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Classification and Data Science in the Digital Age (Paperback, 1st ed. 2023)
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Classification and Data Science in the Digital Age (Paperback, 1st ed. 2023)
Series: Studies in Classification, Data Analysis, and Knowledge Organization
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The contributions gathered in this open access book focus on modern
methods for data science and classification and present a series of
real-world applications. Numerous research topics are covered,
ranging from statistical inference and modeling to clustering and
dimension reduction, from functional data analysis to time series
analysis, and network analysis. The applications reflect new
analyses in a variety of fields, including medicine, marketing,
genetics, engineering, and education. The book comprises selected
and peer-reviewed papers presented at the 17th Conference of the
International Federation of Classification Societies (IFCS 2022),
held in Porto, Portugal, July 19–23, 2022. The IFCS federates the
classification societies and the IFCS biennial conference brings
together researchers and stakeholders in the areas of Data Science,
Classification, and Machine Learning. It provides a forum for
presenting high-quality theoretical and applied works, and
promoting and fostering interdisciplinary research and
international cooperation. The intended audience is researchers and
practitioners who seek the latest developments and applications in
the field of data science and classification.
General
Imprint: |
Springer International Publishing AG
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Country of origin: |
Switzerland |
Series: |
Studies in Classification, Data Analysis, and Knowledge Organization |
Release date: |
September 2023 |
First published: |
2023 |
Editors: |
Paula Brito
• José G. Dias
• Berthold Lausen
• Angela Montanari
• Rebecca Nugent
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Dimensions: |
235 x 155mm (L x W) |
Format: |
Paperback
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Pages: |
416 |
Edition: |
1st ed. 2023 |
ISBN-13: |
978-3-03-109033-2 |
Categories: |
Books
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LSN: |
3-03-109033-0 |
Barcode: |
9783031090332 |
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