Geometric Theory of Information

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Nielsen, Frank (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: Signals and Communication Technology,
• Θέματα: Engineering.; Data mining.; Remote sensing.; Computer science > Mathematics.; Computer mathematics.; Differential geometry.; Signal, Image and Speech Processing.; Differential Geometry.; Data Mining and Knowledge Discovery.; Mathematical Applications in Computer Science.; Remote Sensing/Photogrammetry.
• Φυσική περιγραφή: XII, 392 p. 81 illus., 60 illus. in color. online resource.
• ISBN: 9783319053172
• ISSN: 1860-4862

This book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition, and natural language treatment which are also substantially relevant for the industry.