Diego Andina

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 19

Top Topics

Clustering Algorithm

Unsupervised Learning

Top Venues

Int. J. Neural Syst.

Publications

José M. Ferrández, Eduardo Fernández, Diego Andina, Kazuyuki Murase
Introduction. Int. J. Neural Syst. 32 (10) (2022)
Diego Andina
Editorial: The Art of Editing a High Impact Scientific Journal - The Case of IJNS. Int. J. Neural Syst. 31 (12) (2021)
José Manuel Ferrández, Diego Andina, Juan Manuel Górriz
Introduction. Int. J. Neural Syst. 30 (7) (2020)
Santiago Torres-Alegre, Juan Fombellida, Juan Antonio Piñuela-Izquierdo, Diego Andina
AMSOM: artificial metaplasticity in SOM neural networks - application to MIT-BIH arrhythmias database. Neural Comput. Appl. 32 (17) (2020)
Juan Fombellida, Irene Martín-Rubio, Santiago Torres-Alegre, Diego Andina
Tackling business intelligence with bioinspired deep learning. Neural Comput. Appl. 32 (17) (2020)
Santiago Torres-Alegre, Yasmine Benchaib, José Manuel Ferrández de Vicente, Diego Andina
Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification. IWINAC (2) (2019)
José Manuel Ferrández, Diego Andina, Eduardo Fernández
Introduction. Int. J. Neural Syst. 29 (2) (2019)
Juan Fombellida, Irene Martín-Rubio, A. Romera-Zarza, Diego Andina
KLN, a new biological koniocortex based unsupervised neural network: competitive results on credit scoring. Nat. Comput. 18 (2) (2019)
Fulgencio S. Buendía Buendía, Gabriel Buendia Moya, Diego Andina
Determining geostrophic wind direction in a rainfall forecast expert system. Integr. Comput. Aided Eng. 26 (1) (2019)
Benjamín Ojeda-Magaña, Joel Quintanilla-Domínguez, Ruben Ruelas, José Miguel Barrón-Adame, Luis Enrique Barboza Niño, Rafael Guzmán-Cabrera, Diego Andina
Images Sub-segmentation by Fuzzy and Possibilistic Clustering Algorithm. Computación y Sistemas 23 (4) (2019)
Benjamín Ojeda-Magaña, Joel Quintanilla-Domínguez, Ruben Ruelas, Leopoldo Gómez-Barba, Diego Andina
Improvement of the Image Sub-Segmentation for Identification and Differentiation of Atypical Regions. Int. J. Pattern Recognit. Artif. Intell. 32 (1) (2018)
Diego Andina, Kunihiko Fukushima, Francisco Javier Ropero Peláez, Duc Truong Pham
Introduction. Int. J. Neural Syst. 28 (5) (2018)
Juan Fombellida, Diego Andina
Koniocortex-Like Network Application to Business Intelligence. WAC (2018)
Fulgencio S. Buendía Buendía, Gabriel Buendia Moya, Diego Andina
Combining Multiscale Filtering and Neural Networks for Local Rainfall Forecast. IWINAC (2) (2017)
Juan Fombellida, Francisco Javier Ropero Peláez, Diego Andina
Koniocortex-Like Network Unsupervised Learning Surpasses Supervised Results on WBCD Breast Cancer Database. IWINAC (2) (2017)
Juan Fombellida, Martin J. Alarcon, Santiago Torres-Alegre, Diego Andina
Supervised Metaplasticity for Big Data: Application to Pollutant Concentrations Forecast. IWINAC (2) (2017)
Francisco Javier Ropero Peláez, Mariana Antonia Aguiar-Furucho, Diego Andina
Intrinsic Plasticity for Natural Competition in Koniocortex-Like Neural Networks. Int. J. Neural Syst. 26 (5) (2016)
José M. Antón, Juan B. Grau, J. M. Cisneros, Ana M. Tarquis, F. V. Laguna, J. J. Cantero, Diego Andina, Elena Sánchez
Discrete multi-criteria methods for lands use and conservation planning on La Colacha in Arroyos Menores (Río Cuarto, Province of Córdoba, Argentina). Ann. Oper. Res. 245 (1-2) (2016)
José Manuel Ferrández, Diego Andina, Eduardo Fernández
Introduction. Int. J. Neural Syst. 26 (7) (2016)
Francisco Javier Ropero Peláez, Diego Andina
The Koniocortex-Like Network: A New Biologically Plausible Unsupervised Neural Network. IWINAC (1) (2015)
