Miguel A. Gutiérrez-Naranjo

Orcid: 0000-0002-3624-6139

According to our database1, Miguel A. Gutiérrez-Naranjo authored at least 87 papers between 1998 and 2024.

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Bibliography

2024
SIMAP: A simplicial-map layer for neural networks.
CoRR, 2024

2023
PBIL for optimizing inception module in convolutional neural networks.
Log. J. IGPL, March, 2023

Explainability in Simplicial Map Neural Networks.
CoRR, 2023

The Metric-aware Kernel-width Choice for LIME.
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

2022
Topology-based representative datasets to reduce neural network training resources.
Neural Comput. Appl., 2022

ALLERDET: A novel web app for prediction of protein allergenicity.
J. Biomed. Informatics, 2022

Evolutionary game theory in a cell: A membrane computing approach.
Inf. Sci., 2022

Dynamic Price of Parking Service based on Deep Learning.
CoRR, 2022

2021
Optimizing the Simplicial-Map Neural Network Architecture.
J. Imaging, 2021

2020
Logic Negation with Spiking Neural P Systems.
Neural Process. Lett., 2020

Two-hidden-layer feed-forward networks are universal approximators: A constructive approach.
Neural Networks, 2020

PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2019
A membrane computing framework for self-reconfigurable robots.
Nat. Comput., 2019

Membrane computing and image processing: a short survey.
J. Membr. Comput., 2019

Towards a Philological Metric through a Topological Data Analysis Approach.
CoRR, 2019

Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach.
CoRR, 2019

Representative Datasets: The Perceptron Case.
CoRR, 2019

2018
Solving the 3-COL problem by using tissue P systems without environment and proteins on cells.
Inf. Sci., 2018

Semantics of deductive databases with spiking neural P systems.
Neurocomputing, 2018

Representative datasets for neural networks.
Electron. Notes Discret. Math., 2018

Other Buds in Membrane Computing.
Proceedings of the Enjoying Natural Computing, 2018

2017
Bio-inspired parallel computing of representative geometrical objects of holes of binary 2D-images.
Int. J. Bio Inspired Comput., 2017

Solving the Bin-Packing Problem by Means of Tissue P System with 2-Division.
Proceedings of the Unconventional Computation and Natural Computation, 2017

An Approach to the Bio-Inspired Control of Self-reconfigurable Robots.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2017

2016
Fully automatized parallel segmentation of the optic disc in retinal fundus images.
Pattern Recognit. Lett., 2016

2014
Antimatter as a Frontier of Tractability in Membrane Computing.
Fundam. Informaticae, 2014

Simulating Turing Machines with Polarizationless P Systems with Active Membranes.
Proceedings of the Membrane Computing, 2014

Solving the ST-Connectivity Problem with Pure Membrane Computing Techniques.
Proceedings of the Membrane Computing, 2014

2013
Segmenting images with gradient-based edge detection using Membrane Computing.
Pattern Recognit. Lett., 2013

A Rete-based Algorithm for Rule Selection in P Systems.
Int. J. Unconv. Comput., 2013

A parallel algorithm for skeletonizing images by using spiking neural P systems.
Neurocomputing, 2013

Searching Partially Bounded Regions with P Systems.
Proceedings of the Third International Conference on Soft Computing for Problem Solving, 2013

2012
Designing a new software tool for Digital Imagery based on P systems.
Nat. Comput., 2012

Using Membrane Computing for Effective Homology.
Appl. Algebra Eng. Commun. Comput., 2012

Parallel Skeletonizing of Digital Images by Using Cellular Automata.
Proceedings of the Computational Topology in Image Context - 4th International Workshop, 2012

2011
A software tool for generating graphics by means of P systems.
Nat. Comput., 2011

Implementation on CUDA of the Smoothing Problem with Tissue-Like P Systems.
Int. J. Nat. Comput. Res., 2011

Forward and Backward Chaining with P Systems.
Int. J. Nat. Comput. Res., 2011

Local Search with P Systems: A Case Study.
Int. J. Nat. Comput. Res., 2011

On a Partial Affirmative Answer for a Păun's Conjecture.
Int. J. Found. Comput. Sci., 2011

A Parallel Implementation of the Thresholding Problem by Using Tissue-Like P Systems.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Depth-First Search with P Systems.
Proceedings of the Membrane Computing, 2010

A bio-inspired software for segmenting digital images.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

Solving sudoku with Membrane Computing.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

2009
Efficient computation in rational-valued P systems.
Math. Struct. Comput. Sci., 2009

An Approach to Ballistic Deposition Based on Membrane Computing.
Int. J. Unconv. Comput., 2009

On the efficiency of cell-like and tissue-like recognizing membrane systems.
Int. J. Intell. Syst., 2009

