David J. Galas

Publication Activity (10 Years)

Years Active: 1979-2023
Publications (10 Years): 14

Top Topics

Information Theory

Shannon Entropy

Kullback Leibler Divergence

Top Venues

J. Comput. Biol.

Publications

Andrew Banman, Nikita A. Sakhanenko, James Kunert-Graf, David J. Galas
Modifier Alleles for Alzheimer's Disease Discovered by Information Theory Dependency Measures: MIST Software Package. J. Comput. Biol. 30 (3) (2023)
David J. Galas, James Kunert-Graf, Lisa Uechi, Nikita A. Sakhanenko
Toward an Information Theory of Quantitative Genetics. J. Comput. Biol. 28 (6) (2021)
James M. Kunert-Graf, Nikita A. Sakhanenko, David J. Galas
Optimized permutation testing for information theoretic measures of multi-gene interactions. BMC Bioinform. 22 (1) (2021)
James Kunert-Graf, Nikita A. Sakhanenko, David J. Galas
Partial Information Decomposition and the Information Delta: A Geometric Unification Disentangling Non-Pairwise Information. Entropy 22 (12) (2020)
Lisa Uechi, David J. Galas, Nikita A. Sakhanenko
Multivariate Analysis of Data Sets with Missing Values: An Information Theory-Based Reliability Function. J. Comput. Biol. 26 (2) (2019)
David J. Galas
The Group Theoretic Roots of Information I: permutations, symmetry, and entropy. CoRR (2019)
James M. Kunert-Graf, Kristian Eschenburg, David J. Galas, J. Nathan Kutz, Swati D. Rane, Bingni W. Brunton
Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition. Frontiers Comput. Neurosci. 13 (2019)
David J. Galas, Nikita A. Sakhanenko
Symmetries among Multivariate Information Measures Explored Using Möbius Operators. Entropy 21 (1) (2019)
Nikita A. Sakhanenko, James Kunert-Graf, David J. Galas
The Information Content of Discrete Functions and Their Application in Genetic Data Analysis. J. Comput. Biol. 24 (12) (2017)
David J. Galas, T. Gregory Dewey, James Kunert-Graf, Nikita A. Sakhanenko
Expansion of the Kullback-Leibler Divergence, and a New Class of Information Metrics. Axioms 6 (2) (2017)
James Kunert-Graf, Nikita A. Sakhanenko, David J. Galas
Gap Junction Connectome. Entropy 19 (3) (2017)
David J. Galas, T. Gregory Dewey, James Kunert-Graf, Nikita A. Sakhanenko
Expansion of the Kullback-Leibler Divergence, and a new class of information metrics. CoRR (2017)
David J. Galas, Nikita A. Sakhanenko
Unifying formalism for multivariate information-related measures: Möbius operators on subset lattices. CoRR (2016)
Nikita A. Sakhanenko, David J. Galas
Biological Data Analysis as an Information Theory Problem: Multivariable Dependence Measures and the Shadows Algorithm. J. Comput. Biol. 22 (11) (2015)
David J. Galas, Nikita A. Sakhanenko, Alexander Skupin, Tomasz M. Ignac
Describing the Complexity of Systems: Multivariable "Set Complexity" and the Information Basis of Systems Biology. J. Comput. Biol. 21 (2) (2014)
David J. Galas, Nikita A. Sakhanenko, Alexander Skupin, Tomasz M. Ignac
Describing the complexity of systems: Multi-variable "set complexity" and hypergraphs CoRR (2013)
Paul T. Shannon, Mark L. Grimes, Burak Kutlu, Jan J. Bot, David J. Galas
RCytoscape: tools for exploratory network analysis. BMC Bioinform. 14 (2013)
David J. Galas, Nikita A. Sakhanenko, Benjamin Keller
On Lattices and the Dualities of Information Measures. CoRR (2013)
Nikita A. Sakhanenko, David J. Galas
Probabilistic Logic Methods and Some Applications to Biology and Medicine. J. Comput. Biol. 19 (3) (2012)
Tomasz M. Ignac, Nikita A. Sakhanenko, David J. Galas
Relations between the set-complexity and the structure of graphs and their sub-graphs. EURASIP J. Bioinform. Syst. Biol. 2012 (2012)
Tomasz M. Ignac, Nikita A. Sakhanenko, David J. Galas
Complexity of networks II: The set complexity of edge-colored graphs. Complex. 17 (5) (2012)
Ji-Hoon Cho, Kai Wang, David J. Galas
An integrative approach to inferring biologically meaningful gene modules. BMC Syst. Biol. 5 (2011)
Nikita A. Sakhanenko, David J. Galas
Complexity of networks I: The set-complexity of binary graphs. Complex. 17 (2) (2011)
Nikita A. Sakhanenko, David J. Galas
Markov Logic Networks in the Analysis of Genetic Data. J. Comput. Biol. 17 (11) (2010)
David J. Galas, Matti Nykter, Gregory W. Carter, Nathan D. Price, Ilya Shmulevich
Biological information as set-based complexity. IEEE Trans. Inf. Theory 56 (2) (2010)
Gregory W. Carter, David J. Galas, Timothy Galitski
Maximal Extraction of Biological Information from Genetic Interaction Data. PLoS Comput. Biol. 5 (4) (2009)
David J. Galas, Matti Nykter, Gregory W. Carter, Nathan D. Price, Ilya Shmulevich
Set-based complexity and biological information CoRR (2008)
Fan R. K. Chung, Linyuan Lu, T. Gregory Dewey, David J. Galas
Duplication Models for Biological Networks. J. Comput. Biol. 10 (5) (2003)
Ashish Bhan, David J. Galas, T. Gregory Dewey
A duplication growth model of gene expression networks. Bioinform. 18 (11) (2002)
Albert Schmitz, David J. Galas
The interaction of RNA polymerase and lac repressor with the lac control region. Nucleic Acids Res. 6 (1) (1979)