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HIS
2008
15 years 8 months ago
Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency
This paper proposes a methodology to generate artificial data sets to evaluate the behavior of machine learning techniques. The methodology relies in the definition of a domain an...
Joaquin Rios-Boutin, Albert Orriols-Puig, Josep Ma...
ENTCS
2006
135views more  ENTCS 2006»
15 years 6 months ago
Formal Semantics and Analysis of Component Connectors in Reo
We present an operational semantics for a component composition language called Reo. Reo connectors exogenously compose and coordinate the interactions among individual components...
Mohammad Reza Mousavi, Marjan Sirjani, Farhad Arba...
TSP
2008
121views more  TSP 2008»
15 years 6 months ago
Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs
This paper studies the behavior of the low-rank least mean squares (LMS) adaptive algorithm for the general case in which the input transformation may not capture the exact input s...
Neil J. Bershad, José Carlos M. Bermudez, J...
TELSYS
2002
104views more  TELSYS 2002»
15 years 6 months ago
The Analysis of Queues with Time-Varying Rates for Telecommunication Models
Abstract. Time dependent behavior has an impact on the performance of telecommunication models. Examples include: staffing a call center, pricing the inventory of private line serv...
William A. Massey
CDC
2010
IEEE
100views Control Systems» more  CDC 2010»
15 years 1 months ago
A resistance-based approach to consensus algorithm performance analysis
Abstract-We study the well known linear consensus algorithm by means of a LQ-type performance cost. We want to understand how the communication topology influences this algorithm. ...
Federica Garin, Enrico Lovisari, Sandro Zampieri