Publications

 

349 entries « 2 of 7 »

2022

P. García-Bringas and H. Pérez-García and F. J. Martínez de Pisón and J. R. Villar-Flecha and A. Troncoso and E. A. de la Cal and Á. Herrero and F. Martínez-Álvarez and G. Psaila and H. Quintián and E. Corchado

Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022). Salamanca, Spain, September 5-7, 2022 Proceedings

Springer, vol. 532, 2022, ISBN: 978-3-031-18409-3.

Links | BibTeX | Tags: big data, deep learning

D. Hadjout and J. F. Torres and A. Troncoso and A. Sebaa and F. Martínez-Álvarez

Electricity consumption forecasting based on ensemble deep learning with application to the Algerian market Journal Article

In: Energy, vol. 243, pp. 123060, 2022.

Abstract | Links | BibTeX | Tags: deep learning, energy, time series

F. Martínez-Álvarez and A. Troncoso and H. Quintián and E. Corchado

Special issue SOCO-CISIS 2019-IGPL Journal Article

In: Logig Journal of the IGPL, vol. 30, no. 2, pp. 211-213, 2022.

Links | BibTeX | Tags:

J. F. Torres and F. Martínez-Álvarez and A. Troncoso

A deep LSTM network for the Spanish electricity consumption forecasting Journal Article

In: Neural Computing and Applications, vol. 34, pp. 10533-10545, 2022.

Abstract | Links | BibTeX | Tags: deep learning, energy

F. Martínez-Álvarez and A. Troncoso and H. Quintián and E. Corchado

Special Issue SOCO 2019: New trends in soft computing and its application in industrial and environmental problems Journal Article

In: Neurocomputing, vol. 470, pp. 278-279, 2022.

Links | BibTeX | Tags:

A. Gómez-Losada and G. Asencio-Cortés and N. Duch-Brown

Automatic Eligibility of Sellers in an Online Marketplace: A Case Study of Amazon Algorithm Journal Article

In: Information, vol. 13, no. 44, pp. 1–16, 2022.

Abstract | Links | BibTeX | Tags: feature selection, time series

M.A. Castán-Lascorz and P. Jiménez-Herrera and A. Troncoso and G. Asencio-Cortés

A new hybrid method for predicting univariate and multivariate time series based on pattern forecasting Journal Article

In: Information Sciences, vol. 586, pp. 611–627, 2022.

Abstract | Links | BibTeX | Tags: energy, pattern recognition, time series

G. Velázquez and F. Morales and M. García-Torres and F. Gómez-Vela and F. Divina and J.L. Vázquez Noguera and F. Daumas-Ladouce and C. Ayala and D. Pinto-Roaand P. Gardel-Sotomayor

Distribution level Electric current consumption and meteorological data set of the East region of Paraguay Journal Article

In: Data in Brief, vol. 40, pp. 107699, 2022.

Abstract | Links | BibTeX | Tags: energy, time series

S. Gómez-Guerrero and I. Ortiz and G. and Sosa-Cabrera and M. García-Torres and C.E. Schaerer

Measuring Interactions in Categorical Datasets Using Multivariate Symmetrical Uncertainty Journal Article

In: Entropy, vol. 24, no. 1, pp. 64, 2022.

Abstract | Links | BibTeX | Tags: feature selection

C. Segarra-Martín and M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez

A novel approach to discover numerical association based on the Coronavirus Optimization Algorithm Conference

SAC 37th Symposium On Applied Computing, 2022.

Abstract | BibTeX | Tags: association rules

L. Melgar-García and D. Gutiérrez-Avilés and M. T. Godinho and R. Espada and I. S. Brito and F. Martínez-Álvarez and A. Troncoso and C. Rubio-Escudero

A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture Journal Article

In: Neurocomputing, vol. 500, pp. 268-278, 2022.

Abstract | Links | BibTeX | Tags: big data, pattern recognition

J. A. Gallardo-Gómez and F. Divina and A. Troncoso and F. Martínez-Álvarez

Explainable Artificial Intelligence for the Electric Vehicle Load Demand Forecasting Problem Conference

SOCO 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, Advances in Intelligent Systems and Computing 2022.

Links | BibTeX | Tags: big data, energy, time series

F. Delgado-Chaves and P. M. Martínez-García and A. Herrero-Ruiz and F. Gómez-Vela and F. Divina and S. Jimeno-González and F. Cortés-Ledesma

Data of transcriptional effects of the merbarone-mediated inhibition of TOP2 Journal Article

In: Data in Brief, vol. 44, pp. 108499, 2022.