Irene Martín-Rubio, Antonio E. Florence-Sandoval, Juan Jiménez-Trillo, Diego Andina
From Smart Grids to Business Intelligence, a Challenge for Bioinspired Systems. IWINAC (2) (2015)
Santiago Torres-Alegre, Juan Fombellida, Juan Antonio Piñuela-Izquierdo, Diego Andina
Artificial Metaplasticity: Application to MIT-BIH Arrhythmias Database. IWINAC (1) (2015)
Juan Fombellida, Santiago Torres-Alegre, Juan Antonio Piñuela-Izquierdo, Diego Andina
Artificial Metaplasticity for Deep Learning: Application to WBCD Breast Cancer Database Classification. IWINAC (2) (2015)
Diego Andina, Santiago Torres-Alegre, Martin J. Alarcon, Juan Seijas, Marta de Pablos Álvaro
Robustness of artificial metaplasticity learning algorithm. Neurocomputing 151 (2015)
Ramón O. Guardado-Medina, Benjamín Ojeda-Magaña, Joel Quintanilla-Domínguez, Ruben Ruelas, Diego Andina
Quality of Microcalcification Segmentation in Mammograms by Clustering Algorithms. SOCO-CISIS-ICEUTE (2013)
Daniel Castello Paiva, Diego Andina, Francisco Javier Ropero Peláez
A Neural Network Simulation of Spreading Depression. IWINAC (1) (2013)
Yasmine Benchaib, Alexis Marcano-Cedeño, Santiago Torres-Alegre, Diego Andina
Application of Artificial Metaplasticity Neural Networks to Cardiac Arrhythmias Classification. IWINAC (1) (2013)
Marta de Pablos Álvaro, Diego Andina
Robustness of Artificial Metaplasticity Learning to Erroneous Input Distribution Assumptions. IWINAC (1) (2013)
Hui Li, Diego Andina, Jie Sun
Multiple proportion case-basing driven CBRE and its application in the evaluation of possible failure of firms. Int. J. Syst. Sci. 44 (8) (2013)
Leopoldo Gómez-Barba, Benjamín Ojeda-Magaña, Ruben Ruelas, Diego Andina
ACO Using a MCDM Strategy for Route Finding in the City of Guadalajara, México. SOCO-CISIS-ICEUTE (2013)
Diego Andina, Francisco Javier Ropero Peláez
On the biological plausibility of artificial metaplasticity learning algorithm. Neurocomputing 114 (2013)
Francisco Javier Ropero Peláez, Diego Andina
Do biological synapses perform probabilistic computations? Neurocomputing 114 (2013)
Aleksandar Jevtic, Álvaro Gutiérrez, Diego Andina, Mo M. Jamshidi
Distributed Bees Algorithm for Task Allocation in Swarm of Robots. IEEE Syst. J. 6 (2) (2012)
José Miguel Barrón-Adame, Maria Guadalupe Cortina-Januchs, Antonio Vega-Corona, Diego Andina
pollutant concentrations in Salamanca, Mexico. Expert Syst. Appl. 39 (1) (2012)
Joel Quintanilla-Domínguez, Benjamín Ojeda-Magaña, Maria Guadalupe Cortina-Januchs, Ruben Ruelas, Antonio Vega-Corona, Diego Andina
Image segmentation by fuzzy and possibilistic clustering algorithms for the identification of microcalcifications. Sci. Iran. 18 (3) (2011)
Alexis Marcano-Cedeño, Joel Quintanilla-Domínguez, Diego Andina
WBCD breast cancer database classification applying artificial metaplasticity neural network. Expert Syst. Appl. 38 (8) (2011)
Alexis Marcano-Cedeño, Joel Quintanilla-Domínguez, Diego Andina
Breast cancer classification applying artificial metaplasticity algorithm. Neurocomputing 74 (8) (2011)
Antonio Vega-Corona, Joel Quintanilla-Domínguez, Benjamín Ojeda-Magaña, Maria Guadalupe Cortina-Januchs, Alexis Marcano-Cedeño, Ruben Ruelas, Diego Andina
Microcalcifications Detection Using PFCM and ANN. MCPR (2011)
Alexis Marcano-Cedeño, Amparo Marin de la Barcena, Juan Jiménez-Trillo, Juan Antonio Piñuela-Izquierdo, Diego Andina
Artificial Metaplasticity Neural Network Applied to Credit Scoring. Int. J. Neural Syst. 21 (4) (2011)
Joel Quintanilla-Domínguez, Benjamín Ojeda-Magaña, Alexis Marcano-Cedeño, Maria Guadalupe Cortina-Januchs, Antonio Vega-Corona, Diego Andina
