Publications

233 entries « 2 of 5 »

2018

R. Pérez-Chacón and J. M. Luna and A. Troncoso and F. Martínez-Álvarez and J. C. Riquelme

Big data analytics for discovering electricity consumption patterns in smart cities (Journal Article)

Energies, 11 (3), pp. 683, 2018.

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

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

Pairwise gene GO-based measures for biclustering of high-dimensional expression data (Journal Article)

BioData Mining, 11 (4), 2018.

(Abstract | Links | BibTeX | Tags: bioinformatics)

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

A novel Spark-based multi-step forecasting algorithm for big data time series (Journal Article)

Information Sciences, 467 , pp. 800-818, 2018.

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

R. Talavera-Llames and R. Pérez-Chacón and A. Troncoso and F. Martínez-Álvarez

Big data time series forecasting based on nearest neighbors distributed computing with Spark (Journal Article)

Knowledge-Based Systems, 161 (1), pp. 12-25, 2018.

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

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

Data Science and Big Data in Energy Forecasting (Journal Article)

Energies, 11 (11), pp. 3224, 2018.

(Links | BibTeX | Tags: big data, energy)

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

A scalable approach based on deep learning for big data time series forecasting (Journal Article)

Integrated Computer-Aided Engineering, 25 (4), pp. 335-348, 2018.

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

D. Gutiérrez-Avilés and J. A. Fábregas and J. Tejedor and F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

SmartFD: A real big data application for electrical fraud detection (Conference)

HAIS 13th International Conference on Hybrid Artificial Intelligence Systems, Lecture Notes in Computer Science 2018.

(Links | BibTeX | Tags: big data, energy)

J. F. Torres and A. Troncoso and I. Koprinska and Z. Wang and F. Martínez-Álvarez

Deep learning for big data time series forecasting applied to solar power (Conference)

SOCO 13th International Conference on Soft Computing Models in Industrial and Environmental Applications, Advances in Intelligent Systems and Computing 2018.

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

Z. Wang and I. Koprinska and A. Troncoso and F. Martínez-Álvarez

Static and dinamic ensembles of neural networks for power solar forecasting (Conference)

IJCNN International Joint Conference on Neural Networks, 2018.

(BibTeX | Tags: energy, time series)

E. Pereda and M. García-Torres and B. Melián and S. Ma~nas and L. Méndez and J. González

The Blessing of Dimensionality: Feature Selection Outperforms Functional Connectivity-based Feature Transformation to Classify ADHD Subjects from EEG Patterns of Phase Synchronisation (Journal Article)

PLoS ONE, 13 (8), 2018.

(Links | BibTeX | Tags: bioinformatics)

M. García-Torres and Gaia collaboration

Gaia Data Release 2. Observational Hertzsprung-Russell diagrams (Journal Article)

Astronomy & Astrophysics, 616 (A10), 2018.

(Links | BibTeX | Tags: astrostatistics)

M. García-Torres and Gaia collaboration

Gaia Data Release 2. Summary of the contents and survey properties (Journal Article)

Astronomy & Astrophysics, 616 (A1), 2018.

(Links | BibTeX | Tags: astrostatistics)

M. García-Torres and Gaia collaboration

Gaia Data Release 2. Observations of Solar System Objects (Journal Article)

Astronomy & Astrophysics, 616 (A13), 2018.

(Links | BibTeX | Tags: astrostatistics)

M. García-Torres and Gaia collaboration

Gaia Data Release 2. Mapping the milky way disc kinematics (Journal Article)

Astronomy & Astrophysics, 616 (A11), 2018.

(Links | BibTeX | Tags: astrostatistics)

M. García-Torres and Gaia collaboration

Gaia Data Release 2. The celestial reference frame (Gaia-CRF2) (Journal Article)

Astronomy & Astrophysics, 616 (A14), 2018.

(Links | BibTeX | Tags: astrostatistics)

E. Florido and G. Asencio-Cortes and J. L. Aznarte and C. Rubio-Escudero and F. Martinez-Alvarez

A novel tree-based algorithm to discover seismic patterns in earthquake catalogs (Journal Article)

Computers and Geosciences, (115), pp. 96-104, 2018, ISSN: 0098-3004.

(Abstract | Links | BibTeX | Tags: natural disasters, time series)

2017

K. Asim and M. Awais and F. Martínez-Álvarez and T. Iqbal

Seismic activity prediction using computational intelligence techniques in northern Pakistan (Journal Article)

Acta Geophysica, 65 (5), pp. 919-930, 2017.

(Abstract | Links | BibTeX | Tags: natural disasters)

K. Asim and F. Martínez-Álvarez and A. Basit and T. Iqbal

Earthquake magnitude prediction in Hindukush region using machine learning techniques (Journal Article)

Natural Hazards, 85 (1), pp. 471-486, 2017.

