Hector Zenil

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 70

Top Venues

CoRR

Entropy

Int. J. Unconv. Comput.

Artif. Life

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Felipe S. Abrahão, Santiago Hernández-Orozco, Narsis A. Kiani, Jesper Tegnér, Hector Zenil
Assembly Theory is an approximation to algorithmic complexity based on LZ compression that does not explain selection or evolution. CoRR (2024)
Weizi Li, Hector Zenil, Kendall Ho, Samantha Kanza
Introduction to the Minitrack on Digitally-enabled Blood Testing in Healthcare. HICSS (2024)
Abbi Abdel-Rehim, Hector Zenil, Oghenejokpeme I. Orhobor, Marie Fisher, Ross J. Collins, Elizabeth Bourne, Gareth W. Fearnley, Emma Tate, Holly X. Smith, Larisa N. Soldatova, Ross D. King
Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment. CoRR (2024)
Hector Zenil, Genaro J. Martínez
Cellular automata. Scholarpedia 19 (4) (2024)
Hector Zenil, Felipe S. Abrahão
Decoding Geometric Properties in Non-Random Data from First Information-Theoretic Principles. CoRR (2024)
Hector Zenil, Luan Carlos de Sena Monteiro
Fractal spatio-temporal scale-free messaging: amplitude modulation of self-executable carriers given by the Weierstrass function's components. CoRR (2024)
Hector Zenil, Jesper Tegnér, Felipe S. Abrahão, Alexander Lavin, Vipin Kumar, Jeremy G. Frey, Adrian Weller, Larisa N. Soldatova, Alan R. Bundy, Nicholas R. Jennings, Koichi Takahashi, Lawrence Hunter, Saso Dzeroski, Andrew Briggs, Frederick D. Gregory, Carla P. Gomes, Christopher K. I. Williams, Jon Rowe, James A. Evans, Hiroaki Kitano, Joshua B. Tenenbaum, Ross D. King
The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence. CoRR (2023)
Hector Zenil, Alyssa M. Adams, Felipe S. Abrahão
Optimal Spatial Deconvolution and Message Reconstruction from a Large Generative Model of Models. CoRR (2023)
Abicumaran Uthamacumaran, Felipe S. Abrhão, Narsis Aftab Kiani, Hector Zenil
On the Salient Limitations of the Methods of Assembly Theory and their Classification of Molecular Biosignatures. CoRR (2022)
Hector Zenil, James A. R. Marshall, Jesper Tegnér
Approximations of algorithmic and structural complexity validate cognitive-behavioral experimental results. Frontiers Comput. Neurosci. 16 (2022)
Hector Zenil, Yanbo Zhang, Narsis Aftab Kiani
Model Discovery and Discrete Inverse Problems with Cellular Automata and Boolean Networks. Automata and Complexity (2022)
Vladimir Lemus, Eduardo Acuña-Yeomans, Víctor Zamora, Francisco Hernández Quiroz, Hector Zenil
Computable model discovery and high-level-programming approximations to algorithmic complexity. Theor. Comput. Sci. 927 (2022)
Hector Zenil, Alyssa M. Adams
Algorithmic Information Dynamics of Cellular Automata. CoRR (2021)
Felipe S. Abrahão, Hector Zenil, Fábio Porto, Klaus Wehmuth
Algorithmic Probability of Large Datasets and the Simplicity Bubble Problem in Machine Learning. CoRR (2021)
Felipe S. Abrahão, Hector Zenil
Emergence and algorithmic information dynamics of systems and observers. CoRR (2021)
Vladimir Lemusa, Eduardo Acuña, Víctor Zamora, Francisco Hernández Quiroz, Hector Zenil
Computable Model Discovery and High-Level-Programming Approximations to Algorithmic Complexity. CoRR (2021)
Alexander Lavin, Hector Zenil, Brooks Paige, David Krakauer, Justin Gottschlich, Tim Mattson, Anima Anandkumar, Sanjay Choudry, Kamil Rocki, Atilim Günes Baydin, Carina Prunkl, Olexandr Isayev, Erik Peterson, Peter L. McMahon, Jakob Macke, Kyle Cranmer, Jiaxin Zhang, Haruko M. Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer
Simulation Intelligence: Towards a New Generation of Scientific Methods. CoRR (2021)
Felipe S. Abrahão, Klaus Wehmuth, Hector Zenil, Artur Ziviani
Algorithmic Information Distortions in Node-Aligned and Node-Unaligned Multidimensional Networks. Entropy 23 (7) (2021)
Hector Zenil
A Computable Piece of Uncomputable Art whose Expansion May Explain the Universe in Software Space. CoRR (2021)
Neda Gholami, Mohammad Mahdi Dehshibi, Andrew Adamatzky, Antonio Rueda-Toicen, Hector Zenil, Mahmood Fazlali, David Masip