Improvement for detection of microcalcifications through clustering algorithms and artificial neural networks. EURASIP J. Adv. Signal Process. 2011 (2011)
Alexis Marcano-Cedeño, Joaquin Torres, Diego Andina
A Prediction Model to Diabetes Using Artificial Metaplasticity. IWINAC (2) (2011)
Aleksandar Jevtic, Joel Quintanilla-Domínguez, José Miguel Barrón-Adame, Diego Andina
Image Segmentation Using Ant System-Based Clustering Algorithm. SOCO (2011)
Diego Andina, Francisco Javier Ropero Peláez
On the Biological Plausibility of Artificial Metaplasticity. IWINAC (1) (2011)
Hui Li, Melody Y. Kiang, Diego Andina
Introduction. Int. J. Neural Syst. 21 (4) (2011)
Francisco Javier Ropero Peláez, Diego Andina
Probabilistic versus Incremental Presynaptic Learning in Biologically Plausible Synapses. IWINAC (1) (2011)
Aleksandar Jevtic, Diego Andina, Aldo Jaimes, Jose F. Gomez, Mo M. Jamshidi
Unmanned Aerial Vehicle route optimization using ant system algorithm. SoSE (2010)
Maria Guadalupe Cortina-Januchs, J. Miguel Barrón-Adame, Antonio Vega-Corona, Diego Andina
Prevision of industrial SO2 pollutant concentration applying ANNs. INDIN (2009)
Joel Quintanilla-Domínguez, M. Sanchez-Garcia, M. Gozalez-Romo, Antonio Vega-Corona, Diego Andina
Feature extraction using coordinate logic filters and Artificial Neural Networks. INDIN (2009)
Benjamín Ojeda-Magaña, Joel Quintanilla-Domínguez, Ruben Ruelas, Diego Andina
Images sub-segmentation with the PFCM clustering algorithm. INDIN (2009)
Aleksandar Jevtic, Joel Quintanilla-Domínguez, Maria Guadalupe Cortina-Januchs, Diego Andina
Edge Detection Using Ant Colony Search Algorithm and Multiscale Contrast Enhancement. SMC (2009)
Alexis Marcano-Cedeño, Aleksandar Jevtic, Antonio Álvarez-Vellisco, Diego Andina
New Artificial Metaplasticity MLP Results on Standard Data Base. IWANN (1) (2009)
Alexis Marcano-Cedeño, Antonio Álvarez-Vellisco, Diego Andina
Artificial metaplasticity MLP applied to image classification. INDIN (2009)
Diego Andina, Antonio Álvarez-Vellisco, Aleksandar Jevtic, Juan Fombellida
Artificial Metaplasticity can Improve Artificial Neural Networks Learning. Intell. Autom. Soft Comput. 15 (4) (2009)
Alexis Marcano-Cedeño, Fulgencio S. Buendía Buendía, Diego Andina
Breast Cancer Classification Applying Artificial Metaplasticity. IWINAC (2) (2009)
Diego Andina, Alexis Marcano-Cedeño, Joaquin Torres, Martin J. Alarcon
Testing Artificial Metaplasticity in MLP Applications. SMC (2009)
Juan Antonio Piñuela-Izquierdo, Diego Andina, Joaquin Torres, Ana M. Tarquis
Quantifying Flow Paths in Clay Soils using Multifractal Dimension and Wavelet-Based Local Singularity. Intell. Autom. Soft Comput. 15 (4) (2009)
J. Miguel Barrón-Adame, Maria Guadalupe Cortina-Januchs, Antonio Vega-Corona, Diego Andina, J. I. Seijas Martinez-Echevarria
Data fusion and neural network combination method for air pollution level monitoring. INDIN (2009)
Joel Quintanilla-Domínguez, Benjamín Ojeda-Magaña, Juan Seijas, Antonio Vega-Corona, Diego Andina
Edges Detection of Clusters of Microcalcifications with SOM and Coordinate Logic Filters. IWANN (1) (2009)
Joel Quintanilla-Domínguez, Maria Guadalupe Cortina, J. Miguel Barrón-Adame, Antonio Vega-Corona, Diego Andina, Aleksandar Jevtic
Combination of Nonlinear Filters and ANN for Detection of Microcalcifications in Digitized Mammography. SMC (2009)
Joel Quintanilla-Domínguez, Maria Guadalupe Cortina-Januchs, J. Miguel Barrón-Adame, Antonio Vega-Corona, Fulgencio S. Buendía Buendía, Diego Andina
Detection of Microcalcifications Using Coordinate Logic Filters and Artificial Neural Networks. IWINAC (2) (2009)