(Abstract | Links | BibTeX | Tags: natural disasters)

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

Deep Learning - Based Approach for Time Series Forecasting with Application to Electricity Load (Conference)

IWINAC International Work-Conference on the Interplay Between Natural and Artificial Computation, Lecture Notes in computer Science 2017.

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

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

Scalable Forecasting Techniques Applied to Big Electricity Time Series (Conference)

IWANN International Work-Conference on Artificial Neural Networks, Lecture Notes in Computer Science 2017.

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

O. Luaces and J. Díez and A. Alonso-Betanzos and A. Troncoso and A. Bahamonde

Content-based methods in peer assessment of open-response questions to grade students as authors and as graders (Journal Article)

Knowledge-Based Systems, 117 , pp. 79-87, 2017.

(Abstract | Links | BibTeX | Tags: big data)

G. Asencio-Cortés and F. Martínez-Álvarez and A. Morales-Esteban and J. Reyes and A. Troncoso

Using principal component analysis to improve earthquake magnitude prediction in Japan (Journal Article)

Logical Journal of the IGPL, 25 (6), pp. 949-966, 2017.

(Abstract | Links | BibTeX | Tags: natural disasters)

G. Asencio-Cortés and F. Martínez-Álvarez and A. Troncoso and A. Morales-Esteban

Medium-Large earthquake magnitude prediction in Tokyo with artificial neural networks (Journal Article)

Neural Computing and Applications, 28 (5), pp. 1043-1055, 2017.

(Abstract | Links | BibTeX | Tags: natural disasters)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

Recent Advances in energy Time Series Forecasting (Journal Article)

Energies, 10 (6), pp. 809, 2017.

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

F. Martínez-Álvarez and A. Troncoso and J. Reyes and M. Martínez-Ballesteros and J. C. Riquelme

Applications of computational intelligence in Time Series (Journal Article)

Computational Intelligence and Neuroscience, article id 9361749 , 2017.

(Links | BibTeX | Tags: time series)

M. J. Fernández-Gómez and G. Asencio-Cortés and A. Troncoso and F. Martínez-Álvarez

Large earthquake magnitude prediction in Chile with imbalanced classifiers and ensemble learning (Journal Article)

Applied Sciences, 7 (6), pp. 625, 2017.

(Abstract | Links | BibTeX | Tags: natural disasters)

N. Bokde and A. Troncoso and G. Asencio-Cortés and K. Kulat and F. Martínez-Álvarez

Pattern sequence similarity based techniques for wind speed forecasting (Conference)

ITISE International Work-Conference on Time Series Analysis, 2017.

(BibTeX | Tags: time series)

M. García-Torres and Gaia collaboration

Gaia Data Release 1. Open cluster astrometry: performance, limitations, and future prospects (Journal Article)

Astronomy & Astrophysics, 601 (A19), 2017.

(Links | BibTeX | Tags: astrostatistics)

M. García-Torres and Gaia collaboration

Gaia Data Release 1. Testing the parallaxes with local Cepheids and RR Lyrae stars (Journal Article)

Astronomy & Astrophysics, 605 (A79), 2017.

(Links | BibTeX | Tags: astrostatistics)

N. Bokde and G. Asencio-Cortes and F. Martinez-Alvarez and K. Kulat

PSF: Introduction to R Package for Pattern Sequence Based Forecasting Algorithm (Journal Article)

R Journal, 1 (9), pp. 324-333, 2017, ISSN: 2073-4859.

(Abstract | BibTeX | Tags: time series)

G. Asencio-Cortes and S. Scitovski and R. Scitovski and F. Martinez-Alvarez

Temporal analysis of croatian seismogenic zones to improve earthquake magnitude prediction (Journal Article)

Earth Science Informatics, 3 (10), pp. 303-320, 2017, ISSN: 1865-0481.

(Links | BibTeX | Tags: natural disasters, time series)

J. L. Amaro-Mellado and A. Morales-Esteban and G. Asencio-Cortes and F. Martinez-Alvarez

Comparing seismic parameters for different source zone models in the Iberian Peninsula (Journal Article)

Tectonophysics, (717), pp. 449-472, 2017, ISSN: 0040-1951.

(Abstract | Links | BibTeX | Tags: natural disasters, time series)

2016

M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez and J. C. Riquelme

Improving a multi-objective evolutionary algorithm to discover quantitative association rules (Journal Article)

Knowledge and Information Systems, 49 , pp. 481-509, 2016.

(Links | BibTeX | Tags: association rules)

G. Asencio-Cortés and E. Florido and A. Troncoso and F. Martínez-Álvarez

A novel methodology to predict urban traffic congestion with ensemble learning (Journal Article)

Knowledge and Information Systems, 20 , pp. 4205–4216, 2016.