A Novel Method for Reconstructing CT Images in GATE/GEANT4 with Application in Medical Imaging: A Complexity Analysis Approach. J. Inf. Process. 28 (2020)
Santiago Hernández-Orozco, Francisco Hernández Quiroz, Hector Zenil, Wilfried Sieg
Shortening of Proof Length is Elusive for Theorem Provers. Parallel Process. Lett. 30 (4) (2020)
Haoling Zhang, Chao-Han Huck Yang, Hector Zenil, Narsis Aftab Kiani, Yue Shen, Jesper N. Tegnér
Evolving Neural Networks through a Reverse Encoding Tree. CEC (2020)
Felipe S. Abrahão, Klaus Wehmuth, Hector Zenil, Artur Ziviani
An Algorithmic Information Distortion in Multidimensional Networks. CoRR (2020)
Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis Aftab Kiani, Jesper Tegnér
Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces. Frontiers Artif. Intell. 3 (2020)
Haoling Zhang, Chao-Han Huck Yang, Hector Zenil, Narsis Aftab Kiani, Yue Shen, Jesper N. Tegnér
Evolving Neural Networks through a Reverse Encoding Tree. CoRR (2020)
Felipe S. Abrahão, Klaus Wehmuth, Hector Zenil, Artur Ziviani
An Algorithmic Information Distortion in Multidimensional Networks. COMPLEX NETWORKS (2) (2020)
Hector Zenil
A Review of Methods for Estimating Algorithmic Complexity and Beyond: Options, and Challenges. CoRR (2020)
Hector Zenil
A Review of Methods for Estimating Algorithmic Complexity: Options, Challenges, and New Directions. Entropy 22 (6) (2020)
Andrew Schumann, Hector Zenil
Non-Classical Logics in Unconventional Computing. Int. J. Unconv. Comput. 15 (4) (2020)
Hector Zenil, Narsis Aftab Kiani, Felipe S. Abrahão, Jesper Tegnér
Algorithmic Information Dynamics. Scholarpedia 15 (7) (2020)
Hector Zenil
Compression is Comprehension, and the Unreasonable Effectiveness of Digital Computation in the Natural World. CoRR (2019)
Hector Zenil, Liliana Badillo, Santiago Hernández-Orozco, Francisco Hernández Quiroz
Coding-theorem like behaviour and emergence of the universal distribution from resource-bounded algorithmic probability. Int. J. Parallel Emergent Distributed Syst. 34 (2) (2019)
Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis Aftab Kiani, Jesper Tegnér
Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces. CoRR (2019)
Hector Zenil, Narsis Aftab Kiani, Allan A. Zea, Jesper Tegnér
Causal deconvolution by algorithmic generative models. Nat. Mach. Intell. 1 (1) (2019)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy. Entropy 21 (6) (2019)
Santiago Hernández-Orozco, Francisco Hernández Quiroz, Hector Zenil
Undecidability and Irreducibility Conditions for Open-Ended Evolution and Emergence. Artif. Life 24 (1) (2018)
Rise Ooi, Chao-Han Huck Yang, Pin-Yu Chen, Víctor M. Eguíluz, Narsis Aftab Kiani, Hector Zenil, David Gomez-Cabrero, Jesper Tegnér
Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning. CoRR (2018)
Hector Zenil, Narsis Aftab Kiani, Ming-Mei Shang, Jesper Tegnér
Algorithmic Complexity and Reprogrammability of Chemical Structure Networks. Parallel Process. Lett. 28 (1) (2018)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Ab initio Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism. CoRR (2018)
Jürgen Riedel, Hector Zenil
Rule Primality, Minimal Generating Sets and Turing-Universality in the Causal Decomposition of Elementary Cellular Automata. J. Cell. Autom. 13 (5-6) (2018)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Algorithmic Information Dynamics of Persistent Patterns and Colliding Particles in the Game of Life. CoRR (2018)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Parameter-free Network Sparsification and Data Reduction by Minimal Algorithmic Information Loss. CoRR (2018)
Hector Zenil, Narsis Aftab Kiani, Ming-Mei Shang, Jesper Tegnér
Algorithmic Complexity and Reprogrammability of Chemical Structure Networks. CoRR (2018)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Symmetry and Algorithmic Complexity of Polyominoes and Polyhedral Graphs. CoRR (2018)
Neda Gholami, Mohammad Mahdi Dehshibi, Mahmood Fazlali, Antonio Rueda-Toicen, Hector Zenil, Andrew Adamatzky
On complexity of post-processing in analyzing GATE-driven X-ray spectrum. CoRR (2018)
