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ICA
2007
Springer
16 years 29 days ago
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization
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) ...
Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari
WEBI
2007
Springer
16 years 28 days ago
Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts
Collaborative filtering (CF) is one of the most successful approaches for recommendation. In this paper, we propose two hybrid CF algorithms, sequential mixture CF and joint mixtu...
Xiaoyuan Su, Russell Greiner, Taghi M. Khoshgoftaa...
DATE
2006
IEEE
91views Hardware» more  DATE 2006»
16 years 26 days ago
How OEMs and suppliers can face the network integration challenges
Systems integration is a major challenge in many industries. Systematic analysis of the complex integration effects, especially with respect to timing and performance, significant...
Kai Richter, Rolf Ernst
DATE
2006
IEEE
142views Hardware» more  DATE 2006»
16 years 26 days ago
Mixed-signal design of a digital input power amplifier for automotive audio applications
With reference to digital input power amplifier for automotive audio applications, the paper presents an exhaustive exploration of the huge mixed-signal space to find optimal trad...
Sergio Saponara, Pierangelo Terreni
DSN
2006
IEEE
16 years 26 days ago
One-step Consensus with Zero-Degradation
In the asynchronous distributed system model, consensus is obtained in one communication step if all processes propose the same value. Assuming f < n/3, this is regardless of t...
Dan Dobre, Neeraj Suri
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