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ORCIDMiguel Angel Gutiérrez-Naranjo
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2020 – today
- 2024
[j40]Eduardo Paluzo-Hidalgo
, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo:
Trainable and explainable simplicial map neural networks. Inf. Sci. 667: 120474 (2024)- [i9]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo:
SIMAP: A simplicial-map layer for neural networks. CoRR abs/2403.15083 (2024) - [i8]Víctor Toscano-Durán, Javier Perera-Lago, Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Matteo Rucco:
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning. CoRR abs/2403.15150 (2024) - [i7]Alejandro Luque-Cerpa, Miguel Angel Gutiérrez-Naranjo:
A Membrane Computing Approach to the Generalized Nash Equilibrium. CoRR abs/2404.17671 (2024) - 2023
- [j39]Pedro García-Victoria, Miguel Angel Gutiérrez-Naranjo, Miguel Cárdenas-Montes, Roberto Andrés Vasco Carofilis:
PBIL for optimizing inception module in convolutional neural networks. Log. J. IGPL 31(2): 325-337 (2023) - [j38]Luis Cortés-Ferre, Miguel Angel Gutiérrez-Naranjo, Juan José Egea-Guerrero, Soledad Pérez-Sánchez, Marcin Balcerzyk:
Deep Learning Applied to Intracranial Hemorrhage Detection. J. Imaging 9(2): 37 (2023) - [c34]Aurelio Barrera-Vicent, Eduardo Paluzo-Hidalgo, Miguel Angel Gutiérrez-Naranjo:
The Metric-aware Kernel-width Choice for LIME. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 117-122 - [i6]Eduardo Paluzo-Hidalgo, Miguel Angel Gutiérrez-Naranjo, Rocío González-Díaz:
Explainability in Simplicial Map Neural Networks. CoRR abs/2306.00010 (2023) - 2022
- [j37]Pedro García-Victoria, Matteo Cavaliere, Miguel Angel Gutiérrez-Naranjo, Miguel Cárdenas-Montes:
Evolutionary game theory in a cell: A membrane computing approach. Inf. Sci. 589: 580-594 (2022) - [j36]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo:
Topology-based representative datasets to reduce neural network training resources. Neural Comput. Appl. 34(17): 14397-14413 (2022) - [i5]Alejandro Luque-Cerpa, Miguel Angel Gutiérrez-Naranjo, Miguel Cárdenas-Montes:
Dynamic Price of Parking Service based on Deep Learning. CoRR abs/2201.04188 (2022) - 2021
- [j35]Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Jónathan Heras:
Optimizing the Simplicial-Map Neural Network Architecture. J. Imaging 7(9): 173 (2021) - 2020
- [j34]Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo:
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach. Neural Networks 131: 29-36 (2020) - [j33]Daniel Rodríguez-Chavarría, Miguel Angel Gutiérrez-Naranjo, Joaquín Borrego-Díaz:
Logic Negation with Spiking Neural P Systems. Neural Process. Lett. 52(2): 1583-1599 (2020) - [c33]Roberto A. Vasco-Carofilis, Miguel Angel Gutiérrez-Naranjo, Miguel Cárdenas-Montes:
PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition. HAIS 2020: 147-159
2010 – 2019
- 2019
- [j32]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo, Hong Peng:
Membrane computing and image processing: a short survey. J. Membr. Comput. 1(1): 58-73 (2019) - [i4]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo:
Representative Datasets: The Perceptron Case. CoRR abs/1903.08519 (2019) - [i3]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo:
Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach. CoRR abs/1907.11457 (2019) - [i2]Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo:
Towards a Philological Metric through a Topological Data Analysis Approach. CoRR abs/1912.09253 (2019) - 2018
- [j31]Rocío González-Díaz, Eduardo Paluzo-Hidalgo, Miguel Angel Gutiérrez-Naranjo:
Representative datasets for neural networks. Electron. Notes Discret. Math. 68: 89-94 (2018) - [j30]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo:
Semantics of deductive databases with spiking neural P systems. Neurocomputing 272: 365-373 (2018) - [j29]Daniel Díaz-Pernil, Hepzibah A. Christinal, Miguel Angel Gutiérrez-Naranjo:
