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» The Predictability of Data Values
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104
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RECSYS
2009
ACM
15 years 7 months ago
Context-based splitting of item ratings in collaborative filtering
Collaborative Filtering (CF) recommendations are computed by leveraging a historical data set of users’ ratings for items. It assumes that the users’ previously recorded ratin...
Linas Baltrunas, Francesco Ricci
108
Voted
IMAMS
2003
93views Mathematics» more  IMAMS 2003»
15 years 2 months ago
Vector Transport for Shape-from-Shading
In this paper we describe a new shape-from-shading method. We show how the parallel transport of surface normals can be used to impose curvature consistency and also to iterativel...
Fabio Sartori, Edwin R. Hancock
74
Voted
AUTOMATICA
2006
132views more  AUTOMATICA 2006»
15 years 25 days ago
A new autocovariance least-squares method for estimating noise covariances
Industrial implementation of model-based control methods, such as model predictive control, is often complicated by the lack of knowledge about the disturbances entering the syste...
Brian J. Odelson, Murali R. Rajamani, James B. Raw...
118
Voted
DAGM
2003
Springer
15 years 6 months ago
Median Filtering of Tensor-Valued Images
Novel matrix-valued imaging techniques such as diffusion tensor magnetic resonance imaging require the development of edgepreserving nonlinear filters. In this paper we introduce...
Martin Welk, Christian Feddern, Bernhard Burgeth, ...
112
Voted
ORL
2006
98views more  ORL 2006»
15 years 21 days ago
The communication complexity of private value single-item auctions
This paper is concerned with information revelation in single-item auctions. We compute how much data needs to be transmitted in three strategically equivalent auctions--the Vickr...
Elena Grigorieva, P. Jean-Jacques Herings, Rudolf ...