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Record Nr. |
UNINA9910139802803321 |
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Autore |
Dehmer Matthias |
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Titolo |
Analysis of complex networks [[electronic resource] ] : from biology to linguistics / / edited by Matthias Dehmer and Frank Emmert-Streib |
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Pubbl/distr/stampa |
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Weinheim, : Wiley-VCH, c2009 |
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ISBN |
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1-282-68269-5 |
9786612682698 |
3-527-62798-7 |
3-527-62799-5 |
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Edizione |
[1st edition] |
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Descrizione fisica |
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1 online resource (482 p.) |
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Altri autori (Persone) |
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DehmerMatthias <1968-> |
Emmert-StreibFrank |
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Disciplina |
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Soggetti |
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Mathematical analysis |
Information networks |
Graph theory |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Analysis of Complex Networks From Biology to Linguistics; Contents; Preface; List of Contributors; 1 Entropy, Orbits, and Spectra of Graphs; 1.1 Introduction; 1.2 Entropy or the Information Content of Graphs; 1.3 Groups and Graph Spectra; 1.4 Approximating Orbits; 1.4.1 The Degree of the Vertices; 1.4.2 The Point-Deleted Neighborhood Degree Vector; 1.4.3 Betweenness Centrality; 1.5 Alternative Bases for Structural Complexity; References; 2 Statistical Mechanics of Complex Networks; 2.1 Introduction; 2.1.1 Network Entropies; 2.1.2 Network Hamiltonians; 2.1.3 Network Ensembles |
2.1.4 Some Definitions of Network Measures2.2 Macroscopics: Entropies for Networks; 2.2.1 A General Set of Network Models Maximizing Generalized Entropies; 2.2.1.1 A Unified Network Model; 2.2.1.2 Famous Limits of the Unified Model; 2.2.1.3 Unified Model: Additional Features; 2.3 Microscopics: Hamiltonians of Networks - Network Thermodynamics; 2.3.1 Topological Phase Transitions; 2.3.2 A Note on Entropy; 2.4 Ensembles of Random Networks - Superstatistics; |
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