Abstract | Links | BibTeX | Tags: bioinformatics

F. Morales and M. García-Torres and G. Velázquez and F. Daumas-Ladouce and P. Gardel-Sotomayor and F. Gómez-Vela and F. Divina and J. L. Vázquez Noguera and C. Sauer Ayala and D. Pinto-Roa

Analysis of Electric Energy Consumption Profiles Using a Machine Learning Approach: A Paraguayan Case Study Journal Article

In: Electronics, vol. 11, no. 2, pp. 267, 2022.

Abstract | Links | BibTeX | Tags: big data, energy, time series

P. Mugariri and H. Abdullah and M. García-Torres and B.D. Parameshchari and K.N. Abdul-Sattar

Promoting Information Privacy Protection Awareness for Internet of Things (IoT) Journal Article

In: Mobile Information Systems, vol. 2022, pp. 1–11, 2022.

Abstract | Links | BibTeX | Tags: IoT

D. Aquino-Brítez and J.A. Gómez and J.L. Vázquez Noguera and M. García-Torres and J.C. Mello Román and P.E. Gardel-Sotomayor and V.E. Castillo Benitez and I. Castro Matto and D.P. Pinto-Roa and J. Facon and S.A. Grillo

Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms Journal Article

In: Studies in Health Technology and Informatics, vol. 290, pp. 689–693, 2022.

Abstract | Links | BibTeX | Tags: bioinformatics

Gaia collaboration

Gaia Early Data Release 3-The celestial reference frame (Gaia-CRF3) Journal Article

In: Astronomy & Astrophysics, vol. 667, no. A148, pp. A148, 2022.

Abstract | Links | BibTeX | Tags: astrostatistics

Gaia Collaboration

Gaia Data Release 3. Summary of the content and survey properties Journal Article

In: Astronomy & Astrophysics, 2022.

Abstract | Links | BibTeX | Tags: astrostatistics

E. T. Habtermariam and K. Kekeba and A. Troncoso and F. Martínez-Álvarez

A Cluster-Based Deep Learning Model for Energy Consumption Forecasting in Ethiopia Conference

SOCO 17th International Conference on Soft Computing Models in Industrial and Environmental Applications , vol. 531, Lecture Notes in Networks and Systems 2022.

Links | BibTeX | Tags: deep learning, energy, pattern recognition, time series

M. J. Jiménez-Navarro and M. Martínez-Ballesteros and I. S. Sousa Brito and F. Martínez-Álvarez and G. Asencio-Cortés

Feature-Aware Drop Layer (FADL): A Nonparametric Neural Network Layer for Feature Selection Conference

SOCO 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, vol. 531, Lecture Notes in Networks Systems 2022.

Links | BibTeX | Tags: deep learning, feature selection

L. Melgar-García and D. Gutiérrez-Avilés and C. Rubio-Escudero and A. Troncoso

Nearest neighbors with incremental learning for real-time forecasting of electricity demand Conference

IEEE International Conference on Data Mining Workshops, 2022.

Links | BibTeX | Tags: energy, IoT, time series

2021

K.-T. T. Bui and J. F. Torres and D. Gutiérrez-Avilés and V. H. Nhu and F. Martínez-Álvarez and D. T. Bui

Deformation forecasting of a hydropower dam by hybridizing a Long Short-Term Memory deep learning network with the Coronavirus Optimization Algorithm Journal Article

In: Computer-Aided Civil and Infrastructure Engineering, vol. 37, pp. 1368-1386, 2021.

Abstract | Links | BibTeX | Tags: deep learning, time series

R. Scitovski and K. Sabo and F. Martínez-Álvarez and S. Ungar

Cluster analysis and applications Book

Springer, 2021, ISBN: 978-3-030-74551-6.

Abstract | Links | BibTeX | Tags: pattern recognition

J. F. Torres and M. J. Jiménez-Navarro and F. Martínez-Álvarez and A. Troncoso

Electricity consumption time series forecasting using Temporal Convolutional Networks Conference

CAEPIA Conference of the Spanish Association for Artificial Intelligence , Lecture Notes in Artificial Intelligence 2021.

BibTeX | Tags: deep learning, time series

A. Melara and J. F. Torres and A. Troncoso and F. Martínez-Álvarez

Electricity Generation Forecasting in Concentrating Solar-Thermal Power Plants with Ensemble Learning Conference

SOCO International Conference on Soft Computing Models in Industrial and Environmental Applications, vol. 1401, Advances in Intelligent Systems and Computing 2021.

