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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
PVLDB
2010
200views more  PVLDB 2010»
15 years 5 months ago
SAPPER: Subgraph Indexing and Approximate Matching in Large Graphs
With the emergence of new applications, e.g., computational biology, new software engineering techniques, social networks, etc., more data is in the form of graphs. Locating occur...
Shijie Zhang, Jiong Yang, Wei Jin
PVLDB
2010
86views more  PVLDB 2010»
15 years 5 months ago
Thirteen New Players in the Team: A Ferry-based LINQ to SQL Provider
We demonstrate an efficient LINQ to SQL provider and its significant impact on the runtime performance of LINQ programs that process large data volumes. This alternative provider...
Tom Schreiber, Simone Bonetti, Torsten Grust, Manu...
SAB
2010
Springer
156views Optimization» more  SAB 2010»
15 years 5 months ago
Co-development of Linguistic and Behavioural Skills: Compositional Semantics and Behaviour Generalisation
Abstract. Population of simulated agents controlled by dynamical neural networks are trained by artificial evolution to access linguistic instructions and to execute them by indic...
Elio Tuci, Tomassino Ferrauto, Gianluca Massera, S...
SAS
2010
Springer
172views Formal Methods» more  SAS 2010»
15 years 5 months ago
Deriving Numerical Abstract Domains via Principal Component Analysis
Numerical Abstract Domains via Principal Component Analysis Gianluca Amato, Maurizio Parton, and Francesca Scozzari Universit`a di Chieti-Pescara – Dipartimento di Scienze We pro...
Gianluca Amato, Maurizio Parton, Francesca Scozzar...