Classification and Data Science in the Digital Age

• Other Authors: Brito, Paula (Editor), Dias, José G. (Editor), Lausen, Berthold (Editor), Montanari, Angela (Editor), Nugent, Rebecca (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Cham Springer Nature 2023
• Series: Studies in Classification, Data Analysis, and Knowledge Organization
• Subjects: Algorithms & data structures; Artificial intelligence; Mathematical & statistical software; Machine learning; Data mining; Probability & statistics; Classification; Data Science; Clustering; Statistical Learning; Machine Learning; Data Analysis; Mutlivariate Analysis; Statistical Inference; Dimension Reduction; Functional Data Analysis; Time Series Analysis; Network Analysis
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...