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Mathematical Principles of Topological and Geometric Data Analysis / / by Parvaneh Joharinad, Jürgen Jost
| Mathematical Principles of Topological and Geometric Data Analysis / / by Parvaneh Joharinad, Jürgen Jost |
| Autore | Joharinad Parvaneh |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (287 pages) |
| Disciplina | 514 |
| Altri autori (Persone) | JostJürgen |
| Collana | Mathematics of Data |
| Soggetto topico |
Mathematics
Machine learning Computer science Geometry Topology Applications of Mathematics Machine Learning Computational Geometry Topologia Anàlisi matemàtica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-33440-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Topological foundations, hypercomplexes and homology -- Weighted complexes, cohomology and Laplace operators -- The Laplace operator and the geometry of graphs -- Metric spaces and manifolds -- Linear methods: Kernels, variations, and averaging -- Nonlinear schemes: Clustering, feature extraction and dimension reduction -- Manifold learning, the scheme of Laplacian eigenmaps -- Metrics and curvature. |
| Record Nr. | UNINA-9910736025803321 |
Joharinad Parvaneh
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Regional Failure Events in Communication Networks : Models, Algorithms and Applications / / by Balázs Vass
| Regional Failure Events in Communication Networks : Models, Algorithms and Applications / / by Balázs Vass |
| Autore | Vass Balázs |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (130 pages) |
| Disciplina |
363.348
621.3820113 |
| Collana | Springer Theses, Recognizing Outstanding Ph.D. Research |
| Soggetto topico |
Computer Networks
Computer science Geometry Statistics System theory Computational Geometry Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences Complex Systems |
| ISBN |
9783031142567
9783031142550 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Formal Problem Statement -- RelatedWork -- Algorithmic Background. |
| Record Nr. | UNINA-9910590044903321 |
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Vass Balázs
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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