Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Supervised and Unsupervised Statistical Data Analysis

Supervised and Unsupervised Statistical Data Analysis

D'Ambrosio, Antonio
de Rooij, Mark
de Roover, Kim

Paperback

Series: Studies in Classification, Data Analysis, and Knowledge Orga

ApplicationsGeneral ComputersProbability & Statistics

ISBN10: 3032030412
ISBN13: 9783032030412
Publisher: Springer
Published: Sep 8 2025
Pages: 354
Weight: 1.13
Height: 0.76 Width: 6.14 Depth: 9.21
Language: English
The contributions in this book offer new insights into the theoretical and practical challenges of supervised and unsupervised learning, highlighting the remarkable breadth of contemporary statistical research while maintaining methodological rigor. Innovative approaches to statistical modeling, addressing spatial dependencies and circular data structures, are presented alongside significant advances in interpretable machine learning that reconcile statistical precision with algorithmic transparency. Particularly noteworthy is the volume's treatment of complex data structures, including novel methods for network analysis, high-dimensional clustering, temporal pattern recognition and optimization techniques. The volume interweaves methodological innovation and practical relevance, and the applications span diverse domains, including the social sciences and biomedical engineering, each demonstrating the effective translation of statistical theory into real-world impact.

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