Links | BibTeX | Tags: deep learning, energy, time series

D. Hadjout and J. F. Torres and A. Sebaa and F. Martínez-Álvarez

Medium-Term Electricity Consumption Forecasting in Algeria Based on Clustering, Deep Learning and Bayesian Optimization Methods Conference

SOCO International Conference on Soft Computing Models in Industrial and Environmental Applications, vol. 1401, Advances in Intelligent Systems and Computing 2021.

Links | BibTeX | Tags: deep learning, energy, time series

M. J. Jiménez-Navarro and F. Martínez-Álvarez and A. Troncoso and G. Asencio-Cortés

HLNet: A Novel Hierarchical Deep Neural Network for Time Series Forecasting Conference

SOCO International Conference on Soft Computing Models in Industrial and Environmental Applications, vol. 1401, Advances in Intelligent Systems and Computing 2021.

Links | BibTeX | Tags: deep learning, time series

M. A. Molina and M. J. Jiménez-Navarro and F. Martínez-Álvarez and G. Asencio-Cortés

A Model-Based Deep Transfer Learning Algorithm for Phenology Forecasting Using Satellite Imagery Conference

HAIS 16th International Conference on Hybrid Artificial Intelligence Systems, vol. 12886, Lecture Notes in Computer Science 2021.

Links | BibTeX | Tags: deep learning, time series

A. Morales-Esteban and F. Martínez-Álvarez and S. Scitovski and R. Scitovski

Mahalanobis clustering for the determination of incidence-magnitude seismic parameters for the Iberian Peninsula and the Republic of Croatia Journal Article

In: Computers and Geosciences, vol. 156, pp. 104873, 2021.

Abstract | Links | BibTeX | Tags: natural disasters, pattern recognition

M. García-Torres and F. Gómez-Vela and F. Divina and D.P. Pinto-Roa and J.L. Vázquez Noguera and J.C. Román

Scatter search for high-dimensional feature selection using feature grouping Conference

GECCO Genetic and Evolutionary Computation Conference, 2021.

Links | BibTeX | Tags: big data, feature selection, pattern recognition

J. F. Torres and D. Hadjout and A. Sebaa and F. Martínez-Álvarez and A. Troncoso

Deep Learning for Time Series Forecasting: A Survey Journal Article

In: Big Data, vol. 9, no. 1, pp. 3-21, 2021.

Abstract | Links | BibTeX | Tags: big data, deep learning, time series

R. Mortazavi and S. Mortazavi and A. Troncoso

Wrapper-based feature selection using regression trees to predict intrinsic viscosity of polymer Journal Article

In: Engineering with Computers, 2021.

Abstract | Links | BibTeX | Tags: feature selection

L. Melgar-García and D. Gutiérrez-Avilés and C. Rubio-Escudero and A. Troncoso

Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach Journal Article

In: Information Sciences, vol. 558, pp. 174-193, 2021.

Abstract | Links | BibTeX | Tags: big data, IoT, pattern recognition

A. R. Troncoso-García and J. A. Ortega and R. Seepold and N. Martínez-Madrid

Non-invasive devices for respiratory sound monitoring Conference

KES International Conference on Knowledge Based and Intelligent information and Engineering Systems, 2021.

Links | BibTeX | Tags: IoT

A. J. Pérez-Pulido and G. Asencio-Cortés and A. M. Brokate-Llanos and G. Brea-Calvo and M. R. Rodríguez-Griñolo and A. Garzón and M. J. Muñoz

Serial co-expression analysis of host factors from SARS-CoV viruses highly converges with former high-throughput screenings and proposes key regulators Journal Article

In: Briefings in Bioinformatics, vol. 22, no. 2, pp. 1038–1052, 2021.

Abstract | Links | BibTeX | Tags: bioinformatics

J. Roiz-Pagador and A. M. Chacon-Maldonado and R. Ruiz and G. Asencio-Cortes

Earthquake Prediction in California using Feature Selection techniques Conference

SOCO 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, Advances in Intelligent Systems and Computing 2021.

Links | BibTeX | Tags: feature selection, natural disasters, time series

S.A. Grillo and J.C. Román and J.D. Mello-Román and J.L. Vázquez Noguera and M. García-Torres and F. Divina and P.E. Sotomayor

Adjacent Inputs With Different Labels and Hardness in Supervised Learning Journal Article

In: IEEE Access, pp. 162487–162498, 2021.

Links | BibTeX | Tags: feature selection, pattern recognition

R. Parra and V. Ojeda and J.L. Vázquez Noguera and M. García-Torres and J.C. Mello-Román and C. Villalba and J. Facon and F. Divina and O. Cardozo and V. Castillo

A Trust-Based Methodology to Evaluate Deep Learning Models for Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images Journal Article

In: Diagnostics, vol. 11, no. 11, pp. 1951, 2021.

