List of works - Hector Zenil

A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity

scientific article published on 15 August 2018

A Review of Graph and Network Complexity from an Algorithmic Information Perspective

scientific article published on 25 July 2018

A Review of Methods for Estimating Algorithmic Complexity: Options, Challenges, and New Directions

scientific article published on 30 May 2020

A perspective on bridging scales and design of models using low-dimensional manifolds and data-driven model inference

scientific article

Algorithmic complexity for psychology: a user-friendly implementation of the coding theorem method

scientific article published on 12 March 2015

Algorithmic complexity for short binary strings applied to psychology: a primer

scientific article published in September 2014

Algorithmically probable mutations reproduce aspects of evolution, such as convergence rate, genetic memory and modularity

scientific article published on 29 August 2018

An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

scientific article published on 08 August 2019

Calculating Kolmogorov complexity from the output frequency distributions of small Turing machines

scientific article

Complexity measurement based on information theory and kolmogorov complexity

scientific article published on 26 January 2015

Computable model discovery and high-level-programming approximations to algorithmic complexity

scientific article published in 2022

Corrigendum to "Methods of information theory and algorithmic complexity for network biology" [Semin. Cell Dev. Biol. 51 (2016) 32-43].

scientific article published in December 2016

Corrigendum to “Slime mould: The fundamental mechanisms of biological cognition” [BioSystems 165 (2018) 57–70]

scientific article published on 24 February 2018

East-West paths to unconventional computing.

scientific article published on 14 August 2017

Empirical Encounters with Computational Irreducibility and Unpredictability

scientific article published in 2011

Evaluating network inference methods in terms of their ability to preserve the topology and complexity of genetic networks

scientific article published on 3 February 2016

Flow of Information in Biological Systems

scientific article published on 01 March 2016

Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems

scientific article published on 20 April 2017

Fractal Dimension versus Process Complexity

HiDi: an efficient reverse engineering schema for large-scale dynamic regulatory network reconstruction using adaptive differentiation

scientific article published on 7 August 2017

Human behavioral complexity peaks at age 25

scientific article

Inferring causal molecular networks: empirical assessment through a community-based effort

scientific article

Low-algorithmic-complexity entropy-deceiving graphs

scientific article published on 7 July 2017

Methods of information theory and algorithmic complexity for network biology

scientific article

On the Complexity and Behaviour of Cryptocurrencies Compared to Other Markets ⬇️

manuscript published in 2014

Predictive Systems Toxicology

scientific article published on 01 January 2018

Proceedings Machines, Computations and Universality 2013

scientific article published in 2013

Slime mould: the fundamental mechanisms of biological cognition

scientific article published on 8 January 2018

Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations

scientific article published on 18 July 2018

The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy

scientific article published on 03 June 2019

Topological Evaluation of Methods for Reconstruction of Genetic Regulatory Networks

scientific article published in November 2015

Training-free measures based on algorithmic probability identify high nucleosome occupancy in DNA sequences

scientific article published on 01 November 2019

Two-dimensional Kolmogorov complexity and an empirical validation of the Coding theorem method by compressibility

scientific article

Undecidability and Irreducibility Conditions for Open-Ended Evolution and Emergence

scientific article published on 25 January 2018

List of works by Hector Zenil

A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity

A Review of Graph and Network Complexity from an Algorithmic Information Perspective

A Review of Methods for Estimating Algorithmic Complexity: Options, Challenges, and New Directions

A perspective on bridging scales and design of models using low-dimensional manifolds and data-driven model inference

Algorithmic complexity for psychology: a user-friendly implementation of the coding theorem method

Algorithmic complexity for short binary strings applied to psychology: a primer

Algorithmically probable mutations reproduce aspects of evolution, such as convergence rate, genetic memory and modularity

An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

Calculating Kolmogorov complexity from the output frequency distributions of small Turing machines

Complexity measurement based on information theory and kolmogorov complexity

Computable model discovery and high-level-programming approximations to algorithmic complexity

Corrigendum to "Methods of information theory and algorithmic complexity for network biology" [Semin. Cell Dev. Biol. 51 (2016) 32-43].

Corrigendum to “Slime mould: The fundamental mechanisms of biological cognition” [BioSystems 165 (2018) 57–70]

East-West paths to unconventional computing.

Empirical Encounters with Computational Irreducibility and Unpredictability

Evaluating network inference methods in terms of their ability to preserve the topology and complexity of genetic networks

Flow of Information in Biological Systems

Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems

Fractal Dimension versus Process Complexity

HiDi: an efficient reverse engineering schema for large-scale dynamic regulatory network reconstruction using adaptive differentiation

Human behavioral complexity peaks at age 25

Inferring causal molecular networks: empirical assessment through a community-based effort

Low-algorithmic-complexity entropy-deceiving graphs

Methods of information theory and algorithmic complexity for network biology

On the Complexity and Behaviour of Cryptocurrencies Compared to Other Markets ⬇️

Predictive Systems Toxicology

Proceedings Machines, Computations and Universality 2013

Slime mould: the fundamental mechanisms of biological cognition

Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations

The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy

Topological Evaluation of Methods for Reconstruction of Genetic Regulatory Networks

Training-free measures based on algorithmic probability identify high nucleosome occupancy in DNA sequences

Two-dimensional Kolmogorov complexity and an empirical validation of the Coding theorem method by compressibility

Undecidability and Irreducibility Conditions for Open-Ended Evolution and Emergence