Jürgen Riedel, Hector Zenil
Cross-boundary Behavioural Reprogrammability Reveals Evidence of Pervasive Universality. Int. J. Unconv. Comput. 13 (4-5) (2018)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
An Algorithmic Refinement of Maxent Induces a Thermodynamic-like Behaviour in the Reprogrammability of Generative Mechanisms. CoRR (2018)
Jordi Vallverdú, Oscar Castro, Richard Mayne, Max Talanov, Michael Levin, Frantisek Baluska, Yukio-Pegio Gunji, Audrey Dussutour, Hector Zenil, Andrew Adamatzky
Slime mould: The fundamental mechanisms of biological cognition. Biosyst. 165 (2018)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations. Entropy 20 (7) (2018)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
A Review of Graph and Network Complexity from an Algorithmic Information Perspective. Entropy 20 (8) (2018)
Hector Zenil, Santiago Hernández-Orozco, Narsis Aftab Kiani, Fernando Soler-Toscano, Antonio Rueda-Toicen, Jesper Tegnér
A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity. Entropy 20 (8) (2018)
Yue Deng, Hector Zenil, Jesper Tegnér, Narsis Aftab Kiani
HiDi: an efficient reverse engineering schema for large-scale dynamic regulatory network reconstruction using adaptive differentiation. Bioinform. 33 (24) (2017)
Hector Zenil
Paths to Unconventional Computing: Causality in Complexity. CoRR (2017)
Hector Zenil
Reprogramming Matter, Life, and Purpose. Int. J. Unconv. Comput. 13 (3) (2017)
Hector Zenil, Peter Minary
DNA Sequence Complexity Reveals Structure Beyond GC Content in Nucleosome Occupancy. CoRR (2017)
Hector Zenil, Liliana Badillo, Santiago Hernández-Orozco, Francisco Hernández Quiroz
Coding-theorem Like Behaviour and Emergence of the Universal Distribution from Resource-bounded Algorithmic Probability. CoRR (2017)
Hector Zenil, Narsis Aftab Kiani, Francesco Marabita, Yue Deng, Szabolcs Elias, Angelika Schmidt, Gordon Ball, Jesper Tegnér
An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems. CoRR (2017)
Nicolas Gauvrit, Hector Zenil, Fernando Soler-Toscano, Jean-Paul Delahaye, Peter Brugger
Human behavioral complexity peaks at age 25. PLoS Comput. Biol. 13 (4) (2017)
Jordi Vallverdú, Oscar Castro, Richard Mayne, Max Talanov, Michael Levin, Frantisek Baluska, Yukio-Pegio Gunji, Audrey Dussutour, Hector Zenil, Andrew Adamatzky
Slime mould: the fundamental mechanisms of cognition. CoRR (2017)
Fernando Soler-Toscano, Hector Zenil
A Computable Measure of Algorithmic Probability by Finite Approximations with an Application to Integer Sequences. Complex. 2017 (2017)
Santiago Hernández-Orozco, Hector Zenil, Narsis Aftab Kiani
Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, modularity, diversity explosions, and mass extinction. CoRR (2017)
Hector Zenil
Reprogramming Matter, Life, and Purpose. CoRR (2017)
Hector Zenil
An algorithmic-information calculus for reprogramming biological networks. BIBM (2016)
Alyssa M. Adams, Hector Zenil, Paul C. W. Davies, Sara Imari Walker
Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems. CoRR (2016)
Hector Zenil, Francisco Hernndez-Quiroz, Santiago Hernndez-Quiroz
The Limits of Decidable States on Open-Ended Evolution and Emergence. ALIFE (2016)
Hector Zenil, Jürgen Riedel
Asymptotic Intrinsic Universality and Reprogrammability by Behavioural Emulation. CoRR (2016)
Hector Zenil, Fernando Soler-Toscano, Narsis Aftab Kiani, Santiago Hernández-Orozco, Antonio Rueda-Toicen
A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity. CoRR (2016)
Hector Zenil, Narsis Aftab Kiani
Low Algorithmic Complexity Entropy-deceiving Graphs. CoRR (2016)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Quantifying loss of information in network-based dimensionality reduction techniques. J. Complex Networks 4 (3) (2016)
Santiago Hernández-Orozco, Francisco Hernández Quiroz, Hector Zenil
The Limits of Decidable States on Open-Ended Evolution and Emergence. CoRR (2016)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Quantifying Loss of Information in Network-based Dimensionality Reduction Techniques. CoRR (2015)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues. CoRR (2015)
