Manuel Fernández Delgado
Orcid: 0000-0001-5483-9424Affiliations:
- University of Santiago de Compostela, Spain
According to our database1,
Manuel Fernández Delgado
authored at least 49 papers
between 1996 and 2023.
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Bibliography
2023
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D.
Neural Process. Lett., October, 2023
2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Neural Comput. Appl., 2022
A comparison of machine learning algorithms on design smell detection using balanced and imbalanced dataset: A study of God class.
Inf. Softw. Technol., 2022
Ideal kernel tuning: Fast and scalable selection of the radial basis kernel spread for support vector classification.
Neurocomputing, 2022
Viability Study of Machine Learning-Based Prediction of COVID-19 Pandemic Impact in Obsessive-Compulsive Disorder Patients.
Frontiers Neuroinformatics, 2022
Automatic marbling prediction of sliced dry-cured ham using image segmentation, texture analysis and regression.
Expert Syst. Appl., 2022
2021
Exploratory study of the impact of project domain and size category on the detection of the God class design smell.
Softw. Qual. J., 2021
Proceedings of the Second International Conference on Intelligent Data Science Technologies and Applications, 2021
2020
CystAnalyser: A new software tool for the automatic detection and quantification of cysts in Polycystic Kidney and Liver Disease, and other cystic disorders.
PLoS Comput. Biol., 2020
2019
Polynomial Kernel Discriminant Analysis for 2D visualization of classification problems.
Neural Comput. Appl., 2019
Magnetic Resonance Imaging, texture analysis and regression techniques to non-destructively predict the quality characteristics of meat pieces.
Eng. Appl. Artif. Intell., 2019
Assessing the Influence of Size Category of the Project in God Class Detection, an Experimental Approach based on Machine Learning.
Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019
2018
Automatic prediction of village-wise soil fertility for several nutrients in India using a wide range of regression methods.
Comput. Electron. Agric., 2018
2017
Pattern Recognit., 2017
Comparison of a massive and diverse collection of ensembles and other classifiers for oil spill detection in SAR satellite images.
Neural Comput. Appl., 2017
Comput. Electron. Agric., 2017
Comparative Study of Artificial Neural Network Models for Forecasting the Indoor Temperature in Smart Buildings.
Proceedings of the Smart Cities - Second International Conference, Smart-CT 2017, Málaga, 2017
2016
On the Use of Nominal and Ordinal Classifiers for the Discrimination of States of Development in Fish Oocytes.
Neural Process. Lett., 2016
Govocitos: A software tool for estimating fish fecundity based on digital analysis of histological images.
Comput. Electron. Agric., 2016
2015
A Multi-platform Graphical Software for Determining Reproductive Parameters in Fishes Using Histological Image Analysis.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
2014
Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation.
Neural Networks, 2014
J. Mach. Learn. Res., 2014
Proceedings of the IEEE Frontiers in Education Conference, 2014
2013
Exhaustive comparison of colour texture features and classification methods to discriminate cells categories in histological images of fish ovary.
Pattern Recognit., 2013
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013
2012
Prog. Artif. Intell., 2012
2011
Direct Parallel Perceptrons (DPPs): Fast Analytical Calculation of the Parallel Perceptrons Weights With Margin Control for Classification Tasks.
IEEE Trans. Neural Networks, 2011
Rapid infrared multi-spectral systems design using a hyperspectral benchmarking framework.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
A comparison of several neural networks to predict the execution times in injection molding production for automotive industry.
Neural Comput. Appl., 2010
A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin.
Proceedings of the International Joint Conference on Neural Networks, 2010
Fast weight calculation for kernel-based perceptron in two-class classification problems.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Time Estimation in Injection Molding Production for Automotive Industry Based on SVR and RBF.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
2007
Polytope ARTMAP: Pattern Classification Without Vigilance Based on General Geometry Categories.
IEEE Trans. Neural Networks, 2007
2006
Automatic detection and classification of grains of pollen based on shape and texture.
IEEE Trans. Syst. Man Cybern. Syst., 2006
2005
Proceedings of the Current Topics in Artificial Intelligence, 2005
2000
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000
1999
Proceedings of the Foundations and Tools for Neural Modeling, 1999
1998
1997
Inteligencia Artif., 1997
Improvement in the Computational Efficiency in the Analysis of Signals by way of Adaptive Time Frequency Distributions.
Proceedings of the Computer Aided Systems Theory, 1997
1996
Proceedings of the 26th IEEE International Symposium on Multiple-Valued Logic, 1996