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» Generalized Filtering Decomposition
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SIGIR
2003
ACM
15 years 5 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
101
Voted
ICIP
2009
IEEE
16 years 1 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...
89
Voted
W4A
2009
ACM
15 years 7 months 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....
99
Voted
SIGIR
2004
ACM
15 years 6 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 8 days 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