Benjamín Ojeda-Magaña, Ruben Ruelas, Fulgencio S. Buendía Buendía, Diego Andina
A Greater Knowledge Extraction Coded as Fuzzy Rules and Based on the Fuzzy and Typicality Degrees of the GKPFCM Clustering Algorithm. Intell. Autom. Soft Comput. 15 (4) (2009)
Diego Andina
Special Issue: Signal Processing & Soft Computing. Intell. Autom. Soft Comput. 15 (4) (2009)
Maria Guadalupe Cortina-Januchs, J. Miguel Barrón-Adame, Antonio Vega-Corona, Diego Andina
Pollution Alarm System in Mexico. IWANN (1) (2009)
Alexandre Moreira Nascimento, Diego Andina, Francisco Javier Ropero Peláez
Towards a Neural-Networks Based Therapy for Limbs Spasticity. IWINAC (1) (2007)
Diego Andina, Aleksandar Jevtic, Alexis Marcano-Cedeño, J. Miguel Barrón-Adame
Error Weighting in Artificial Neural Networks Learning Interpreted as a Metaplasticity Model. IWINAC (1) (2007)
J. Miguel Barrón-Adame, J. A. Herrera Delgado, Maria Guadalupe Cortina-Januchs, Diego Andina, Antonio Vega-Corona
Air Pollutant Level Estimation Applying a Self-organizing Neural Network. IWINAC (2) (2007)
Jaime Gómez, Ignacio Melgar, Juan Seijas, Diego Andina
Sub-Optimum Signal Linear Detector Using Wavelets and Support Vector Machines CoRR (2005)
Fulgencio S. Buendía Buendía, J. Miguel Barrón-Adame, Antonio Vega-Corona, Diego Andina
Improving GRNNs in CAD Systems. ICA (2004)
Antonio Vega-Corona, Antonio Álvarez-Vellisco, Diego Andina
Feature Vectors Generation for Detection of Microcalcifications in Digitized Mammography Using Neural Networks. IWANN (2) (2003)
Diego Andina, Santiago Torres-Alegre, Antonio Vega-Corona, Antonio Álvarez-Vellisco
Advances in Neyman-Pearson Neural Detectors Design. IWANN (2) (2003)
Juan Seijas, Carmen Morató, Diego Andina, Antonio Vega-Corona
Improving the Efficiency of Multiple Sequence Alignment by Genetic Algorithms. IWANN (2) (2003)
José L. Sanz-González, Diego Andina, Juan Seijas
Importance Sampling and Mean Square Error in Neural Detector Training. Neural Process. Lett. 16 (3) (2002)
Diego Andina, Antonio Vega-Corona
Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement. IWANN (2) (2001)
Diego Andina, José L. Sanz-González
Neyman-Pearson Neural Detectors. IWANN (2) (2001)
José L. Sanz-González, Diego Andina
Importance Sampling Techniques in Neural Detector Training. ECML (2001)
Raoul Velazco, Christelle Godin, Ph. Cheynet, Santiago Torres-Alegre, Diego Andina, Mirka B. Gordon
Study of Two ANN Digital Implementations of a Radar Detector Candidate to an On-Board Satellite Experiment. IWANN (2) (1999)
José L. Sanz-González, Diego Andina
Performance Analysis of Neural Network Detectors by Importance Sampling Techniques. Neural Process. Lett. 9 (3) (1999)
Raquel Gómez-Sánchez, Diego Andina, Joaquin Torres
Speech compression with wavelet packets. ICECS (1998)
Diego Andina, José L. Sanz-González
Quasi-optimum detection results using a neural network. ICNN (1996)
Diego Andina, José L. Sanz-González
Optimization of a neural network applied to pulsed radar detection. EUSIPCO (1996)
Diego Andina, José L. Sanz-González
Comparison of a neural network detector vs Neyman-Pearson optimal detector. ICASSP (1996)
Diego Andina, José L. Sanz-González, Octavio A. Rodríguez-Martín
Performance improvements for a neural network detector. ICNN (1995)
Diego Andina, José L. Sanz-González, José A. Jiménez-Pajares
A comparison of criterion functions for a neural network applied to binary detection. ICNN (1995)
José L. Sanz-González, Francisco López-Ferreras, Diego Andina
Roundoff noise results on optimal and block-optimal digital filter structures. ISCAS (1993)