Geometric science of information : second international conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings /: second international conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings. (2015)

• Record Type: Book
• Further Information: Note: Frank Nielsen, Frédéric Barbaresco, (eds.).
• Editors: Nielsen, Frank; Barbaresco, Frédéric
• Other Names: GSI (Conference), 2nd
• Contents: Dimension reduction on Riemannian manifolds.- Optimal transport.- Optimal transport and applications in imagery/statistics.- Shape space and diffeomorphic mappings.- Random geometry/homology.- Hessian information geometry.- Topological forms and Information.- Information geometry optimization.- Information geometry in image analysis.- Divergence geometry.- Optimization on manifold.- Lie groups and geometric mechanics/thermodynamics.- Computational information geometry.- Lie groups: novel statistical and computational frontiers.- Geometry of time series and linear dynamical systems.- Bayesian and information geometry for inverse problems.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (790 pages)
• Subjects: 025.06516; Computer science; Information science -- Congresses; Geometry -- Congresses; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Graphics; Computers -- Computer Vision & Pattern Recognition; Computers -- Data Processing; Computers -- Programming -- Algorithms; Artificial intelligence; Graphics programming; Pattern recognition; Discrete mathematics; Algorithms & data structures; Computer vision; Artificial intelligence; Computer graphics; Optical pattern recognition; Computational complexity; Computer software; Image processing
• Languages: English
• ISBNs: 9783319250403
• Related ISBNs: 9783319250397
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.