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.
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.
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.
Inhaltsangabe
PrefacePart I. Narratives from Film and Literature, from Social Media and Contemporary Life The Correspondence Analysis Platform for Mapping Semantics Analysis and Synthesis of Narrative: Semantics of Interactivity Part II. Foundations of Analytics through the Geometry and Topology of Complex Systems Symmetry in Data Mining and Analysis through Hierarchy Geometry and Topology of Data Analysis: in p-Adic Terms Part III. New Challenges and New Solutions for Information Search and Discovery Fast, Linear Time, m-Adic Hierarchical Clustering Big Data Scaling through Metric Mapping Part IV. New Frontiers: New Vistas on Information, Cognition and on the Human Mind On Ultrametric Algorithmic Information Geometry and Topology of Matte Blanco's Bi-Logic in Psychoanalytics Ultrametric Model of Mind: Application to Text Content Analysis Concluding Discussion on Software Environments
PrefacePart I. Narratives from Film and Literature, from Social Media and Contemporary Life The Correspondence Analysis Platform for Mapping Semantics Analysis and Synthesis of Narrative: Semantics of Interactivity Part II. Foundations of Analytics through the Geometry and Topology of Complex Systems Symmetry in Data Mining and Analysis through Hierarchy Geometry and Topology of Data Analysis: in p-Adic Terms Part III. New Challenges and New Solutions for Information Search and Discovery Fast, Linear Time, m-Adic Hierarchical Clustering Big Data Scaling through Metric Mapping Part IV. New Frontiers: New Vistas on Information, Cognition and on the Human Mind On Ultrametric Algorithmic Information Geometry and Topology of Matte Blanco's Bi-Logic in Psychoanalytics Ultrametric Model of Mind: Application to Text Content Analysis Concluding Discussion on Software Environments
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