15 citations · 37 across the 10 of their papers we have counts for
11 papers
Discovering Dataset Nature through Algorithmic Clustering based on String Compression
Ana Granados, Kostadin Koroutchev, Francisco de Borja Rodríguez
Text datasets 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 dataset nat…
Power Accretion in Social Systems
Silvia N. Santalla, Kostadin Koroutchev, Elka Korutcheva +1
We consider a model of power distribution in a social system where a set of agents play a simple game on a graph: the probability of winning each round is proportional to the agent…
Detecting the Most Unusual Part of Two and Three-dimensional Digital Images
Kostadin Koroutchev, Elka Korutcheva
The purpose of this paper is to introduce an algorithm that can detect the most unusual part of a digital image in probabilistic setting. The most unusual part of a given shape is…
Thermodynamics of Information Retrieval
Kostadin Koroutchev, Jian Shen, Elka Koroutcheva +1
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 buil…
Detecting the Most Unusual Part of a Digital Image
K. Koroutchev, E. Korutcheva
The purpose of this paper is to introduce an algorithm that can detect the most unusual part of a digital image. The most unusual part of a given shape is defined as a part of the…
Text as Statistical Mechanics Object
K. Koroutchev, E. Korutcheva
In this article we present a model of human written text based on statistical mechanics approach by deriving the potential energy for different parts of the text using large text c…