Manuel Fernández Delgado

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 24

Top Topics

Texture Analysis

Regression Methods

Extreme Learning Machine

Top Venues

Comput. Electron. Agric.

Neural Comput. Appl.

Neural Process. Lett.

Neural Networks

Publications

Manuel Fernández Delgado, Sara Cruz, Eva Cernadas, Heba Alateyat, María Tubío-Fungueiriño, Adriana Sampaio, Ángel Carracedo, Montse Fernández-Prieto
Population-based detection of children ASD/ADHD comorbidity from atypical sensory processing. Appl. Intell. 54 (20) (2024)
Heba Alateyat, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D. Neural Process. Lett. 55 (5) (2023)
Eva Cernadas, Manuel Fernández Delgado, Elena Fulladosa, Israel Muñoz
Automatic marbling prediction of sliced dry-cured ham using image segmentation, texture analysis and regression. Expert Syst. Appl. 206 (2022)
Audi Al-Btoush, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Quick extreme learning machine for large-scale classification. Neural Comput. Appl. 34 (8) (2022)
Ziad Akram-Ali-Hammouri, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Fast Support Vector Classification for Large-Scale Problems. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Khalid Alkharabsheh, Sadi Alawadi, Victor R. Kebande, Yania Crespo, Manuel Fernández Delgado, José A. Taboada
A comparison of machine learning algorithms on design smell detection using balanced and imbalanced dataset: A study of God class. Inf. Softw. Technol. 143 (2022)
Ziad Akram-Ali-Hammouri, Manuel Fernández Delgado, Audi Albtoush, Eva Cernadas, Senén Barro
Ideal kernel tuning: Fast and scalable selection of the radial basis kernel spread for support vector classification. Neurocomputing 489 (2022)
María Tubío-Fungueiriño, Eva Cernadas, Óscar F. Gonçalves, Cinto Segalas, Sara Bertolín, Lorea Mar-Barrutia, Eva Real, Manuel Fernández Delgado, José M. Menchón, Sandra Carvalho, Pino Alonso, Angel Carracedo, Montse Fernández-Prieto
Viability Study of Machine Learning-Based Prediction of COVID-19 Pandemic Impact in Obsessive-Compulsive Disorder Patients. Frontiers Neuroinformatics 16 (2022)
Audi Al-Btoush, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Extreme learning machine with confidence interval based bias initialization. IDSTA (2021)
Khalid Alkharabsheh, Yania Crespo, Manuel Fernández Delgado, José R. R. Viqueira, José A. Taboada
Exploratory study of the impact of project domain and size category on the detection of the God class design smell. Softw. Qual. J. 29 (2) (2021)
Adrián Cordido, Eva Cernadas, Manuel Fernández Delgado, Miguel A. García-González
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. 16 (10) (2020)
Khalid Alkharabsheh, Yania Crespo, Manuel Fernández Delgado, José Manuel Cotos, José A. Taboada
Assessing the Influence of Size Category of the Project in God Class Detection, an Experimental Approach based on Machine Learning. SEKE (2019)
Manuel Fernández Delgado, Manisha Sanjay Sirsat, Eva Cernadas, Sadi Alawadi, Senén Barro, Manuel Febrero-Bande
An extensive experimental survey of regression methods. Neural Networks 111 (2019)
María Mar Ávila, Maria Luisa Durán, Daniel Caballero, Teresa Antequera, Trinidad Pérez-Palacios, Eva Cernadas, Manuel Fernández Delgado
Magnetic Resonance Imaging, texture analysis and regression techniques to non-destructively predict the quality characteristics of meat pieces. Eng. Appl. Artif. Intell. 82 (2019)
Sadi Alawadi, Manuel Fernández Delgado, David Mera, Senén Barro
Polynomial Kernel Discriminant Analysis for 2D visualization of classification problems. Neural Comput. Appl. 31 (8) (2019)