Solving the 3-COL problem by using tissue P systems without environment and proteins on cells. Inf. Sci. 430: 240-246 (2018) - [i1]Daniel Rodríguez-Chavarría, Miguel Angel Gutiérrez-Naranjo, Joaquín Borrego-Díaz:
Logic Negation with Spiking Neural P Systems. CoRR abs/1810.08170 (2018) - 2017
- [j28]Daniel Díaz-Pernil, Ainhoa Berciano, Francisco Peña-Cantillana, Miguel Angel Gutiérrez-Naranjo:
Bio-inspired parallel computing of representative geometrical objects of holes of binary 2D-images. Int. J. Bio Inspired Comput. 9(2): 77-92 (2017) - [c32]Hepzibah A. Christinal, Rose Rani John, D. Abraham Chandy, Miguel Angel Gutiérrez-Naranjo:
Solving the Bin-Packing Problem by Means of Tissue P System with 2-Division. UCNC 2017: 170-181 - 2016
- [j27]Daniel Díaz-Pernil, Irene Fondón, Francisco Peña-Cantillana, Miguel Angel Gutiérrez-Naranjo:
Fully automatized parallel segmentation of the optic disc in retinal fundus images. Pattern Recognit. Lett. 83: 99-107 (2016) - 2014
- [j26]Daniel Díaz-Pernil, Francisco Peña-Cantillana, Artiom Alhazov, Rudolf Freund, Miguel Angel Gutiérrez-Naranjo:
Antimatter as a Frontier of Tractability in Membrane Computing. Fundam. Informaticae 134(1-2): 83-96 (2014) - 2013
- [j25]Daniel Díaz-Pernil, Francisco Peña-Cantillana, Miguel Angel Gutiérrez-Naranjo:
A parallel algorithm for skeletonizing images by using spiking neural P systems. Neurocomputing 115: 81-91 (2013) - [j24]Carmen Graciani Díaz, Miguel Angel Gutiérrez-Naranjo, Ignacio Pérez-Hurtado, Agustin Riscos-Núñez, Álvaro Romero Jiménez:
A Rete-based Algorithm for Rule Selection in P Systems. Int. J. Unconv. Comput. 9(5-6): 367-384 (2013) - [j23]Daniel Díaz-Pernil, Ainhoa Berciano, Francisco Peña-Cantillana, Miguel Angel Gutiérrez-Naranjo:
Segmenting images with gradient-based edge detection using Membrane Computing. Pattern Recognit. Lett. 34(8): 846-855 (2013) - [c31]Hepzibah A. Christinal, Ainhoa Berciano, Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo:
Searching Partially Bounded Regions with P Systems. SocProS (1) 2013: 45-54 - 2012
- [j22]Daniel Díaz-Pernil, Hepzibah A. Christinal, Miguel Angel Gutiérrez-Naranjo, Pedro Real:
Using Membrane Computing for Effective Homology. Appl. Algebra Eng. Commun. Comput. 23(5-6): 233-249 (2012) - [j21]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo, Helena Molina-Abril, Pedro Real:
Designing a new software tool for Digital Imagery based on P systems. Nat. Comput. 11(3): 381-386 (2012) - [c30]Francisco Peña-Cantillana, Ainhoa Berciano, Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo:
Parallel Skeletonizing of Digital Images by Using Cellular Automata. CTIC 2012: 39-48 - 2011
- [j20]Ignacio Pérez-Hurtado, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Miguel Angel Gutiérrez-Naranjo, Miquel Rius-Font:
On a Partial Affirmative Answer for a Păun's Conjecture. Int. J. Found. Comput. Sci. 22(1): 55-64 (2011) - [j19]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez:
Local Search with P Systems: A Case Study. Int. J. Nat. Comput. Res. 2(2): 47-55 (2011) - [j18]Sergiu Ivanov, Artiom Alhazov, Vladimir Rogojin, Miguel Angel Gutiérrez-Naranjo:
Forward and Backward Chaining with P Systems. Int. J. Nat. Comput. Res. 2(2): 56-66 (2011) - [j17]Francisco Peña-Cantillana, Daniel Díaz-Pernil, Hepzibah A. Christinal, Miguel Angel Gutiérrez-Naranjo:
Implementation on CUDA of the Smoothing Problem with Tissue-Like P Systems. Int. J. Nat. Comput. Res. 2(3): 25-34 (2011) - [j16]Elena Rivero-Gil, Miguel Angel Gutiérrez-Naranjo, Álvaro Romero Jiménez, Agustin Riscos-Núñez:
A software tool for generating graphics by means of P systems. Nat. Comput. 10(2): 879-890 (2011) - [c29]Francisco Peña-Cantillana, Daniel Díaz-Pernil, Ainhoa Berciano, Miguel Angel Gutiérrez-Naranjo:
A Parallel Implementation of the Thresholding Problem by Using Tissue-Like P Systems. CAIP (2) 2011: 277-284 - 2010