First Steps Towards a CPU Made of Spiking Neural P Systems.
Int. J. Comput. Commun. Control, 2009

Descriptional Complexity of Tissue-Like P Systems with Cell Division.
Proceedings of the Unconventional Computation, 8th International Conference, 2009

Searching Previous Configurations in Membrane Computing.
Proceedings of the Membrane Computing, 10th International Workshop, 2009

Solving the Independent Set Problem by Using Tissue-Like P Systems with Cell Division.
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009

2008
A uniform family of tissue P systems with cell division solving 3-COL in a linear time.
Theor. Comput. Sci., 2008

A software tool for verification of Spiking Neural P Systems.
Nat. Comput., 2008

Solving SUBSET SUM by Spiking Neural P Systems with Pre-computed Resources.
Fundam. Informaticae, 2008

Hebbian Learning from Spiking Neural P Systems View.
Proceedings of the Membrane Computing - 9th International Workshop, 2008

2007
On the degree of parallelism in membrane systems.
Theor. Comput. Sci., 2007

A uniform solution to SAT using membrane creation.
Theor. Comput. Sci., 2007

Multi-dimensional Descriptional Complexity of P Systems.
J. Autom. Lang. Comb., 2007

A Logarithmic Bound for Solving Subset Sum with P Systems.
Proceedings of the Membrane Computing, 8th International Workshop, 2007

Solving Subset Sum in Linear Time by Using Tissue P Systems with Cell Division.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Characterizing Tractability by Cell-Like Membrane Systems.
Proceedings of the Formal Models, 2007

2006
P systems with input in binary form.
Int. J. Found. Comput. Sci., 2006

Computational efficiency of dissolution rules in membrane systems.
Int. J. Comput. Math., 2006

A Linear-time Tissue P System Based Solution for the 3-coloring Problem.
Proceedings of the First Workshop on Membrane Computing and Biologically Inspired Process Calculi, 2006

Some Notes on (Mem)Brane Computation.
Proceedings of the Parallel Problem Solving from Nature, 2006

Available Membrane Computing Software.
Proceedings of the Applications of Membrane Computing, 2006

Graphical Modeling of Higher Plants Using P Systems.
Proceedings of the Membrane Computing, 7th International Workshop, 2006

A Case Study in (Mem)Brane Computation: Generating Squares of Natural Numbers.
Proceedings of the Membrane Computing, 7th International Workshop, 2006

2005
A fast P system for finding a balanced 2-partition.
Soft Comput., 2005

P Systems with Active Membranes, Without Polarizations and Without Dissolution: A Characterization of P.
Proceedings of the Unconventional Computation, 4th International Conference, 2005

Characterizing Tractability with Membrane Creation.
Proceedings of the Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2005), 2005

On the Power of Dissolution in P Systems with Active Membranes.
Proceedings of the Membrane Computing, 6th International Workshop, 2005

A Linear Solution for QSAT with Membrane Creation.
Proceedings of the Membrane Computing, 6th International Workshop, 2005

A Linear Solution of Subset Sum Problem by Using Membrane Creation.
Proceedings of the Mechanisms, 2005

Multi-robot software platform based on robotic device server player.
Proceedings of the ICINCO 2005, 2005

Multidimensional Descriptional Complexity of P Systems.
Proceedings of the 7th International Workshop on Descriptional Complexity of Formal Systems - DCFS 2005, Como, Italy, June 30, 2005

2004
A Prolog Simulator for Deterministic P Systems with Active Membranes.
New Gener. Comput., 2004

Towards a Programming Language in Cellular Computing.
Proceedings of the 11th Workshop on Logic, Language, Information and Computation, 2004

Deductive databases and P systems.
Comput. Sci. J. Moldova, 2004

On Descriptive Complexity of P Systems.
Proceedings of the Membrane Computing, 5th International Workshop, 2004

Exploring Computation Trees Associated with P Systems.
Proceedings of the Membrane Computing, 5th International Workshop, 2004

2003
Implementing in Prolog an Effective Cellular Solution to the Knapsack Problem.
Proceedings of the Membrane Computing, International Workshop, 2003

Towards a Practical Argumentative Reasoning with Qualitative Spatial Databases.
Proceedings of the Developments in Applied Artificial Intelligence, 2003

Generalizing Programs vis Subsumption.
Proceedings of the Computer Aided Systems Theory, 2003

2002
A Quasi-Metric for Machine Learning.
Proceedings of the Advances in Artificial Intelligence, 2002

2000
A Topological Study of the Upward Refinement Operators in ILP.
Proceedings of the Inductive Logic Programming, 10th International Conference, 2000

1998
The Inmediate Consequence Operator and Robinson's Operator.
Proceedings of the 1998 Joint Conference on Declarative Programming, 1998


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