Analysis of Large and Complex Data -

Analysis of Large and Complex Data

Buch | Softcover
XXVI, 656 Seiten
2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-25224-7 (ISBN)
160,49 inkl. MwSt

This book offers a snapshot of the state-of-the-art in classification at the interface between statistics, computer science and application fields. The contributions span a broad spectrum, from theoretical developments to practical applications; they all share a strong computational component. The topics addressed are from the following fields: Statistics and Data Analysis; Machine Learning and Knowledge Discovery; Data Analysis in Marketing; Data Analysis in Finance and Economics; Data Analysis in Medicine and the Life Sciences; Data Analysis in the Social, Behavioural, and Health Care Sciences; Data Analysis in Interdisciplinary Domains; Classification and Subject Indexing in Library and Information Science.

The book presents selected papers from the Second European Conference on Data Analysis, held at Jacobs University Bremen in July 2014. This conference unites diverse researchers in the pursuit of a common topic, creating truly unique synergies in the process.

Part I Invited Papers.- Part II Big Data.- Part III Clustering.- Part IV Classification.- Part V Regression and other Statistical Techniques.- Part VI Applications.- Part VII Data Analysis in Marketing.- Part VIII Data Analysis in Finance.- Part IX Data Analysis in Medicine and Life Sciences.- Part X Data Analysis in Musicology.- Part XI Data Analysis in Interdisciplinary Domains.- Part XII Data Analysis in Social, Behavioural and Health Care Sciences.- Part XIII Data Analysis in Library Science.-

Erscheinungsdatum
Reihe/Serie Studies in Classification, Data Analysis, and Knowledge Organization
Zusatzinfo XXVI, 656 p. 171 illus., 32 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Mathematik Computerprogramme / Computeralgebra
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Big Data • Biostatistics • classification • cluster analysis • Complex Data • Computational Statistics • Data Analysis • data mining and knowledge discovery • mathematics and statistics • musicology • Probability and Statistics in Computer Science • Statistics and Computing/Statistics Programs • Statistics for Business/Economics/Mathematical Fin • Statistics for Life Sciences, Medicine, Health Sci
ISBN-10 3-319-25224-0 / 3319252240
ISBN-13 978-3-319-25224-7 / 9783319252247
Zustand Neuware
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