Jürgen Riedel, Hector Zenil
Cross-boundary Behavioural Reprogrammability of Cellular Automata from Emulation Networks. CoRR (2015)
Hector Zenil
case study. J. Exp. Theor. Artif. Intell. 27 (1) (2015)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues. IWBBIO (2) (2015)
Narsis Aftab Kiani, Hector Zenil, Jakub Olczak, Jesper Tegnér
Evaluating Network Inference Methods in Terms of Their Ability to Preserve the Topology and Complexity of Genetic Networks. CoRR (2015)
Alyssa M. Adams, Hector Zenil, Eduardo Hermo Reyes, Joost J. Joosten
Interacting Behavior and Emerging Complexity. CoRR (2015)
Hector Zenil, James A. R. Marshall, Jesper Tegnér
Approximations of Algorithmic and Structural Complexity Validate Cognitive-behavioural Experimental Results. CoRR (2015)
Nicolas Gauvrit, Hector Zenil, Jesper Tegnér
The Information-theoretic and Algorithmic Approach to Human, Animal and Artificial Cognition. CoRR (2015)
Santiago Hernández-Orozco, Francisco Hernández Quiroz, Hector Zenil, Wilfried Sieg
Rare Speed-up in Automatic Theorem Proving Reveals Tradeoff Between Computational Time and Information Value. CoRR (2015)
Fernando Soler-Toscano, Hector Zenil
A Computable Measure of Algorithmic Probability by Finite Approximations. CoRR (2015)
Leong Ting Lui, Germán Terrazas, Hector Zenil, Cameron Alexander, Natalio Krasnogor
Complexity Measurement Based on Information Theory and Kolmogorov Complexity. Artif. Life 21 (2) (2015)
Jakub Olczak, Narsis Aftab Kiani, Hector Zenil, Jesper Tegnér
Topological Evaluation of Methods for Reconstruction of Genetic Regulatory Networks. SITIS (2015)
Nicolas Gauvrit, Fernando Soler-Toscano, Hector Zenil
Natural scene statistics mediate the perception of image complexity. CoRR (2015)
Hector Zenil
Levels of Abstraction and the Apparent Contradictory Philosophical Legacy of Turing and Shannon. CoRR (2014)
Daniel Wilson-Nunn, Hector Zenil
On the Complexity and Behaviour of Cryptocurrencies Compared to Other Markets. CoRR (2014)
Nicolas Gauvrit, Henrik Singmann, Fernando Soler-Toscano, Hector Zenil
Algorithmic complexity for psychology: A user-friendly implementation of the coding theorem method. CoRR (2014)
Hector Zenil
Turing Minimalism and Complexity. CoRR (2014)
Hector Zenil
Quantifying Natural and Artificial Intelligence in Robots and Natural Systems with an Algorithmic Behavioural Test. CoRR (2014)
Hector Zenil, Fernando Soler-Toscano, Kamaludin Dingle, Ard A. Louis
Graph Automorphism and Topological Characterization of Synthetic and Natural Complex Networks by Information Content. CoRR (2013)
Hector Zenil
Turing, Randomness and Economics. CoRR (2013)
Hector Zenil, Gordon Ball, Jesper Tegnér
Testing Biological Models for Non-linear Sensitivity with a Programmability Test. ECAL (2013)
Hector Zenil, Elena Villarreal Zapata
Asymptotic Behaviour and Ratios of Complexity in Cellular Automata CoRR (2013)
Hector Zenil, Elena Villarreal Zapata
Asymptotic Behavior and ratios of Complexity in Cellular Automata. Int. J. Bifurc. Chaos 23 (9) (2013)
Joost J. Joosten, Fernando Soler-Toscano, Hector Zenil
Fractal dimension versus computational complexity. CoRR (2013)
Hector Zenil
A Behavioural Foundation for Natural Computing and a Programmability Test CoRR (2013)
Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér
Algorithmic complexity of motifs clusters superfamilies of networks. BIBM (2013)
Germán Terrazas, Hector Zenil, Natalio Krasnogor
Exploring programmable self-assembly in non-DNA based molecular computing. Nat. Comput. 12 (4) (2013)
Fernando Soler-Toscano, Hector Zenil, Jean-Paul Delahaye, Nicolas Gauvrit
Correspondence and Independence of Numerical Evaluations of Algorithmic Information Measures. Comput. 2 (2) (2013)
Hector Zenil, James A. R. Marshall
Ubiquity symposium: Evolutionary computation and the processes of life: some computational aspects of essential properties of evolution and life. Ubiquity 2013 (April) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hector Zenil