Publications (32) Publications de Marina De La Cruz Echeandia

2024

  1. Astronomical PSF characterization using grammar evolution and symbolic regression

    Proceedings of SPIE - The International Society for Optical Engineering

  2. Explainable hypoglycemia prediction models through dynamic structured grammatical evolution

    Scientific Reports, Vol. 14, Núm. 1

  3. Grammar evolution and symbolic regression for astrometric centering of Hubble Space Telescope images

    Proceedings - 2024 IEEE/ACM International Workshop on Genetic Improvement, GI@ICSE 2024

2023

  1. Symbolic AI (LFIT) for XAI to handle biases Extending LFIT to numerical domains for explaining Biases in ML

    CEUR Workshop Proceedings

  2. Tree-Based Grammatical Evolution with Non-Encoding Nodes

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

2022

  1. Evolving Classification Rules for Predicting Hypoglycemia Events

    2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings

2021

  1. Symbolic AI for XAI: Evaluating LFIT inductive programming for explaining biases in machine learning

    Computers, Vol. 10, Núm. 11

2018

  1. GE and semantics

    Handbook of Grammatical Evolution (Springer International Publishing), pp. 189-218

2015

  1. How nets of evolutionary processors (NEPs) could be simulated in a distributed way

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014

  1. A model of quantum-von neumann hybrid cellular automata: Principles and simulation of quantum coherent superposition and decoherence in cytoskeletal microtubules

    Quantum Information and Computation, Vol. 15, Núm. 1-2, pp. 22-36

2013

  1. Different approaches for development tools for natural computers grammar Driven vs. Model driven approaches

    ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence

2012

  1. Developing Tools for Networks of Processors

    Triangle: Language, Literature, Computation = Lenguaje, Literatura, Computación = Llenguatge, Literatura, Computació, Núm. 7, pp. 25-59

  2. Model regularization in coevolutionary architectures evolving straight line code

    Studies in Computational Intelligence

  3. NEPs Applied to Solve Specific Problems

    Triangle: Language, Literature, Computation = Lenguaje, Literatura, Computación = Llenguatge, Literatura, Computació, Núm. 7, pp. 63-100

  4. Networks of Bioinspired Processors ed. lit.

    Triangle: Language, Literature, Computation = Lenguaje, Literatura, Computación = Llenguatge, Literatura, Computació

  5. Towards a meta-model for natural computers: An example using metadepth

    Advances in Intelligent and Soft Computing

  6. Towards the automatic programming of NEPs: A first case study

    Advances in Intelligent and Soft Computing

2011

  1. Parallel simulation of NEPs on clusters

    Proceedings - 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2011

  2. Towards the automatic programming of NEPs

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Towards the automatic programming of NEPs

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)