Roman V. Belavkin

Orcid: 0000-0002-2356-1447

Affiliations:
  • Middlesex University London, UK
  • University of Nottingham, UK (PhD 2003)


According to our database1, Roman V. Belavkin authored at least 31 papers between 2003 and 2023.

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Bibliography

2023
An Evolutionary Approach to Automated Class-Specific Data Augmentation for Image Classification.
Proceedings of the Dynamics of Information Systems - 6th International Conference, 2023

2022
Value of Information in the Mean-Square Case and Its Application to the Analysis of Financial Time-Series Forecast.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

2021
Distilling Financial Models by Symbolic Regression.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2019
Relation between the Kantorovich-Wasserstein metric and the Kullback-Leibler divergence.
CoRR, 2019

2017
Critical mutation rate in a population with horizontal gene transfer.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
Critical Mutation Rate has an Exponential Dependence on Population Size for Eukaryotic-Length Genomes.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2015
Asymmetric Topologies on Statistical Manifolds.
Proceedings of the Geometric Science of Information - Second International Conference, 2015

Optimal Mutation Rate Control under Selection in Hamming Spaces.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

2014
Local Semantic Indexing for Resource Discovery on Overlay Network Using Mobile Agents.
Int. J. Comput. Intell. Syst., 2014

Asymmetry of Risk and Value of Information.
CoRR, 2014

2013
Optimal measures and Markov transition kernels.
J. Glob. Optim., 2013

Detection of Application Layer DDoS Attacks with Clustering and Bayes Factors.
Proceedings of the IEEE International Conference on Systems, 2013

Law of Cosines and Shannon-Pythagorean Theorem for Quantum Information.
Proceedings of the Geometric Science of Information - First International Conference, 2013

Detection of application layer DDoS attack with clustering and likelihood analysis.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

2012
On evolution of an information dynamic system and its generating operator.
Optim. Lett., 2012

Monotonicity of Fitness Landscapes and Mutation Rate Control
CoRR, 2012

Detection of HTTP-GET Attack with Clustering and Information Theoretic Measurements.
Proceedings of the Foundations and Practice of Security - 5th International Symposium, 2012

2011
Conflict resolution and learning probability matching in a neural cell-assembly architecture.
Cogn. Syst. Res., 2011

CABot3: A Simulated Neural Games Agent.
Proceedings of the Seventh International Workshop on Neural-Symbolic Learning and Reasoning, 2011

Mutation and optimal search of sequences in nested Hamming spaces.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Critical mutation rate has an exponential dependence on population size.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

Theory and practice of optimal mutation rate control in hamming spaces of DNA sequences.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

2010
Optimal measures and transition kernels
CoRR, 2010

Conservation Law of Utility and Equilibria in Non-Zero Sum Games
CoRR, 2010

Resource Discovery Using Mobile Agents.
Proceedings of the Fifth International Conference on Frontier of Computer Science and Technology, 2010

2009
Bounds of optimal learning.
Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009

2008
Emergence of Rules in Cell Assemblies of fLIF Neurons.
Proceedings of the ECAI 2008, 2008

2007
Do Neural Models Scale up to a Human Brain?
Proceedings of the International Joint Conference on Neural Networks, 2007

2005
Acting Irrationally to Improve Performance in Stochastic Worlds.
Proceedings of the Research and Development in Intelligent Systems XXII, 2005

2004
OPTIMIST: A New Conflict Resolution Algorithm for ACT-R.
Proceedings of the International Conference on Cognitive Modelling, 2004

2003
On emotion, learning and uncertainty : a cognitive modelling approach.
PhD thesis, 2003


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