Text data sets can be represented using models that do not preserve text structure, or using models that preserve text structure. Our hypothesis is that depending on the data set nature, there can beâ€¦ (More)

A wide range of networks, including small-world topology, can be modelled by the connectivity Î³, and randomness Ï‰ of the links. Both learning and attractor abilities of a neural network can beâ€¦ (More)

Kostadin Koroutchev1,2âˆ—, Elka Korutcheva 1 Departamento de IngenieÅ•Ä±a InformÃ¡tica, Universidad AutÃ³noma de Madrid, 28049 Madrid, Spain 2 Institute for Computer Systems, Bulgarian Academy of Sciences,â€¦ (More)

2006 IEEE Information Theory Workshop - ITW '06â€¦

2006

Compression based similarity distances have the main drawback of needing the same coding scheme for the objects to be compared. When two texts are translated, there exists significant similarity withâ€¦ (More)

A wide range of networks, including those with small-world topology, can be modeled by the connectivity ratio and randomness of the links. Both learning and attractor abilities of a neural networkâ€¦ (More)

Anchoring this work to the classical human capital theory, the authors examine the effects of various human capital factors on IT professional compensation. Dividing IT salary into LOW (<$75,000) andâ€¦ (More)

In this work, we suggest a parameterized statistical model (the gamma distribution) for the frequency of word occurrences in long strings of english text and use this model to build a correspondingâ€¦ (More)

In this article we present a model of human written text based on statistical mechanics consideration. The empirical derivation of the potential energy for the parts of the text and the calculationâ€¦ (More)