Publication

Machine Learning and Data Analysis in Astroinformatics

Biehl, M., Bunte, K., Longo, G. & Tino, P., Apr-2018, ESANN, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Verleysen, M. (ed.). Ciaco - i6doc.com, Vol. 26. p. 307-314 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Astroinformatics is a new discipline at the cross-road of astronomy, advanced statistics and computer science. With next generation sky surveys, space missions and modern instrumentation astronomy will enter the Petascale regime raising the demand for advanced computer science techniques with hard- and software solutions for data management, analysis, efficient automation and knowledge discovery. This tutorial reviews important developments in astroinformatics over the past years and discusses some relevant research questions and concrete problems. The contribution ends with a short review of the special session papers in these proceedings, as well as perspectives and challenges for the near future.
Original languageEnglish
Title of host publicationESANN, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
EditorsMichel Verleysen
PublisherCiaco - i6doc.com
Pages307-314
Number of pages8
Volume26
ISBN (Electronic)978-287-587-048-3
ISBN (Print)978-287-587-047-6
Publication statusPublished - Apr-2018
EventSpecial Session at ESANN 2018: Machine Learning and Data Analysis in Astroinformatics - Brugge, Belgium
Duration: 25-Apr-201827-Apr-2018
https://www.elen.ucl.ac.be/esann/index.php?pg=specsess#astroinformatics

Conference

ConferenceSpecial Session at ESANN 2018
CountryBelgium
CityBrugge
Period25/04/201827/04/2018
Internet address

Event

Special Session at ESANN 2018: Machine Learning and Data Analysis in Astroinformatics

25/04/201827/04/2018

Brugge, Belgium

Event: Conference

Related Activities
  1. European Symposium on Artificial Neural Networks, Computational Intelligence, and Machine Learning

    Michael Biehl (Contributor), Aleke Nolte (Contributor), Kerstin Bunte (Contributor), Mohammad Mohammadi (Contributor)
    25-Apr-201827-Apr-2018

    Activity: Participating in or organising an eventParticipation in conferenceAcademic

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