David J. Galas

According to our database, David J. Galas authored at least 29 papers between 1979 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of two.

2023

<i>ApoE</i> Modifier Alleles for Alzheimer's Disease Discovered by Information Theory Dependency Measures: MIST Software Package.

Andrew Banman, Nikita A. Sakhanenko, James Kunert-Graf, David J. Galas

J. Comput. Biol., March, 2023

2021

Toward an Information Theory of Quantitative Genetics.

David J. Galas, James Kunert-Graf, Lisa Uechi, Nikita A. Sakhanenko

J. Comput. Biol., 2021

Optimized permutation testing for information theoretic measures of multi-gene interactions.

James M. Kunert-Graf, Nikita A. Sakhanenko, David J. Galas

BMC Bioinform., 2021

2020

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

James Kunert-Graf, Nikita A. Sakhanenko, David J. Galas

Entropy, 2020

2019

Multivariate Analysis of Data Sets with Missing Values: An Information Theory-Based Reliability Function.

Lisa Uechi, David J. Galas, Nikita A. Sakhanenko

J. Comput. Biol., 2019

Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition.

James M. Kunert-Graf, Kristian M. Eschenburg, David J. Galas, J. Nathan Kutz, Swati D. Rane, Bingni W. Brunton

Frontiers Comput. Neurosci., 2019

Symmetries among Multivariate Information Measures Explored Using Möbius Operators.

David J. Galas, Nikita A. Sakhanenko

Entropy, 2019

The Group Theoretic Roots of Information I: permutations, symmetry, and entropy.

David J. Galas

CoRR, 2019

2017

The Information Content of Discrete Functions and Their Application in Genetic Data Analysis.

Nikita A. Sakhanenko, James Kunert-Graf, David J. Galas

J. Comput. Biol., 2017

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

James Kunert-Graf, Nikita A. Sakhanenko, David J. Galas

Entropy, 2017

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

David J. Galas, T. Gregory Dewey, James Kunert-Graf, Nikita A. Sakhanenko

Axioms, 2017

2016

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

David J. Galas, Nikita A. Sakhanenko

CoRR, 2016

2015

Biological Data Analysis as an Information Theory Problem: Multivariable Dependence Measures and the Shadows Algorithm.

Nikita A. Sakhanenko, David J. Galas

J. Comput. Biol., 2015

2014

Describing the Complexity of Systems: Multivariable "Set Complexity" and the Information Basis of Systems Biology.

David J. Galas, Nikita A. Sakhanenko, Alexander Skupin, Tomasz M. Ignac

J. Comput. Biol., 2014

2013

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

David J. Galas, Nikita A. Sakhanenko, Alexander Skupin, Tomasz M. Ignac

CoRR, 2013

On Lattices and the Dualities of Information Measures.

David J. Galas, Nikita A. Sakhanenko, Benjamin Keller

CoRR, 2013

RCytoscape: tools for exploratory network analysis.

Paul T. Shannon, Mark L. Grimes, Burak Kutlu, Jan J. Bot, David J. Galas

BMC Bioinform., 2013

2012

Probabilistic Logic Methods and Some Applications to Biology and Medicine.

Nikita A. Sakhanenko, David J. Galas

J. Comput. Biol., 2012

Relations between the set-complexity and the structure of graphs and their sub-graphs.

Tomasz M. Ignac, Nikita A. Sakhanenko, David J. Galas

EURASIP J. Bioinform. Syst. Biol., 2012

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

Tomasz M. Ignac, Nikita A. Sakhanenko, David J. Galas

Complex., 2012

2011

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

Nikita A. Sakhanenko, David J. Galas

Complex., 2011

An integrative approach to inferring biologically meaningful gene modules.

Ji-Hoon Cho, Kai Wang, David J. Galas

BMC Syst. Biol., 2011

2010

Biological information as set-based complexity.

David J. Galas, Matti Nykter, Gregory W. Carter, Nathan D. Price, Ilya Shmulevich

IEEE Trans. Inf. Theory, 2010

Markov Logic Networks in the Analysis of Genetic Data.

Nikita A. Sakhanenko, David J. Galas

J. Comput. Biol., 2010

2009

Maximal Extraction of Biological Information from Genetic Interaction Data.

Gregory W. Carter, David J. Galas, Timothy Galitski

PLoS Comput. Biol., 2009

2008

Set-based complexity and biological information

David J. Galas, Matti Nykter, Gregory W. Carter, Nathan D. Price, Ilya Shmulevich

CoRR, 2008

2003

Duplication Models for Biological Networks.

Fan R. K. Chung, Linyuan Lu, T. Gregory Dewey, David J. Galas

J. Comput. Biol., 2003

2002

A duplication growth model of gene expression networks.

Ashish Bhan, David J. Galas, T. Gregory Dewey

Bioinform., 2002

1979

The interaction of RNA polymerase and lac repressor with the lac control region.

Albert Schmitz, David J. Galas

Nucleic Acids Res., 1979