47 search results - page 1 / 10 » Matrix and Tensor Factorization for Predicting Student Perfo... |
CSEDU
2011
12 years 4 months ago
2011
ICDM
2009
IEEE
13 years 2 months ago
2009
IEEE
Abstract--The data in many disciplines such as social networks, web analysis, etc. is link-based, and the link structure can be exploited for many different data mining tasks. In t...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
ICA
2007
Springer
13 years 11 months ago
2007
Springer
In the paper we present new Alternating Least Squares (ALS) algorithms for Nonnegative Matrix Factorization (NMF) and their extensions to 3D Nonnegative Tensor Factorization (NTF) ...
AAAI
2008
13 years 7 months ago
2008
Matrix factorization algorithms are frequently used in the machine learning community to find low dimensional representations of data. We introduce a novel generative Bayesian pro...