Manisha Sanjay Sirsat, Eva Cernadas, Manuel Fernández Delgado, Senén Barro
Automatic prediction of village-wise soil fertility for several nutrients in India using a wide range of regression methods. Comput. Electron. Agric. 154 (2018)
Manisha Sanjay Sirsat, Eva Cernadas, Manuel Fernández Delgado, R. Khan
Classification of agricultural soil parameters in India. Comput. Electron. Agric. 135 (2017)
David Mera, Manuel Fernández Delgado, José Manuel Cotos, José Ramon Rios Viqueira, Senén Barro
Comparison of a massive and diverse collection of ensembles and other classifiers for oil spill detection in SAR satellite images. Neural Comput. Appl. 28 (S-1) (2017)
Sadi Alawadi, David Mera, Manuel Fernández Delgado, José A. Taboada
Comparative Study of Artificial Neural Network Models for Forecasting the Indoor Temperature in Smart Buildings. Smart-CT (2017)
Eva Cernadas, Manuel Fernández Delgado, Encarnación González-Rufino, Pilar Carrión
Influence of normalization and color space to color texture classification. Pattern Recognit. 61 (2017)
M. Pérez-Ortiz, Manuel Fernández Delgado, Eva Cernadas, R. Domínguez-Petit, Pedro Antonio Gutiérrez, César Hervás-Martínez
On the Use of Nominal and Ordinal Classifiers for the Discrimination of States of Development in Fish Oocytes. Neural Process. Lett. 44 (2) (2016)
J. M. Pintor, Pilar Carrión, Eva Cernadas, Encarnación González-Rufino, Arno Formella, Manuel Fernández Delgado, R. Domínguez-Petit, S. Rábade-Uberos
Govocitos: A software tool for estimating fish fecundity based on digital analysis of histological images. Comput. Electron. Agric. 125 (2016)
J. M. Pintor, Pilar Carrión, Encarnación González-Rufino, Arno Formella, Manuel Fernández Delgado, Eva Cernadas, R. Domínguez-Petit, S. Rábade-Uberos
A Multi-platform Graphical Software for Determining Reproductive Parameters in Fishes Using Histological Image Analysis. IbPRIA (2015)
Víctor Alvarez-Santos, Adrián Canedo-Rodriguez, Roberto Iglesias, Xose Manuel Pardo, Carlos V. Regueiro, Manuel Fernández Delgado
Route learning and reproduction in a tour-guide robot. Robotics Auton. Syst. 63 (2015)
Manuel Fernández Delgado, Eva Cernadas, Senén Barro, Jorge Ribeiro, José Neves
Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation. Neural Networks 50 (2014)
Manuel Fernández Delgado, Eva Cernadas, Senén Barro, Dinani Gomes Amorim
Do we need hundreds of classifiers to solve real world classification problems? J. Mach. Learn. Res. 15 (1) (2014)
Manuel Fernández Delgado, Manuel Mucientes, Borja Vázquez-Barreiros, Manuel Lama
Learning analytics for the prediction of the educational objectives achievement. FIE (2014)
Encarnación González-Rufino, Pilar Carrión, Eva Cernadas, Manuel Fernández Delgado, R. Domínguez-Petit
Exhaustive comparison of colour texture features and classification methods to discriminate cells categories in histological images of fish ovary. Pattern Recognit. 46 (9) (2013)
Adrián Canedo-Rodriguez, Víctor Alvarez-Santos, D. Santos-Saavedra, Cristina Gamallo, Manuel Fernández Delgado, Roberto Iglesias, Carlos V. Regueiro
Robust Multi-sensor System for Mobile Robot Localization. IWINAC (2) (2013)
José Neves, Jorge Ribeiro, Paulo Pereira, Victor Alves, José Machado, António Abelha, Paulo Novais, Cesar Analide, Manuel Santos, Manuel Fernández Delgado
Evolutionary intelligence in asphalt pavement modeling and quality-of-information. Prog. Artif. Intell. 1 (1) (2012)
Ángel Dacal-Nieto, Arno Formella, Pilar Carrión, Esteban Vázquez-Fernández, Manuel Fernández Delgado