Links | BibTeX | Tags: bioinformatics, deep learning, pattern recognition

J. Ayala and M. García-Torres and J.L. Vázquez Noguera and F. Gómez-Vela and F. Divina

Technical analysis strategy optimization using a machine learning approach in stock market indices Journal Article

In: Knowledge-Based Systems, pp. 107119, 2021.

Links | BibTeX | Tags: deep learning, pattern recognition

P.M. Martínez-García and M. García-Torres and F. Divina and J. Terrón-Bautista and I. Delgado-Sainz and F. Gómez-Vela and F. Cortés-Ledesma

Genome-wide prediction of topoisomerase II $beta$ binding by architectural factors and chromatin accessibility Journal Article

In: PLoS computational biology, vol. 17, no. 1, pp. e1007814, 2021.

Links | BibTeX | Tags: bioinformatics

A. Lopez-Fernandez and D. Rodriguez-Baena and F. Gomez-Vela and F. Divina and M. Garcia-Torres

A multi-GPU biclustering algorithm for binary datasets Journal Article

In: Journal of Parallel and Distributed Computing, vol. 147, pp. 209–219, 2021.

Links | BibTeX | Tags: bioinformatics, pattern recognition

V.E. Castillo Benítez and I. Castro Matto and J.C. Mello Román and J.L. Vázquez Noguera and M. García-Torres and J. Ayala and D.P. Pinto-Roa and P.E. Gardel-Sotomayor and J. Facon and S.A. Grillo

Dataset from fundus images for the study of diabetic retinopathy Journal Article

In: Data in Brief, vol. 36, pp. 107068, 2021.

Abstract | Links | BibTeX | Tags: bioinformatics

H. Ho Shin and C. Sauer Ayala and P. Pérez-Estigarribia and S.A. Grillo and L. Segovia-Cabrera and M. García-Torres and C. Gaona and S. Irala and M.E. Pedrozo and G. Sequera and J.L. Vázquez Noguera and E. De Los Santos

A Mathematical Model for COVID-19 with Variable Transmissibility and Hospitalizations: A Case Study in Paraguay Journal Article

In: Applied Sciences, vol. 11, no. 20, pp. 9726, 2021.

Abstract | Links | BibTeX | Tags: bioinformatics

F. Divina and F. Gómez-Vela and M. García-Torres

Advanced Optimization Methods and Big Data Applications in Energy Demand Forecast Journal Article

In: Applied Sciences, vol. 11, no. 3, pp. 1261, 2021.

Links | BibTeX | Tags: energy

Gaia Collaboration and M. García-Torres

Gaia Early Data Release 3-Acceleration of the Solar System from Gaia astrometry Journal Article

In: Astronomy & Astrophysics, vol. 649, pp. A9, 2021.

Links | BibTeX | Tags: astrostatistics

Gaia Collaboration and M. García-Torres

Gaia Early Data Release 3-The Galactic anticentre Journal Article

In: Astronomy & Astrophysics, vol. 649, pp. A8, 2021.

Links | BibTeX | Tags: astrostatistics

A. GA. Brown and A. Vallenari and T. Prusti and JHJ. De Bruijne and C. Babusiaux and M. Biermann and OL. Creevey and DW. Evans and L. Eyer and A. Hutton and M. García-Torres and others

Gaia Early Data Release 3-Summary of the contents and survey properties Journal Article

In: Astronomy & Astrophysics, vol. 649, pp. A1, 2021.

Links | BibTeX | Tags: astrostatistics

Gaia Collaboration and M. García-Torres

Gaia Early Data Release 3-Structure and properties of the Magellanic Clouds Journal Article

In: Astronomy & Astrophysics, vol. 649, pp. A7, 2021.

Links | BibTeX | Tags: astrostatistics

Gaia Collaboration and M. García-Torres

Gaia Early Data Release 3-The Gaia Catalogue of Nearby Stars Journal Article

In: Astronomy & Astrophysics, vol. 649, pp. A6, 2021.

Links | BibTeX | Tags: astrostatistics

L. Melgar-García and D. Gutiérrez-Avilés and C. Rubio-Escudero and A. Troncoso

Nearest neighbours-based forecasting for electricity demand time series in streaming Conference

CAEPIA Conference of the Spanish Association for Artificial Intelligence , Lecture Notes in Artificial Intelligence 2021.

Abstract | BibTeX | Tags: IoT, time series

349 entries « 2 of 7 »