Randomness Through Computation: Some Answers, More Questions

por Zenil, Hector
Publicado 2011

Irreducibility and Computational Equivalence: 10 Years After Wolfram's A New Kind of Science

por Zenil, Hector
Publicado 2013

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

por Zenil, Hector
Publicado 2020

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

por Zenil, Hector, Minary, Peter
Publicado 2019

Emergence and algorithmic information dynamics of systems and observers

por Abrahão, Felipe S., Zenil, Hector
Publicado 2022

A Review of Mathematical and Computational Methods in Cancer Dynamics

por Uthamacumaran, Abicumaran, Zenil, Hector
Publicado 2022

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

por Zenil, Hector, Kiani, Narsis A., Tegnér, Jesper
Publicado 2018

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

por Zenil, Hector, Kiani, Narsis A., Tegnér, Jesper
Publicado 2018

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

por Zenil, Hector, Kiani, Narsis A., Tegnér, Jesper
Publicado 2019

How nature works: complexity in interdisciplinary research and applications

por Zelinka, Ivan, Sanayei, Ali, Zenil, Hector, Rössler, Otto
Publicado 2014

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

por Hernández-Orozco, Santiago, Kiani, Narsis A., Zenil, Hector
Publicado 2018

Algorithmic Information Distortions in Node-Aligned and Node-Unaligned Multidimensional Networks

por Abrahão, Felipe S., Wehmuth, Klaus, Zenil, Hector, Ziviani, Artur
Publicado 2021

Approximations of algorithmic and structural complexity validate cognitive-behavioral experimental results

por Zenil, Hector, Marshall, James A. R., Tegnér, Jesper
Publicado 2023

Calculating Kolmogorov Complexity from the Output Frequency Distributions of Small Turing Machines

por Soler-Toscano, Fernando, Zenil, Hector, Delahaye, Jean-Paul, Gauvrit, Nicolas
Publicado 2014

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

por Adams, Alyssa, Zenil, Hector, Davies, Paul C. W., Walker, Sara Imari
Publicado 2017

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

por Tegnér, Jesper, Zenil, Hector, Kiani, Narsis A., Ball, Gordon, Gomez-Cabrero, David
Publicado 2016

Human behavioral complexity peaks at age 25

por Gauvrit, Nicolas, Zenil, Hector, Soler-Toscano, Fernando, Delahaye, Jean-Paul, Brugger, Peter
Publicado 2017

Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces

por Hernández-Orozco, Santiago, Zenil, Hector, Riedel, Jürgen, Uccello, Adam, Kiani, Narsis A., Tegnér, Jesper
Publicado 2021

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

por Zenil, Hector, Hernández-Orozco, Santiago, Kiani, Narsis A., Soler-Toscano, Fernando, Rueda-Toicen, Antonio, Tegnér, Jesper
Publicado 2018

An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

por Zenil, Hector, Kiani, Narsis A., Marabita, Francesco, Deng, Yue, Elias, Szabolcs, Schmidt, Angelika, Ball, Gordon, Tegnér, Jesper
Publicado 2019