Classification and data science in the digital age / Paula Brito, José G. Dias, Berthold Lausen, Angela Montanari, Rebecca Nugent, editors.

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 functiona...

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Bibliographic Details
Corporate Author: International Federation of Classification Societies. Conference
Other Authors: Brito, Paula (Editor), Dias, José Gonçalves (Editor), Lausen, Berthold, 1961- (Editor), Montanari, Angela (Editor), Nugent, Rebecca, 1976- (Editor)
Format: eBook
Language:English
Published: Cham : Springer, 2023.
Series:Studies in classification, data analysis, and knowledge organization.
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Online Access:Click for online access
Description
Summary: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 1923, 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.
Item Description:Selected conference papers.
Physical Description:1 online resource.
ISBN:9783031090349
3031090349
Access:Open access.
Open Access
Source of Description, Etc. Note:Print version record.