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» Data representation synthesis
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IAT
2007
IEEE
16 years 1 months ago
The Whole Brain Approach to the Web
I introduce a new approach to data representation, which reflects the mechanism of mind based on the compartmentalization of brain into two hemispheres. I cribe an abstract device...
Ioachim Drugus
PACT
2007
Springer
16 years 1 months ago
Orthogonal Organized Finite State Machine Application to Sensor Acquired Information
The application of the Orthogonal Organized Finite State Machine (OOFSM) to the representation of data acquired by sensor networks is proposed. The OOFSM was proposed in earlier wo...
Brian J. d'Auriol, John Kim, Sungyoung Lee, Young-...
MKM
2005
Springer
16 years 1 months ago
Semantic Matching for Mathematical Services
Abstract. The amount of machine oriented data on the web as well as the deployment of agent/Web Services are simultaneously increasing. This poses a service-discovery problem for c...
William Naylor, Julian A. Padget
MIR
2010
ACM
179views Multimedia» more  MIR 2010»
15 years 6 months ago
Speculation on the generality of the backward stepwise view of PCA
A novel backwards viewpoint of Principal Component Analysis is proposed. In a wide variety of cases, that fall into the area of Object Oriented Data Analysis, this viewpoint is se...
J. S. Marron, Sungkyu Jung, Ian L. Dryden
271
Voted
JMLR
2012
13 years 10 months ago
Deep Boltzmann Machines as Feed-Forward Hierarchies
The deep Boltzmann machine is a powerful model that extracts the hierarchical structure of observed data. While inference is typically slow due to its undirected nature, we argue ...
Grégoire Montavon, Mikio L. Braun, Klaus-Ro...