965-3
Publication status	Published - 2020
Event	Evaluation and Experimental Design in Data Mining and Machine Learning - virtual, Ghent, Belgium Duration: 14. Sept 2020 → 14. Sept 2020 Conference number: 2nd https://imada.sdu.dk/Research/EDML/2020/

Series	Communications in Computer and Information Science
Volume	1323
ISSN	1865-0929

Workshop

Workshop	Evaluation and Experimental Design in Data Mining and Machine Learning
Number	2nd
Location	virtual
Country/Territory	Belgium
City	Ghent
Period	14/09/2020 → 14/09/2020
Internet address	https://imada.sdu.dk/Research/EDML/2020/

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10.1007/978-3-030-65965-3

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Dive into the research topics of 'ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings'. Together they form a unique fingerprint.

Evaluation and Experimental Design in Data Mining and Machine Learning
Ntoutsi, E. (Organizer), Schubert, E. (Organizer), Zimek, A. (Organizer) & Zimmermann, A. (Organizer)
Oct 2019 → Oct 2020
Activity: Attending an event › Organisation or participation in workshops, courses or seminars

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Koprinska, I. (Ed.), Kamp, M. (Ed.), Appice, A. (Ed.), Loglisci, C. (Ed.), Antonie, L. (Ed.), Zimmermann, A., Guidotti, R. (Ed.), Özgöbek, Ö. (Ed.), Ribeiro, R. P. (Ed.), Gavaldà, R. (Ed.), Gama, J. (Ed.), Adilova, L. (Ed.), Krishnamurthy, Y. (Ed.), Ferreira, P. M. (Ed.), Malerba, D. (Ed.), Medeiros, I. (Ed.), Ceci, M. (Ed.), Manco, G. (Ed.), Masciari, E. (Ed.), ... Gulla, J. A. (Ed.) (2020). ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. Springer. Communications in Computer and Information Science Vol. 1323 https://doi.org/10.1007/978-3-030-65965-3

Koprinska, Irena (Editor) ; Kamp, Michael (Editor) ; Appice, Annalisa (Editor) et al. / ECML PKDD 2020 Workshops : Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. Springer, 2020. 619 p. (Communications in Computer and Information Science, Vol. 1323).

@book{180511f4cd114192a62bd0d91dbf931e,

title = "ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings",

abstract = "This volume constitutes the refereed proceedings of the workshops which complemented the 20th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2020. Due to the COVID-19 pandemic the conference and workshops were held online. The 43 papers presented in volume were carefully reviewed and selected from numerous submissions. The volume presents the papers that have been accepted for the following workshops: 5th Workshop on Data Science for Social Good, SoGood 2020; Workshop on Parallel, Distributed and Federated Learning, PDFL 2020; Second Workshop on Machine Learning for Cybersecurity, MLCS 2020, 9th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2020, Workshop on Data Integration and Applications, DINA 2020, Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning, EDML 2020, Second International Workshop on eXplainable Knowledge Discovery in Data Mining, XKDD 2020; 8th International Workshop on News Recommendation and Analytics, INRA 2020. ",

author = "Albrecht Zimmermann and Eirini Ntoutsi and Erich Schubert",

editor = "Irena Koprinska and Michael Kamp and Annalisa Appice and Corrado Loglisci and Luiza Antonie and Riccardo Guidotti and {\"O}zlem {\"O}zg{\"o}bek and Ribeiro, {Rita P.} and Ricard Gavald{\`a} and Jo{\~a}o Gama and Linara Adilova and Yamuna Krishnamurthy and Ferreira, {Pedro M.} and Donato Malerba and Ib{\'e}ria Medeiros and Michelangelo Ceci and Giuseppe Manco and Elio Masciari and Ras, {Zbigniew W.} and Peter Christen and Arthur Zimek and Anna Monreale and Przemyslaw Biecek and Salvatore Rinzivillo and Benjamin Kille and Andreas Lommatzsch and Gulla, {Jon Atle}",

year = "2020",

doi = "10.1007/978-3-030-65965-3",

language = "English",

isbn = "978-3-030-65964-6",

series = "Communications in Computer and Information Science",

publisher = "Springer",

address = "Germany",

note = "Evaluation and Experimental Design in Data Mining and Machine Learning, EDML ; Conference date: 14-09-2020 Through 14-09-2020",

