Nikita A. Sakhanenko

Orcid: 0000-0001-6256-4643

According to our database1, Nikita A. Sakhanenko authored at least 28 papers between 2003 and 2023.

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Bibliography

2023
<i>ApoE</i> Modifier Alleles for Alzheimer's Disease Discovered by Information Theory Dependency Measures: MIST Software Package.
J. Comput. Biol., March, 2023

2021
Toward an Information Theory of Quantitative Genetics.
J. Comput. Biol., 2021

Optimized permutation testing for information theoretic measures of multi-gene interactions.
BMC Bioinform., 2021

2020
Partial Information Decomposition and the Information Delta: A Geometric Unification Disentangling Non-Pairwise Information.
Entropy, 2020

2019
Multivariate Analysis of Data Sets with Missing Values: An Information Theory-Based Reliability Function.
J. Comput. Biol., 2019

Symmetries among Multivariate Information Measures Explored Using Möbius Operators.
Entropy, 2019

2017
The Information Content of Discrete Functions and Their Application in Genetic Data Analysis.
J. Comput. Biol., 2017

Complexity and Vulnerability Analysis of the <i>C. Elegans</i> Gap Junction Connectome.
Entropy, 2017

Expansion of the Kullback-Leibler Divergence, and a New Class of Information Metrics.
Axioms, 2017

2016
Unifying formalism for multivariate information-related measures: Möbius operators on subset lattices.
CoRR, 2016

2015
Biological Data Analysis as an Information Theory Problem: Multivariable Dependence Measures and the Shadows Algorithm.
J. Comput. Biol., 2015

2014
Describing the Complexity of Systems: Multivariable "Set Complexity" and the Information Basis of Systems Biology.
J. Comput. Biol., 2014

2013
Describing the complexity of systems: Multi-variable "set complexity" and hypergraphs
CoRR, 2013

On Lattices and the Dualities of Information Measures.
CoRR, 2013

2012
Probabilistic Logic Methods and Some Applications to Biology and Medicine.
J. Comput. Biol., 2012

Relations between the set-complexity and the structure of graphs and their sub-graphs.
EURASIP J. Bioinform. Syst. Biol., 2012

Complexity of networks II: The set complexity of edge-colored graphs.
Complex., 2012

2011
Complexity of networks I: The set-complexity of binary graphs.
Complex., 2011

2010
Model Failure and Context Switching Using Logic-Based Stochastic Models.
J. Comput. Sci. Technol., 2010

Markov Logic Networks in the Analysis of Genetic Data.
J. Comput. Biol., 2010

2009
Predictions and Diagnostics in Experimental Data Using Support Vector Regression.
Int. J. Artif. Intell. Tools, 2009

2008
A New Approach to Model-Based Diagnosis Using Probabilistic Logic.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2007
A Context-Partitioned Stochastic Modeling System with Causally Informed Context Management and Model Induction.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007

Managing Dynamic Contexts Using Failure-Driven Stochastic Models.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

2006
Application of Support Vector Regression to Interpolation of Sparse Shock Physics Data Sets
CoRR, 2006

2005
Understanding physics from interconnected data
CoRR, 2005

Systematic Method for Path-Complete White Box Testing
CoRR, 2005

2003
Automatic Generation of Generalization Lemmas for Proving Properties of Tail-Recursive Definitions.
Proceedings of the Theorem Proving in Higher Order Logics, 16th International Conference, 2003


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