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» Generalized Filtering Decomposition
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SIGIR
2003
ACM
15 years 11 months ago
Collaborative filtering via gaussian probabilistic latent semantic analysis
Collaborative filtering aims at learning predictive models of user preferences, interests or behavior from community data, i.e. a database of available user preferences. In this ...
Thomas Hofmann
ICIP
2009
IEEE
16 years 7 months ago
Designing Color Filter Arrays For The Joint Capture Of Visible And Near-infrared Images
Digital camera sensors are inherently sensitive to the nearinfrared (NIR) part of the light spectrum. In this paper, we propose a general design for color filter arrays that allow...
W4A
2009
ACM
16 years 26 days ago
A framework for filtering web accessibility guidelines
This paper first presents a framework for filtering the Web Accessibility Guidelines according to contexts of use. It then presents a prototype that implements the framework and e...
Rehema Baguma, Roger G. Stone, Jude T. Lubega, Th....
SIGIR
2004
ACM
15 years 11 months ago
A joint framework for collaborative and content filtering
This paper proposes a novel, unified, and systematic approach to combine collaborative and content-based filtering for ranking and user preference prediction. The framework inco...
Justin Basilico, Thomas Hofmann
IJON
2002
103views more  IJON 2002»
15 years 6 months ago
RBF networks training using a dual extended Kalman filter
: A new supervised learning procedure for training RBF networks is proposed. It uses a pair of parallel running Kalman filters to sequentially update both the output weights and th...
Iulian B. Ciocoiu