url = "https://imada.sdu.dk/Research/EDML/2020/",

}

Koprinska, I (ed.), Kamp, M (ed.), Appice, A (ed.), Loglisci, C (ed.), Antonie, L (ed.), Zimmermann, A, Guidotti, R (ed.), Özgöbek, Ö (ed.), Ribeiro, RP (ed.), Gavaldà, R (ed.), Gama, J (ed.), Adilova, L (ed.), Krishnamurthy, Y (ed.), Ferreira, PM (ed.), Malerba, D (ed.), Medeiros, I (ed.), Ceci, M (ed.), Manco, G (ed.), Masciari, E (ed.), Ras, ZW (ed.), Christen, P (ed.), Ntoutsi, E, Schubert, E, Zimek, A (ed.), Monreale, A (ed.), Biecek, P (ed.), Rinzivillo, S (ed.), Kille, B (ed.), Lommatzsch, A (ed.) & Gulla, JA (ed.) 2020, ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. Communications in Computer and Information Science, vol. 1323, Springer. https://doi.org/10.1007/978-3-030-65965-3

ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. / Koprinska, Irena (Editor); Kamp, Michael (Editor); Appice, Annalisa (Editor) et al.
Springer, 2020. 619 p. (Communications in Computer and Information Science, Vol. 1323).

Research output: Book/report › Anthology › Research › peer-review

TY - BOOK

T1 - ECML PKDD 2020 Workshops

T2 - Evaluation and Experimental Design in Data Mining and Machine Learning

AU - Zimmermann, Albrecht

AU - Ntoutsi, Eirini

AU - Schubert, Erich

A2 - Koprinska, Irena

A2 - Kamp, Michael

A2 - Appice, Annalisa

A2 - Loglisci, Corrado

A2 - Antonie, Luiza

A2 - Guidotti, Riccardo

A2 - Özgöbek, Özlem

A2 - Ribeiro, Rita P.

A2 - Gavaldà, Ricard

A2 - Gama, João

A2 - Adilova, Linara

A2 - Krishnamurthy, Yamuna

A2 - Ferreira, Pedro M.

A2 - Malerba, Donato

A2 - Medeiros, Ibéria

A2 - Ceci, Michelangelo

A2 - Manco, Giuseppe

A2 - Masciari, Elio

A2 - Ras, Zbigniew W.

A2 - Christen, Peter

A2 - Zimek, Arthur

A2 - Monreale, Anna

A2 - Biecek, Przemyslaw

A2 - Rinzivillo, Salvatore

A2 - Kille, Benjamin

A2 - Lommatzsch, Andreas

A2 - Gulla, Jon Atle

N1 - Conference code: 2nd

PY - 2020

Y1 - 2020

N2 - This volume constitutes the refereed proceedings of the workshops which complemented the 20th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2020. Due to the COVID-19 pandemic the conference and workshops were held online. The 43 papers presented in volume were carefully reviewed and selected from numerous submissions. The volume presents the papers that have been accepted for the following workshops: 5th Workshop on Data Science for Social Good, SoGood 2020; Workshop on Parallel, Distributed and Federated Learning, PDFL 2020; Second Workshop on Machine Learning for Cybersecurity, MLCS 2020, 9th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2020, Workshop on Data Integration and Applications, DINA 2020, Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning, EDML 2020, Second International Workshop on eXplainable Knowledge Discovery in Data Mining, XKDD 2020; 8th International Workshop on News Recommendation and Analytics, INRA 2020.

AB - This volume constitutes the refereed proceedings of the workshops which complemented the 20th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2020. Due to the COVID-19 pandemic the conference and workshops were held online. The 43 papers presented in volume were carefully reviewed and selected from numerous submissions. The volume presents the papers that have been accepted for the following workshops: 5th Workshop on Data Science for Social Good, SoGood 2020; Workshop on Parallel, Distributed and Federated Learning, PDFL 2020; Second Workshop on Machine Learning for Cybersecurity, MLCS 2020, 9th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2020, Workshop on Data Integration and Applications, DINA 2020, Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning, EDML 2020, Second International Workshop on eXplainable Knowledge Discovery in Data Mining, XKDD 2020; 8th International Workshop on News Recommendation and Analytics, INRA 2020.

U2 - 10.1007/978-3-030-65965-3

DO - 10.1007/978-3-030-65965-3

M3 - Anthology

SN - 978-3-030-65964-6

T3 - Communications in Computer and Information Science

BT - ECML PKDD 2020 Workshops

PB - Springer

Y2 - 14 September 2020 through 14 September 2020

ER -

Koprinska I, (ed.), Kamp M, (ed.), Appice A, (ed.), Loglisci C, (ed.), Antonie L, (ed.), Zimmermann A et al. ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. Springer, 2020. 619 p. (Communications in Computer and Information Science, Vol. 1323). doi: 10.1007/978-3-030-65965-3

ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings

Abstract

Workshop

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Evaluation and Experimental Design in Data Mining and Machine Learning

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