Hector Zenil

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Jesper TegnérProfessor. Bio, CS, BioE, STAT programs,KAUST, Strategic Professor, KarolinskaVerified email at kaust.edu.sa
Narsis Aftab KianiSenior research specialist / lab leader @ Karolinska instituteVerified email at ki.se
Fernando Soler-ToscanoDpto. de Filosofía, Lógica y Filosofía de la Ciencia. Universidad de SevillaVerified email at us.es
Nicolas GauvritUniversité de LilleVerified email at univ-lille.fr
Jean-Paul DelahayeProfesseur d'informatique, Université de LilleVerified email at lifl.fr
Francisco Hernández QuirozUNAMVerified email at ciencias.unam.mx
Joost J. JoostenProfesor of Logic, University of BarcelonaVerified email at ub.edu
Jurgen RiedelUniversity of Oldenburg, Germany; LABORES Scientific Research LabVerified email at baiomics.com
Felipe S. AbrahãoCentre for Logic, Epistemology and the History of Science, University of CampinasVerified email at unicamp.br
Andrew AdamatzkyProfessor in Unconventional Computing, UWE, BristolVerified email at uwe.ac.uk
Antonio Rueda-ToicenSenior Data Scientist, Parkling GmbHVerified email at parkling.eu
Alyssa M AdamsUniversity of Wisconsin-MadisonVerified email at wisc.edu
Genaro Juarez MartinezNational Polytechnic Institute, ESCOMVerified email at ipn.mx
Ard A LouisProfessor of Theoretical Physics, University of OxfordVerified email at physics.ox.ac.uk
Angelika SchmidtBiomedical Center Munich, Institute for ImmunologyVerified email at bmc.med.lmu.de
James A. R. MarshallProfessor of Theoretical & Computational Biology, University of SheffieldVerified email at sheffield.ac.uk
Richard MayneVisiting Scholar, University of the West of EnglandVerified email at uwe.ac.uk
Yukio-Pegio GunjiProfessor of Department of Intermedia Art & Science, Waseda UniversityVerified email at waseda.jp
Juan Carlos Seck Tuoh MoraUniversidad Autónoma del Estado de HidalgoVerified email at uaeh.edu.mx
Kamaludin DingleAssociate Professor, GUST.Verified email at gust.edu.kw

Hector Zenil

Senior Researcher @Turing Institute & Cambridge | Lab Leader @Karolinska | Faculty Member @Oxford

Verified email at cs.ox.ac.uk - Homepage

algorithmic information dynamics causality algorithmic probability machine intelligence computational medicine


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Inferring causal molecular networks: empirical assessment through a community-based effort SM Hill, LM Heiser, T Cokelaer, M Unger, NK Nesser, DE Carlin, Y Zhang, ... Nature methods 13 (4), 310-318, 2016	217	2016
Calculating Kolmogorov complexity from the output frequency distributions of small turing machines F Soler-Toscano, H Zenil, JP Delahaye, N Gauvrit PLoS ONE 9 (5), e96223, 2014	170	2014
Numerical Evaluation of the Complexity of Short Strings: A Glance Into the Innermost Structure of Algorithmic Randomness H Zenil, JP Delahaye Applied Mathematics and Computation 219, 63-77, 2011	142*	2011
A Computable Universe: Understanding and Exploring Nature as Computation H Zenil World Scientific Publishing Company, 2012	111	2012
A decomposition method for global evaluation of Shannon entropy and local estimations of algorithmic complexity H Zenil, S Hernández-Orozco, N Kiani, F Soler-Toscano, A Rueda-Toicen, ... Entropy 20 (8), 605, 2018	103	2018
Compression-based investigation of the dynamical properties of cellular automata and other systems H Zenil Complex Systems 19 (1), 1-28, 2010	102	2010
Correlation of automorphism group size and topological properties with program-size complexity evaluations of graphs and complex networks H Zenil, F Soler-Toscano, K Dingle, AA Louis Physica A: Statistical Mechanics and its Applications 404, 341-358, 2014	96*	2014
Slime mould: the fundamental mechanisms of biological cognition J Vallverdú, O Castro, R Mayne, M Talanov, M Levin, F Baluška, Y Gunji, ... Biosystems 165, 57-70, 2018	95	2018
Algorithmic complexity of motifs clusters superfamilies of networks H Zenil, NA Kiani, J Tegnér 2013 IEEE international conference on bioinformatics and biomedicine, 74-76, 2013	79*	2013
Two-dimensional Kolmogorov complexity and an empirical validation of the Coding theorem method by compressibility H Zenil, F Soler-Toscano, JP Delahaye, N Gauvrit PeerJ Computer Science 1, e23, 2015	77	2015
Causal Deconvolution by Algorithmic Generative Models H Zenil, NA Kiani, A Zea, J Tegnér Nature Machine Learning 1, 2019	73	2019
Methods of information theory and algorithmic complexity for network biology H Zenil, NA Kiani, J Tegnér Seminars in Cell and Developmental Biology 51, 32-43, 2016	69	2016
Low-algorithmic-complexity entropy-deceiving graphs H Zenil, NA Kiani, J Tegnér Physical Review E 96 (1), 012308, 2017	67	2017
Asymptotic Behaviour and Ratios of Complexity in Cellular Automata H Zenil International Journal of Bifurcation and Chaos 23 (9), 2013	64	2013
Algorithmic complexity for short binary strings applied to psychology: a primer N Gauvrit, H Zenil, JP Delahaye, F Soler-Toscano Behavior Research Methods 46 (3), 732-744, 2014	61	2014
A review of graph and network complexity from an algorithmic information perspective H Zenil, NA Kiani, J Tegnér Entropy 20 (8), 551, 2018	60	2018
Formal definitions of unbounded evolution and innovation reveal universal mechanisms for open-ended evolution in dynamical systems A Adams, H Zenil, PCW Davies, SI Walker Scientific reports 7 (1), 1-15, 2017	60	2017
Algorithmic complexity for psychology: A user-friendly implementation of the coding theorem method N Gauvrit, H Singmann, F Soler-Toscano, H Zenil Behavior Research Methods 48 (1), 1-16, 2015	59	2015
On the Algorithmic Nature of the World H Zenil, JP Delahaye Information and Computation 2, 477-496, 2009	57	2009
Computation and universality: class IV versus class III cellular automata GJ Martinez, JC Seck-Tuoh-Mora, H Zenil Journal of Cellular Automata 7, 393-430, 2013	54*	2013

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