- [c28]Daniel Díaz-Pernil, Carlos M. Fernández-Márquez, Manuel García-Quismondo, Miguel Angel Gutiérrez-Naranjo, Miguel A. Martínez-del-Amor:
Solving sudoku with Membrane Computing. BIC-TA 2010: 610-615 - [c27]Daniel Díaz-Pernil, Helena Molina-Abril, Pedro Real, Miguel Angel Gutiérrez-Naranjo:
A bio-inspired software for segmenting digital images. BIC-TA 2010: 1377-1381 - [c26]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez:
Depth-First Search with P Systems. Int. Conf. on Membrane Computing 2010: 257-264
2000 – 2009
- 2009
- [j15]Miguel Angel Gutiérrez-Naranjo, Alberto Leporati:
First Steps Towards a CPU Made of Spiking Neural P Systems. Int. J. Comput. Commun. Control 4(3): 244-252 (2009) - [j14]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Francisco José Romero-Campero:
On the efficiency of cell-like and tissue-like recognizing membrane systems. Int. J. Intell. Syst. 24(7): 747-765 (2009) - [j13]Carmen Graciani Díaz, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez:
An Approach to Ballistic Deposition Based on Membrane Computing. Int. J. Unconv. Comput. 5(5): 427-439 (2009) - [j12]Nadia Busi, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez:
Efficient computation in rational-valued P systems. Math. Struct. Comput. Sci. 19(6): 1125-1139 (2009) - [c25]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Solving the Independent Set Problem by Using Tissue-Like P Systems with Cell Division. IWINAC (1) 2009: 213-222 - [c24]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez:
Searching Previous Configurations in Membrane Computing. Workshop on Membrane Computing 2009: 301-315 - [c23]Daniel Díaz-Pernil, Pilar Gallego-Ortiz, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Descriptional Complexity of Tissue-Like P Systems with Cell Division. UC 2009: 168-178 - 2008
- [j11]Alberto Leporati, Miguel Angel Gutiérrez-Naranjo:
Solving SUBSET SUM by Spiking Neural P Systems with Pre-computed Resources. Fundam. Informaticae 87(1): 61-77 (2008) - [j10]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Daniel Ramírez-Martínez:
A software tool for verification of Spiking Neural P Systems. Nat. Comput. 7(4): 485-497 (2008) - [j9]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
A uniform family of tissue P systems with cell division solving 3-COL in a linear time. Theor. Comput. Sci. 404(1-2): 76-87 (2008) - [c22]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez:
Hebbian Learning from Spiking Neural P Systems View. Workshop on Membrane Computing 2008: 217-230 - 2007
- [j8]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Multi-dimensional Descriptional Complexity of P Systems. J. Autom. Lang. Comb. 12(1-2): 167-179 (2007) - [j7]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Francisco José Romero-Campero:
A uniform solution to SAT using membrane creation. Theor. Comput. Sci. 371(1-2): 54-61 (2007) - [j6]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
On the degree of parallelism in membrane systems. Theor. Comput. Sci. 372(2-3): 183-195 (2007) - [c21]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Francisco José Romero-Campero, Álvaro Romero Jiménez:
Characterizing Tractability by Cell-Like Membrane Systems. Formal Models, Languages and Applications 2007: 137-154 - [c20]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Solving Subset Sum in Linear Time by Using Tissue P Systems with Cell Division. IWINAC (1) 2007: 170-179 - [c19]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
A Logarithmic Bound for Solving Subset Sum with P Systems. Workshop on Membrane Computing 2007: 257-270 - 2006
- [j5]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Francisco José Romero-Campero:
Computational efficiency of dissolution rules in membrane systems. Int. J. Comput. Math. 83(7): 593-611 (2006) - [j4]Alberto Leporati, Claudio Zandron, Miguel Angel Gutiérrez-Naranjo:
