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2025	Minimal algorithmic information loss methods for dimension reduction, feature selection and network sparsification Information Sciences Hector Zenil, Narsis A. Kiani, Alyssa Adams, Felipe S. Abrahão, Antonio Rueda-Toicen, Allan A. Zea, Luan Ozelim, Jesper Tegnér
2025	Information Theory in Perception of Form: From Gestalt to Algorithmic Complexity Entropy Daniel Algom, Daniel Fitousi
2025	Emergence, Complexity and Computation Genaro J. Martínez, Andrew Adamatzky, Hector Zenil, Juan C. Seck-Tuoh-Mora
2024	Assembly Theory is an approximation to algorithmic complexity based on LZ compression that does not explain selection or evolution PLOS Complex Systems Felipe S. Abrahão, Santiago Hernández-Orozco, Narsis A. Kiani, Jesper Tegnér, Hector Zenil
2024	An Additively Optimal Interpreter for Approximating Kolmogorov Prefix Complexity Entropy Zoe Leyva-Acosta, Eduardo Acuña Yeomans, Francisco Hernandez-Quiroz
2023	A Method for Evaluation of Streetscapes: Relationship between Visual Entropy and Interesting Streetscape International Journal of Architectural Engineering Technology Mehrdad Karimimoshaver, Fereshteh Khazaei
2023	Approximations of algorithmic and structural complexity validate cognitive-behavioral experimental results Frontiers in Computational Neuroscience Hector Zenil, James A. R. Marshall, Jesper Tegnér
2022	Dilution of expertise in the rise and fall of collective innovation Humanities and Social Sciences Communications Salva Duran-Nebreda, Michael J. O’Brien, R. Alexander Bentley, Sergi Valverde
2022	Progress, gaps and obstacles in the classification of cellular automata Physica D: Nonlinear Phenomena Milan Vispoel, Aisling J. Daly, Jan M. Baetens
2022	The complexity landscape of viral genomes GigaScience Jorge Miguel Silva, Diogo Pratas, Tânia Caetano, Sérgio Matos
2021	Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces Frontiers in Artificial Intelligence Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis A. Kiani, Jesper Tegnér
2020	Design and self-assembly of information systems Interdisciplinary Science Reviews Daniel Boyd
2020	Spatial complexity facilitates ordinal mapping with a novel symbol set PLOS ONE Christine Podwysocki, Robert A. Reeve, Jacob M. Paul, Jason D. Forte
2020	Statistical Complexity Analysis of Turing Machine tapes with Fixed Algorithmic Complexity Using the Best-Order Markov Model Entropy Jorge M. Silva, Eduardo Pinho, Sérgio Matos, Diogo Pratas
2020	Regional Differences in the Structure of Juglans nigra Phytobiome Reflect Geographical Differences in Thousand Cankers Disease Severity Phytobiomes Journal Aaron J. Onufrak, Geoffrey M. Williams, William E. Klingeman, Melissa A. Cregger, Dawn M. Klingeman, Jennifer M. DeBruyn, Matthew D. Ginzel, Denita Hadziabdic
2020	A Review of Methods for Estimating Algorithmic Complexity: Options, Challenges, and New Directions Entropy Hector Zenil
2020	Full Issue PDF Phytobiomes Journal
2020	IS4SI 2019 Summit Hector Zenil
2020	Smash++: an alignment-free and memory-efficient tool to find genomic rearrangements GigaScience Morteza Hosseini, Diogo Pratas, Burkhard Morgenstern, Armando J Pinho
2019	Causal deconvolution by algorithmic generative models Nature Machine Intelligence Hector Zenil, Narsis A. Kiani, Allan A. Zea, Jesper Tegnér
2019	La psychologie de la complexité Pour la Science Jean-Paul Delahaye
2019	2019 IEEE Symposium Series on Computational Intelligence (SSCI) Hugo Cisneros, Josef Sivic, Tomas Mikolov
2019	Adults are more efficient in creating and transmitting novel signalling systems than children Journal of Language Evolution Vera Kempe, Nicolas Gauvrit, Alison Gibson, Margaret Jamieson
2019	Coding-theorem like behaviour and emergence of the universal distribution from resource-bounded algorithmic probability International Journal of Parallel, Emergent and Distributed Systems Hector Zenil, Liliana Badillo, Santiago Hernández-Orozco, Francisco Hernández-Quiroz
2019	The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy Entropy Hector Zenil, Narsis A. Kiani, Jesper Tegnér
2018	Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations Entropy Hector Zenil, Narsis Kiani, Jesper Tegnér
2018	Unconventional Computing Hector Zenil, Nicolas Gauvrit
2018	Algorithmically probable mutations reproduce aspects of evolution, such as convergence rate, genetic memory and modularity Royal Society Open Science Santiago Hernández-Orozco, Narsis A. Kiani, Hector Zenil
2018	A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity Entropy Hector Zenil, Santiago Hernández-Orozco, Narsis A. Kiani, Fernando Soler-Toscano, Antonio Rueda-Toicen, Jesper Tegnér
2018	Algorithmic Complexity and Reprogrammability of Chemical Structure Networks Parallel Processing Letters Hector Zenil, Narsis A. Kiani, Ming-mei Shang, Jesper Tegnér
2018	A Review of Graph and Network Complexity from an Algorithmic Information Perspective Entropy Hector Zenil, Narsis A. Kiani, Jesper Tegnér
2018	Encyclopedia of Complexity and Systems Science Hector Zenil, Nicolas Gauvrit
2017	2017 IEEE Symposium Series on Computational Intelligence (SSCI) Bar Y. Peled, Vikas K. Mishra, Avishy Y. Carmi
2017	A Computable Measure of Algorithmic Probability by Finite Approximations with an Application to Integer Sequences Complexity Fernando Soler-Toscano, Hector Zenil
2017	A preference for some types of complexity comment on “perceived beauty of random texture patterns: A preference for complexity” Acta Psychologica Nicolas Gauvrit, Fernando Soler-Toscano, Alessandro Guida
2017	Berechenbarkeit der Welt? Hector Zenil
2017	Low-algorithmic-complexity entropy-deceiving graphs Physical Review E Hector Zenil, Narsis A. Kiani, Jesper Tegnér
2017	Lecture Notes in Computer Science Alberto Hernández-Espinosa, Francisco Hernández-Quiroz, Héctor Zenil
2017	Encyclopedia of Complexity and Systems Science Hector Zenil, Nicolas Gauvrit
2017	Studies in Applied Philosophy, Epistemology and Rational Ethics Nicolas Gauvrit, Hector Zenil, Jesper Tegnér
2016	Fractal Dimension versus Process Complexity Advances in Mathematical Physics Joost J. Joosten, Fernando Soler-Toscano, Hector Zenil
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