Foundations and methods in combinatorial and statistical data analysis and clustering. ([2016])

• Record Type: Book
• Further Information: Note: Israël César Lerman.
• Authors: Lerman, Israël César
• Contents: Preface -- On Some Facets of the Partition Set of a Finite Set -- Two Methods of Non-hierarchical Clustering -- Structure and Mathematical Representation of Data -- Ordinal and Metrical Analysis of the Resemblance Notion -- Comparing Attributes by a Probabilistic and Statistical Association I -- Comparing Attributes by a Probabilistic and Statistical Association II -- Comparing Objects or Categories Described by Attributes -- The Notion of "Natural" Class, Tools for its Interpretation. The Classifiability Concept -- Quality Measures in Clustering -- Building a Classification Tree -- Applying the LLA Method to Real Data -- Conclusion and Thoughts for Future Works.
• Publisher Details: London : Springer
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource
• Subjects: 511/.6; Computer science; Combinatorial analysis; Document clustering; Quantitative research; MATHEMATICS -- General; Combinatorial analysis; Document clustering; Quantitative research; Computers -- Mathematical & Statistical Software; Mathematics -- Combinatorics; Mathematical & statistical software; Combinatorics & graph theory; Data mining; Mathematical statistics; Combinatorics; Computers -- Database Management -- Data Mining; Data mining; Electronic books
• Languages: English
• ISBNs: 9781447167938; 1447167937; 1447167910; 9781447167914
• Related ISBNs: 9781447167914
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (EBSCO, viewed March 30, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.