P systems with input in binary form. Int. J. Found. Comput. Sci. 17(1): 127-146 (2006) - [c18]Nadia Busi, Miguel Angel Gutiérrez-Naranjo:
A Case Study in (Mem)Brane Computation: Generating Squares of Natural Numbers. Workshop on Membrane Computing 2006: 233-249 - [c17]Álvaro Romero Jiménez, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez:
Graphical Modeling of Higher Plants Using P Systems. Workshop on Membrane Computing 2006: 496-506 - [c16]Nadia Busi, Miguel Angel Gutiérrez-Naranjo:
Some Notes on (Mem)Brane Computation. PPSN 2006: 262-271 - [c15]Daniel Díaz-Pernil, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
A Linear-time Tissue P System Based Solution for the 3-coloring Problem. MeCBIC@ICALP 2006: 81-93 - [p1]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Available Membrane Computing Software. Applications of Membrane Computing 2006: 411-436 - 2005
- [j3]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
A fast P system for finding a balanced 2-partition. Soft Comput. 9(9): 673-678 (2005) - [c14]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Multidimensional Descriptional Complexity of P Systems. DCFS 2005: 134-145 - [c13]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Francisco José Romero-Campero:
A Linear Solution of Subset Sum Problem by Using Membrane Creation. IWINAC (1) 2005: 258-267 - [c12]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Francisco José Romero-Campero:
On the Power of Dissolution in P Systems with Active Membranes. Workshop on Membrane Computing 2005: 224-240 - [c11]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Francisco José Romero-Campero:
A Linear Solution for QSAT with Membrane Creation. Workshop on Membrane Computing 2005: 241-252 - [c10]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Francisco José Romero-Campero:
Characterizing Tractability with Membrane Creation. SYNASC 2005: 448-457 - [c9]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Francisco José Romero-Campero:
P Systems with Active Membranes, Without Polarizations and Without Dissolution: A Characterization of P. UC 2005: 105-116 - 2004
- [j2]Miguel Angel Gutiérrez-Naranjo, Vladimir Rogojin:
Deductive databases and P systems. Comput. Sci. J. Moldova 12(1): 80-88 (2004) - [j1]Andrés Cordón-Franco, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Fernando Sancho-Caparrini:
A Prolog Simulator for Deterministic P Systems with Active Membranes. New Gener. Comput. 22(4): 349-363 (2004) - [c8]Andrés Cordón-Franco, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Exploring Computation Trees Associated with P Systems. Workshop on Membrane Computing 2004: 278-286 - [c7]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
On Descriptive Complexity of P Systems. Workshop on Membrane Computing 2004: 320-330 - [c6]Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez:
Towards a Programming Language in Cellular Computing. WoLLIC 2004: 93-110 - 2003
- [c5]Miguel Angel Gutiérrez-Naranjo, José A. Alonso-Jiménez, Joaquín Borrego-Díaz:
Generalizing Programs vis Subsumption. EUROCAST 2003: 115-126 - [c4]José A. Alonso-Jiménez, Joaquín Borrego-Díaz, Antonia M. Chávez-González, Miguel Angel Gutiérrez-Naranjo, Jorge D. Navarro-Marín:
Towards a Practical Argumentative Reasoning with Qualitative Spatial Databases. IEA/AIE 2003: 789-798 - [c3]Andrés Cordón-Franco, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Fernando Sancho-Caparrini:
Implementing in Prolog an Effective Cellular Solution to the Knapsack Problem. Workshop on Membrane Computing 2003: 140-152 - 2002
- [c2]Miguel Angel Gutiérrez-Naranjo, José A. Alonso-Jiménez, Joaquín Borrego-Díaz:
A Quasi-Metric for Machine Learning. IBERAMIA 2002: 193-203 - 2000
- [c1]Miguel Angel Gutiérrez-Naranjo, José A. Alonso-Jiménez, Joaquín Borrego-Díaz:
A Topological Study of the Upward Refinement Operators in ILP. ILP Work-in-progress reports 2000
Coauthor Index
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