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SEMWEB
2010
Springer
15 years 1 months ago
A reasonable Semantic Web
Abstract. The realization of Semantic Web reasoning is central to substantiating the Semantic Web vision. However, current mainstream research on this topic faces serious challenge...
Pascal Hitzler, Frank van Harmelen
SIGKDD
2010
151views more  SIGKDD 2010»
15 years 1 months ago
Limitations of matrix completion via trace norm minimization
In recent years, compressive sensing attracts intensive attentions in the field of statistics, automatic control, data mining and machine learning. It assumes the sparsity of the ...
Xiaoxiao Shi, Philip S. Yu
SIGKDD
2010
146views more  SIGKDD 2010»
15 years 1 months ago
Latent semantic indexing (LSI) fails for TREC collections
The aim of latent semantic indexing (LSI) is to uncover the relationships between terms, hidden concepts, and documents. LSI uses the matrix factorization technique known as singu...
Avinash Atreya, Charles Elkan
TALG
2010
93views more  TALG 2010»
15 years 1 months ago
Distributed error confinement
We initiate the study of error confinement in distributed applications, where the goal is that only nodes that were directly hit by a fault may deviate from their correct external...
Yossi Azar, Shay Kutten, Boaz Patt-Shamir
TIP
2010
176views more  TIP 2010»
15 years 1 months ago
A PDE Formalization of Retinex Theory
In 1964 Edwin H. Land formulated the Retinex theory, the first attempt to simulate and explain how the human visual system perceives color. His theory and an extension, the "r...
Jean-Michel Morel, Ana Belen Petro, Catalina Sbert