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ML
2010
ACM
181views Machine Learning» more  ML 2010»
13 years 8 months ago
Decomposing the tensor kernel support vector machine for neuroscience data with structured labels
Abstract The tensor kernel has been used across the machine learning literature for a number of purposes and applications, due to its ability to incorporate samples from multiple s...
David R. Hardoon, John Shawe-Taylor
NLE
2010
218views more  NLE 2010»
13 years 8 months ago
Automatic discovery of word semantic relations using paraphrase alignment and distributional lexical semantics analysis
Thesauri, that list the most salient semantic relations between words have mostly been compiled manually. Therefore, the inclusion of an entry depends on the subjective decision o...
Gaël Dias, Rumen Moraliyski, João Cord...
NOMS
2010
IEEE
189views Communications» more  NOMS 2010»
13 years 8 months ago
Self-optimization for handover oscillation control in LTE
— In this paper we analyze the performance of a self optimizing algorithm for handover parameter control which adjusts the settings depending on the oscillations experienced betw...
Jose Alonso-Rubio
RSA
2010
89views more  RSA 2010»
13 years 8 months ago
Edge flows in the complete random-lengths network
Consider the complete n-vertex graph whose edge-lengths are independent exponentially distributed random variables. Simultaneously for each pair of vertices, put a constant flow ...
David J. Aldous, Shankar Bhamidi
SAB
2010
Springer
156views Optimization» more  SAB 2010»
13 years 8 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...