Diego Andina

Orcid: 0000-0001-7036-2646

Affiliations:
  • Technical University of Madrid, Spain


According to our database1, Diego Andina authored at least 84 papers between 1993 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2022
Introduction.
Int. J. Neural Syst., 2022

2021
Editorial: The Art of Editing a High Impact Scientific Journal - The Case of IJNS.
Int. J. Neural Syst., 2021

2020
AMSOM: artificial metaplasticity in SOM neural networks - application to MIT-BIH arrhythmias database.
Neural Comput. Appl., 2020

Tackling business intelligence with bioinspired deep learning.
Neural Comput. Appl., 2020

Introduction.
Int. J. Neural Syst., 2020

2019
KLN, a new biological koniocortex based unsupervised neural network: competitive results on credit scoring.
Nat. Comput., 2019

Determining geostrophic wind direction in a rainfall forecast expert system.
Integr. Comput. Aided Eng., 2019

Images Sub-segmentation by Fuzzy and Possibilistic Clustering Algorithm.
Computación y Sistemas, 2019

Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification.
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2018
Improvement of the Image Sub-Segmentation for Identification and Differentiation of Atypical Regions.
Int. J. Pattern Recognit. Artif. Intell., 2018

Introduction.
Int. J. Neural Syst., 2018

Koniocortex-Like Network Application to Business Intelligence.
Proceedings of the 2018 World Automation Congress, 2018

2017
Koniocortex-Like Network Unsupervised Learning Surpasses Supervised Results on WBCD Breast Cancer Database.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Supervised Metaplasticity for Big Data: Application to Pollutant Concentrations Forecast.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Combining Multiscale Filtering and Neural Networks for Local Rainfall Forecast.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

2016
Intrinsic Plasticity for Natural Competition in Koniocortex-Like Neural Networks.
Int. J. Neural Syst., 2016

Introduction.
Int. J. Neural Syst., 2016

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., 2016

2015
Robustness of artificial metaplasticity learning algorithm.
Neurocomputing, 2015

Artificial Metaplasticity: Application to MIT-BIH Arrhythmias Database.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

The Koniocortex-Like Network: A New Biologically Plausible Unsupervised Neural Network.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

From Smart Grids to Business Intelligence, a Challenge for Bioinspired Systems.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Artificial Metaplasticity for Deep Learning: Application to WBCD Breast Cancer Database Classification.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

2013
Multiple proportion case-basing driven CBRE and its application in the evaluation of possible failure of firms.
Int. J. Syst. Sci., 2013

Do biological synapses perform probabilistic computations?
Neurocomputing, 2013

On the biological plausibility of artificial metaplasticity learning algorithm.
Neurocomputing, 2013

Quality of Microcalcification Segmentation in Mammograms by Clustering Algorithms.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

ACO Using a MCDM Strategy for Route Finding in the City of Guadalajara, México.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

A Neural Network Simulation of Spreading Depression.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

Application of Artificial Metaplasticity Neural Networks to Cardiac Arrhythmias Classification.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

Robustness of Artificial Metaplasticity Learning to Erroneous Input Distribution Assumptions.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

2012
Distributed Bees Algorithm for Task Allocation in Swarm of Robots.
IEEE Syst. J., 2012

Unsupervised system to classify SO<sub>2</sub> pollutant concentrations in Salamanca, Mexico.
Expert Syst. Appl., 2012

2011
Image segmentation by fuzzy and possibilistic clustering algorithms for the identification of microcalcifications.
Sci. Iran., 2011

Breast cancer classification applying artificial metaplasticity algorithm.
Neurocomputing, 2011

Artificial Metaplasticity Neural Network Applied to Credit Scoring.
Int. J. Neural Syst., 2011

Introduction.
Int. J. Neural Syst., 2011

WBCD breast cancer database classification applying artificial metaplasticity neural network.
Expert Syst. Appl., 2011

Improvement for detection of microcalcifications through clustering algorithms and artificial neural networks.
EURASIP J. Adv. Signal Process., 2011

