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PVLDB
2010
119views more  PVLDB 2010»
15 years 5 months ago
An Architecture for Parallel Topic Models
This paper describes a high performance sampling architecture for inference of latent topic models on a cluster of workstations. Our system is faster than previous work by over an...
Alexander J. Smola, Shravan Narayanamurthy
SIAMSC
2010
134views more  SIAMSC 2010»
15 years 5 months ago
Moving Least Squares via Orthogonal Polynomials
A method for moving least squares interpolation and differentiation is presented in the framework of orthogonal polynomials on discrete points. This yields a robust and efficient ...
Michael Carley
TKDE
2010
160views more  TKDE 2010»
15 years 5 months ago
Using Proximity Search to Estimate Authority Flow
—Authority flow and proximity search have been used extensively in measuring the association between entities in data graphs, ranging from the Web to relational and XML database...
Vagelis Hristidis, Yannis Papakonstantinou, Ramakr...
WIAS
2010
98views more  WIAS 2010»
15 years 5 months ago
Spatial pattern growth and emergent animat segregation
Spatial agent models can be used to explore self-organising effects such as pattern growth and segregation. We employ our predator-prey model to study these emergent behaviours in...
Kenneth A. Hawick, C. J. Scogings
ANTSW
2010
Springer
15 years 4 months ago
Cooperation in a Heterogeneous Robot Swarm through Spatially Targeted Communication
Abstract. We consider a heterogeneous swarm robotic system composed of wheeled and aerial robots called foot-bots and eye-bots, respectively. The foot-bots are able to physically c...
Nithin Mathews, Anders Lyhne Christensen, Rehan O'...