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» Semantic Analysis of Matrix Structures
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147
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KDD
2007
ACM
201views Data Mining» more  KDD 2007»
16 years 2 months ago
Structural and temporal analysis of the blogosphere through community factorization
The blogosphere has unique structural and temporal properties since blogs are typically used as communication media among human individuals. In this paper, we propose a novel tech...
Yun Chi, Shenghuo Zhu, Xiaodan Song, Jun'ichi Tate...
122
Voted
KDD
2009
ACM
298views Data Mining» more  KDD 2009»
15 years 9 months ago
Mind the gaps: weighting the unknown in large-scale one-class collaborative filtering
One-Class Collaborative Filtering (OCCF) is a task that naturally emerges in recommender system settings. Typical characteristics include: Only positive examples can be observed, ...
Rong Pan, Martin Scholz
BMCBI
2008
138views more  BMCBI 2008»
15 years 2 months ago
Application of nonnegative matrix factorization to improve profile-profile alignment features for fold recognition and remote ho
Background: Nonnegative matrix factorization (NMF) is a feature extraction method that has the property of intuitive part-based representation of the original features. This uniqu...
Inkyung Jung, Jaehyung Lee, Soo-Young Lee, Dongsup...
96
Voted
ACL
2009
15 years 11 days ago
What lies beneath: Semantic and syntactic analysis of manually reconstructed spontaneous speech
Spontaneously produced speech text often includes disfluencies which make it difficult to analyze underlying structure. Successful reconstruction of this text would transform thes...
Erin Fitzgerald, Frederick Jelinek, Robert Frank
132
Voted
AUTOMATICA
2002
263views more  AUTOMATICA 2002»
15 years 2 months ago
Analysis of discrete-time piecewise affine and hybrid systems
In this paper we present various algorithms both for stability and performance analysis of discrete-time Piece-Wise Affine (PWA) systems. For stability, different classes of Lyapu...
Giancarlo Ferrari-Trecate, Francesco Alessandro Cu...