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ICASSP
2010
IEEE
15 years 7 months ago
A nullspace analysis of the nuclear norm heuristic for rank minimization
The problem of minimizing the rank of a matrix subject to linear equality constraints arises in applications in machine learning, dimensionality reduction, and control theory, and...
Krishnamurthy Dvijotham, Maryam Fazel
EMNLP
2009
15 years 5 months ago
Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis
There is plenty of evidence that emotion analysis has many valuable applications. In this study a blog emotion corpus is constructed for Chinese emotional expression analysis. Thi...
Changqin Quan, Fuji Ren
ICASSP
2011
IEEE
14 years 11 months ago
Distributed linear discriminant analysis
Linear discriminant analysis (LDA) is a widely used feature extraction method for classification. We introduce distributed implementations of different versions of LDA, suitable ...
Sergio Valcarcel Macua, Pavle Belanovic, Santiago ...
APPINF
2003
15 years 9 months ago
A Framework for the Analysis and Comparison of Hypermedia Design Methods
Due to increasing size and complexity of hypermedia and web applications, there is growing concern by how to develop quality, reusable and maintainable hypermedia systems. In fact...
Susana Montero, Paloma Díaz, Ignacio Aedo
188
Voted
ECCV
2010
Springer
15 years 8 months ago
Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning
Abstract. We study the problem of multimodal dimensionality reduction assuming that data samples can be missing at training time, and not all data modalities may be present at appl...
Christoph H. Lampert, Oliver Krömer