Book Chapter10.1017/CBO9780511569616.003
Multivariate Approximation and Applications: Approximation and interpolation with radial functions
M.D. Buhmann
- 01 May 2001
- pp 25-43
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About: The article was published on 01 May 2001. The article focuses on the topics: Nearest-neighbor interpolation & Multivariate interpolation.
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Citations
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
TL;DR: This paper presents an overview of the field of recommender systems and describes the current generation of recommendation methods that are usually classified into the following three main categories: content-based, collaborative, and hybrid recommendation approaches.
The Cosmic Web: Geometric Analysis
R. van de Weygaert,W. E. Schaap +1 more
- 01 Jan 2008
TL;DR: The Delaunay Tessellation Field Estimator (DTFE) as discussed by the authors is a first order version of Natural Neighbour methods, smooth and higher order spatial interpolation techniques.
Personalization and Recommender Systems
Gediminas Adomavicius,Zan Huang,Alexander Tuzhilin +2 more
- 01 Jan 2008
TL;DR: This tutorial presents an overview of the personalization field and review different types of personalization, and reviews the field of recommender systems by describing a number of “traditional” recommendation approaches and their extensions.
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Pseudo-dimension and entropy of manifolds formed by affine-invariant dictionary
TL;DR: It is obtained that pseudo-dimension of the manifold Hn(φ) for wide collection of the generator function φ has the order O(d2n) in degree scale, that is the order is proportional to number of parameters of the manifolds Hn (φ).
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