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Data Science Foundations

Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics
BuchGebunden
224 Seiten
Englisch
CRC Presserschienen am07.09.2017
This book is designed to provide a new framework for Data Science, based on a solid foundation in mathematics and computational science. It is written in an accessible style, for readers who are engaged with the subject but not necessarily experts in all aspects.mehr
Verfügbare Formate
BuchGebunden
EUR116,50
E-BookPDFDRM AdobeE-Book
EUR61,99
E-BookEPUBDRM AdobeE-Book
EUR61,99

Produkt

KlappentextThis book is designed to provide a new framework for Data Science, based on a solid foundation in mathematics and computational science. It is written in an accessible style, for readers who are engaged with the subject but not necessarily experts in all aspects.
Details
ISBN/GTIN978-1-4987-6393-6
ProduktartBuch
EinbandartGebunden
FormatGenäht
Verlag
Erscheinungsjahr2017
Erscheinungsdatum07.09.2017
Seiten224 Seiten
SpracheEnglisch
MasseBreite 177 mm, Höhe 261 mm, Dicke 20 mm
Gewicht570 g
Artikel-Nr.41865299

Inhalt/Kritik

Inhaltsverzeichnis
PrefacePart I. Narratives from Film and Literature, from Social Media and Contemporary LifeThe Correspondence Analysis Platform for Mapping SemanticsAnalysis and Synthesis of Narrative: Semantics of Interactivity Part II. Foundations of Analytics through the Geometry and Topology of Complex SystemsSymmetry in Data Mining and Analysis through HierarchyGeometry and Topology of Data Analysis: in p-Adic TermsPart III. New Challenges and New Solutions for Information Search and DiscoveryFast, Linear Time, m-Adic Hierarchical ClusteringBig Data Scaling through Metric MappingPart IV. New Frontiers: New Vistas on Information, Cognition and on the Human MindOn Ultrametric Algorithmic InformationGeometry and Topology of Matte Blanco's Bi-Logic in PsychoanalyticsUltrametric Model of Mind: Application to Text Content AnalysisConcluding Discussion on Software Environmentsmehr

Autor

Fionn Murtagh's very first post after his PhD was educational research at a national level, followed by nuclear energy risk assessment. He then worked for a dozen years on the Hubble Space Telescope, as a European Space Agency Senior Scientist. Following many Professor of Computer Science positions, teaching and research, and senior management positions in Ireland, France, USA and UK, he is very happy now to be advancing data science as Professor of Data Science, and Director, Centre for Mathematics and Data Science, at the University of Huddersfield.