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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
Recent Trends and Future Challenges in Learning from Data

Recent Trends and Future Challenges in Learning from Data

Palumbo, Francesco
Wilhelm, Adalbert F. X.
Davino, Cristina

Paperback

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

ApplicationsDatabasesProbability & Statistics

ISBN10: 3031544676
ISBN13: 9783031544675
Publisher: Springer
Published: Aug 10 2024
Pages: 153
Weight: 0.53
Height: 0.35 Width: 6.14 Depth: 9.21
Language: English

This book collects together selected peer-reviewed contributions presented at the European Conference on Data Analysis, ECDA 2022, held in Naples, Italy, September 14-16, 2022. Highlighting the role of statistics in discovering novel and interesting patterns in the era of big data, it follows the motto of the conference: Avoiding drowning in the data: recent trends and future challenges in learning from data. The central focus is on multidisciplinary approaches to data analysis, classification, and the interface between computer science, data mining and statistics. Both methodological and applied topics are covered. The former includes supervised and unsupervised techniques with particular emphasis on advances in regression and clustering analysis and constructing composite indicators. The applications are mainly in risk analysis, biology, and education. The volume is organized into four main macro themes: methodological contributions in the social sciences and education, multivariate analysis methods for big data, innovative contributions for applications inspired by biology, and strategies for analyzing complex data in finance.

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