(Links | BibTeX | Tags: time series)

G. Asencio-Cortés and F. Martínez-Álvarez

Supervised learning applied to urban traffic congestion forecasting (Conference)

KOI 16th International Conference on Operational Research, 2016, ISBN: 1849-5141.

(Links | BibTeX | Tags: time series)

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

11th International Conference on Hybrid Artificial Intelligent Systems (HAIS 2016) - Seville, Spain, April 18-20, 2016, Proceedings (Proceeding)

Springer, 9648 , 2016, ISBN: 978-3-319-32034-2.

(Links | BibTeX | Tags: )

E. Florido and J. L. Aznarte-Mellado and A. Morales-Esteban and F. Martínez-Álvarez

Earthquake magnitude prediction based on artificial neural networks: A survey (Journal Article)

Croatian Operational Research Review, 7 (2), pp. 159-169, 2016.

(Abstract | Links | BibTeX | Tags: natural disasters)

J. Reyes and A. Morales-Esteban and E. González and F. Martínez-Álvarez

Comparison between Utsu's and Vere-Jones' aftershocks model by means of a computer simulation based on the acceptance-rejection sampling of von Neumann (Journal Article)

Tectonophysics, 682 , pp. 108-119, 2016.

(Abstract | Links | BibTeX | Tags: natural disasters)

K. Asim and A. Idris and F. Martínez-Álvarez and T. Iqbal

Short term earthquake prediction in Hindukush using tree based ensemble learning (Conference)

IEEE International Conference on Frontiers of Information Technology (FIT'16), 2016.

(Links | BibTeX | Tags: natural disasters)

F. Hassan and N. Iqabl and F. Martínez-Álvarez and K. M. Asim

Passivity Based Control of Cyber Physical Systems Under Zero-Dynamics Attack (Conference)

HAIS Hybrid Artificial Intelligent Systems, Lecture Notes in Computer Science 2016.

(Links | BibTeX | Tags: IoT)

D. Gutiérrez-Avilés and C. Rubio-Escudero

TRIQ: A Comprehensive Evaluation Measure for Triclustering Algorithms (Conference)

Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings, Lecture Notes in Computer Science 2016.

(Links | BibTeX | Tags: bioinformatics, time series)

M. García-Torres and F. Gómez-Vela and B. Melián-Batista and J. Marcos Moreno-Vega

High-dimensional feature selection via feature grouping: A Variable neighborhood Search approach (Journal Article)

Information Sciences, 326 , pp. 102-118, 2016.

(Links | BibTeX | Tags: feature selection)

R. Talavera-Llames and R. Pérez-Chacón and M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez

A Nearest Neighbours - Based Algorithm for Big Time Series Data Forecasting (Conference)

HAIS 11th International Conference on Hybrid Artificial Intelligence Systems, Lecture Note in Computer Science 2016.

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

M. García-Torres and Gaia collaboration

The Gaia Mission (Journal Article)

Astronomy & Astrophysics, 595 (A1), 2016.

(Links | BibTeX | Tags: astrostatistics)

R. Pérez-Chacón and R. Talavera-Llames and F. Martínez-Álvarez and A. Troncoso

Finding Electric Energy Consumption Patterns in Big Time Series Data (Conference)

DCAI 13th International Conference on Distributed Computing and Artificial Intelligence, Advances in Intelligent Systems and Computing 2016.

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

M. García-Torres and Gaia collaboration

Gaia Data Release 1. Summary of the astrometric, photometric, and survey properties (Journal Article)

Astronomy & Astrophysics, 595 (A2), 2016.

(Links | BibTeX | Tags: astrostatistics)

M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

Obtaining optimal quality measures for quantitative association rules (Journal Article)

Neurocomputing, 176 , pp. 36-47, 2016.

(Abstract | Links | BibTeX | Tags: association rules)

J. A. Nepomuceno and A. Troncoso and I. Nepomuceno and J. S. Aguilar-Ruiz

Biclustering of gene expression data based on SimUI semantic similarity measure (Conference)

HAIS 11th International Conference on Hybrid Artificial Intelligence Systems, Lecture Notes in Computer Science 2016.

(Links | BibTeX | Tags: bioinformatics)

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

Automated Spark clusters deployment for Big Data with standalone applications integration (Conference)

CAEPIA Multiconferencia de la Asociación Española para la Inteligencia Artificial (TAMIDA VII Simposio de Teoría y Aplicaciones de Minería de Datos), Lecture Notes in Computer Science 2016.

(Links | BibTeX | Tags: big data)

F. J. Duque-Pintor and M. J. Fernández-Gómez and A. Troncoso and F. Martínez-Álvarez

A new methodology based on imbalanced classification for predicting outliers in electricity demand time series (Journal Article)

Energies, 9 (9), pp. 752, 2016.

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

233 entries « 2 of 5 »