Non-destructive Detection of Hollow Heart in Potatoes Using Hyperspectral Imaging. CAIP (2) (2011)
Encarnación González-Rufino, Pilar Carrión, Arno Formella, Manuel Fernández Delgado, Eva Cernadas
Statistical and Wavelet Based Texture Features for Fish Oocytes Classification. IbPRIA (2011)
Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro Ameneiro
Direct Parallel Perceptrons (DPPs): Fast Analytical Calculation of the Parallel Perceptrons Weights With Margin Control for Classification Tasks. IEEE Trans. Neural Networks 22 (11) (2011)
Ángel Dacal-Nieto, Arno Formella, Pilar Carrión, Esteban Vázquez-Fernández, Manuel Fernández Delgado
Rapid infrared multi-spectral systems design using a hyperspectral benchmarking framework. ICME (2011)
Ángel Dacal-Nieto, Arno Formella, Pilar Carrión, Esteban Vázquez-Fernández, Manuel Fernández Delgado
Common Scab Detection on Potatoes Using an Infrared Hyperspectral Imaging System. ICIAP (2) (2011)
Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro
A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin. IJCNN (2010)
Jorge Ribeiro, José Machado, António Abelha, Manuel Fernández Delgado, José Neves
Handling incomplete information in an evolutionary environment. IEEE Congress on Evolutionary Computation (2010)
Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro
Fast weight calculation for kernel-based perceptron in two-class classification problems. IJCNN (2010)
Manuel Fernández Delgado, M. Reboreda, Eva Cernadas, Senén Barro
A comparison of several neural networks to predict the execution times in injection molding production for automotive industry. Neural Comput. Appl. 19 (5) (2010)
M. Reboreda, Manuel Fernández Delgado, Senén Barro
Time Estimation in Injection Molding Production for Automotive Industry Based on SVR and RBF. IWINAC (2) (2009)
Dinani Gomes Amorim, Manuel Fernández Delgado, Senén Barro Ameneiro
Polytope ARTMAP: Pattern Classification Without Vigilance Based on General Geometry Categories. IEEE Trans. Neural Networks 18 (5) (2007)
María Rodríguez Damián, Eva Cernadas, Arno Formella, Manuel Fernández Delgado, Maria Pilar de Sá-Otero
Automatic detection and classification of grains of pollen based on shape and texture. IEEE Trans. Syst. Man Cybern. Syst. 36 (4) (2006)
Dinani Gomes, Manuel Fernández Delgado, Senén Barro
Internal Categories with Irregular Geometry and Overlapping in ART Networks. CAEPIA (2005)
Xosé Antón Vila Sobrino, Yi Gang, Jesús María Rodríguez Presedo, Manuel Fernández Delgado, Senén Barro Ameneiro, Marek Malik
A new approach for TU complex characterization. IEEE Trans. Biomed. Eng. 47 (6) (2000)
Roberto Iglesias, Manuel Fernández Delgado, Senén Barro
Learning of perceptual states in the design of an adaptive wall-following behavior. ESANN (2000)
Manuel Fernández Delgado, Jesús María Rodríguez Presedo, Senén Barro
Multichannel Pattern Recognition Neural Network. IWANN (1) (1999)
Manuel Fernández Delgado, Senén Barro
MART: a multichannel ART-based neural network. IEEE Trans. Neural Networks 9 (1) (1998)
Xosé Antón Vila Sobrino, Jesús María Rodríguez Presedo, Manuel Fernández Delgado, Roberto Iglesias, Senén Barro
Improvement in the Computational Efficiency in the Analysis of Signals by way of Adaptive Time Frequency Distributions. EUROCAST (1997)
Manuel Fernández Delgado, Carlos V. Regueiro, Eduardo Sánchez Vila, Senén Barro
MART: Una Red Neuronal para la clasificación de patrones multicanal. Inteligencia Artif. 1 (1) (1997)
Alberto Bugarín, Purificación Cariñena, Manuel Fernández Delgado, Senén Barro
Petri Net Representation of Fuzzy Reasoning under Incomplete Information. ISMVL (1996)