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Seriation in Combinatorial and Statistical Data Analysis
Hardcover
Series: Advanced Information and Knowledge Processing
DatabasesGeneral ComputersProbability & Statistics
ISBN13: 9783030926939
Publisher: Springer
Published: Mar 5 2022
Pages: 277
Weight: 1.29
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English
Relative to a data table crossing a set of objects and a set of descriptive attributes, the search for orders which correspond respectively to these two sets is formalized mathematically and statistically.
State-of-the-art methods are created and compared with classical methods and a thorough understanding of the mutual relationships between these methods is clearly expressed. The authors distinguish two families of methods:
- Geometric representation methods
- Algorithmic and Combinatorial methods
Original and accurate methods are provided in the framework for both families. Their basis and comparison is made on both theoretical and experimental levels. The experimental analysis is very varied and very comprehensive. Seriation in Combinatorial and Statistical Data Analysis has a unique character in the literature falling within the fields of Data Analysis, Data Mining and Knowledge Discovery. It will be a valuable resource for students and researchers in the latter fields.
1 different editions
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Seriation in Combinatorial and Statistical Data Analysis
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Leredde, Henri
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