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» Semantic Analysis of Matrix Structures
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ROOM
2000
15 years 3 months ago
Structured Axiomatic Semantics for UML Models
In this paper we provide a systematic formal interpretation for most elements of the UML notation. This interpretation, in a structured temporal logic, enables precise analysis of...
Kevin Lano, Juan Bicarregui, Andy Evans
FPGA
2005
ACM
195views FPGA» more  FPGA 2005»
15 years 8 months ago
Sparse Matrix-Vector multiplication on FPGAs
Floating-point Sparse Matrix-Vector Multiplication (SpMXV) is a key computational kernel in scientific and engineering applications. The poor data locality of sparse matrices sig...
Ling Zhuo, Viktor K. Prasanna
222
Voted
SIGMOD
2008
ACM
157views Database» more  SIGMOD 2008»
16 years 2 months ago
CRD: fast co-clustering on large datasets utilizing sampling-based matrix decomposition
The problem of simultaneously clustering columns and rows (coclustering) arises in important applications, such as text data mining, microarray analysis, and recommendation system...
Feng Pan, Xiang Zhang, Wei Wang 0010
SIGIR
2005
ACM
15 years 8 months ago
Relation between PLSA and NMF and implications
Non-negative Matrix Factorization (NMF, [5]) and Probabilistic Latent Semantic Analysis (PLSA, [4]) have been successfully applied to a number of text analysis tasks such as docum...
Éric Gaussier, Cyril Goutte
104
Voted
HT
1999
ACM
15 years 6 months ago
Structure Analysis for Hypertext with Conditional Linkage
We propose a structure analysis and proof framework for hypertext with conditional linkage. This framework can provide hypertext systems with a powerful and simple tool to help th...
Jean-Hugues Réty