Image Segmentation Using Ant System-Based Clustering Algorithm.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Microcalcifications Detection Using PFCM and ANN.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

Probabilistic versus Incremental Presynaptic Learning in Biologically Plausible Synapses.
Proceedings of the Foundations on Natural and Artificial Computation, 2011

A Prediction Model to Diabetes Using Artificial Metaplasticity.
Proceedings of the New Challenges on Bioinspired Applications, 2011

On the Biological Plausibility of Artificial Metaplasticity.
Proceedings of the Foundations on Natural and Artificial Computation, 2011

2010
IT Security Management - IT Securiteers - Setting up an IT Security Function
Lecture Notes in Electrical Engineering 61, Springer, ISBN: 978-90-481-8881-9, 2010

Unmanned Aerial Vehicle route optimization using ant system algorithm.
Proceedings of the 5th International Conference on System of Systems Engineering, 2010

2009
Quantifying Flow Paths in Clay Soils using Multifractal Dimension and Wavelet-Based Local Singularity.
Intell. Autom. Soft Comput., 2009

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., 2009

Artificial Metaplasticity can Improve Artificial Neural Networks Learning.
Intell. Autom. Soft Comput., 2009

Special Issue: Signal Processing & Soft Computing.
Intell. Autom. Soft Comput., 2009

Combination of Nonlinear Filters and ANN for Detection of Microcalcifications in Digitized Mammography.
Proceedings of the IEEE International Conference on Systems, 2009

Edge Detection Using Ant Colony Search Algorithm and Multiscale Contrast Enhancement.
Proceedings of the IEEE International Conference on Systems, 2009

Testing Artificial Metaplasticity in MLP Applications.
Proceedings of the IEEE International Conference on Systems, 2009

Detection of Microcalcifications Using Coordinate Logic Filters and Artificial Neural Networks.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Breast Cancer Classification Applying Artificial Metaplasticity.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Edges Detection of Clusters of Microcalcifications with SOM and Coordinate Logic Filters.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

New Artificial Metaplasticity MLP Results on Standard Data Base.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Pollution Alarm System in Mexico.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Feature extraction using coordinate logic filters and Artificial Neural Networks.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

Images sub-segmentation with the PFCM clustering algorithm.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

Artificial metaplasticity MLP applied to image classification.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

Prevision of industrial SO2 pollutant concentration applying ANNs.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

Data fusion and neural network combination method for air pollution level monitoring.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

2007
Towards a Neural-Networks Based Therapy for Limbs Spasticity.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Air Pollutant Level Estimation Applying a Self-organizing Neural Network.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

Error Weighting in Artificial Neural Networks Learning Interpreted as a Metaplasticity Model.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

2005
Sub-Optimum Signal Linear Detector Using Wavelets and Support Vector Machines
CoRR, 2005

2004
Improving GRNNs in CAD Systems.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Feature Vectors Generation for Detection of Microcalcifications in Digitized Mammography Using Neural Networks.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Improving the Efficiency of Multiple Sequence Alignment by Genetic Algorithms.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Advances in Neyman-Pearson Neural Detectors Design.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002
Importance Sampling and Mean Square Error in Neural Detector Training.
Neural Process. Lett., 2002

2001
Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

Neyman-Pearson Neural Detectors.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

Importance Sampling Techniques in Neural Detector Training.
Proceedings of the Machine Learning: EMCL 2001, 2001

1999
Performance Analysis of Neural Network Detectors by Importance Sampling Techniques.
Neural Process. Lett., 1999

Study of Two ANN Digital Implementations of a Radar Detector Candidate to an On-Board Satellite Experiment.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

1998
Speech compression with wavelet packets.
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998

1996
Quasi-optimum detection results using a neural network.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Comparison of a neural network detector vs Neyman-Pearson optimal detector.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Optimization of a neural network applied to pulsed radar detection.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Performance improvements for a neural network detector.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

A comparison of criterion functions for a neural network applied to binary detection.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1993
Roundoff noise results on optimal and block-optimal digital filter structures.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993


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