Publications

 

349 entries « 6 of 7 »

2013

M. García-Torres and Gaia Collaboration

The Gaia astrophysical parameters inference system (Apsis). Pre-launch description Journal Article

In: Astronomy & Astrophysics, vol. 559, no. A74, 2013.

Links | BibTeX | Tags: astrostatistics

I. Koprinska and M. Rana and A. Troncoso and F. Martínez-Álvarez

Combining Pattern Sequence Similarity with Neural Networks for Forecasting Electricity Demand Time Series Conference

IJCNN International Joint Conference on Neural Networks, 2013.

Links | BibTeX | Tags: energy, time series

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

Minería de Datos para predecir retenciones en el punto kilométrico 12 de la SE-30 Workshop

CAEPIA Multiconferencia de la Asociación Española para la Inteligencia Artificial (TAMIDA VI Simposio de Teoría y Aplicaciones de Minería de Datos), 2013.

BibTeX | Tags: time series

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

A sensitivity analysis for quality measures of quantitative association rules Conference

HAIS 8th International Conference on Hibryd Artificial Intelligence Systems, Lecture Notes in Computer Science 2013.

Links | BibTeX | Tags: association rules

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

A comparative study of machine learning regression methods on LIDAR data: A case study Conference

SOCO 9th International Conference on Soft Computing Models in Industrial and Environmental Applications, Advances in Intelligent Systems and Computing 2013.

Links | BibTeX | Tags: time series

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

Peer assessment in MOOCs using preference learning via matrix factorization Workshop

NIPS Neural Information Processing Systems Foundation (Workshop on Data Driven Education), 2013.

BibTeX | Tags: big data

2012

C. Rubio Escudero and B. Pontes and J. A. Nepomuceno and F. Martínez-Álvarez and F. L. Cruz

Experiencia docente en lengua inglesa en el Espacio Europeo de Educación Superior Conference

INDOTEC III Jornadas de innovación docente y adaptación al EEES en las titulaciones técnicas, 2012, ISBN: 978-84-15418-73-3.

BibTeX | Tags: education

F. Martínez-Álvarez and C. Rubio Escudero and B. Pontes and F. L. Cruz

Educación presencial y a distancia para titulaciones de Ingeniería Informática Conference

INDOTEC III Jornadas de innovación docente y adaptación al EEES en las titulaciones técnicas, 2012, ISBN: 978-84-15418-73-3.

BibTeX | Tags: education

J. L. de Justo and A. Morales-Esteban and F. Martínez-Álvarez and J. M. Azañón

Probabilistic method to estimate design accelerograms in Seville and Granada based on uniform seismic hazard response spectra Book Chapter

In: Chapter 12, pp. 299-328, InTech, 2012, ISBN: 978-953-307-840-3.

Links | BibTeX | Tags: natural disasters

G. Asencio-Cortes and J. S. Aguilar-Ruiz and A. E. Marquez-Chamorro and R. Ruiz and C. E. Santiesteban-Toca

Prediction of Mitochondrial Matrix Protein Structures Based on Feature Selection and Fragment Assembly Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, ISBN: 978-3-642-29066-4.

Abstract | BibTeX | Tags: bioinformatics

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and J. Bacardit and G. Asencio-Cortes and C. E. Santiesteban-Toca

A NSGA-II Algorithm for the Residue-Residue Contact Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, ISBN: 978-3-642-29066-4.

Abstract | BibTeX | Tags: bioinformatics

C. E. Santiesteban-Toca and G. Asencio-Cortes and A. E. Marquez-Chamorro and J. S. Aguilar-Ruiz

Short-Range Interactions and Decision Tree-Based Protein Contact Map Predictor Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, ISBN: 978-3-642-29066-4.

Abstract | BibTeX | Tags: bioinformatics

A. Morales-Esteban and J. L. de Justo and F. Martínez-Álvarez and J. M. Azañón

Probabilistic method to select calculation accelerograms based on uniform seismic hazard acceleration response spectra Journal Article

In: Soil Dynamics and Earthquake Engineering, vol. 43, no. 3, pp. 174-185, 2012.

Abstract | Links | BibTeX | Tags: natural disasters

D. Gutiérrez-Avilés and F. Martínez-Álvarez and C. Rubio-Escudero and J. C. Riquelme

Finding motifs in DNA sequences Workshop

Spanish Conference on Technologies and Fuzzy Logic (ESTYLF'12), 2012.

BibTeX | Tags: bioinformatics

R. Ruíz and J. Riquelme and J. Aguilar-Ruíz and M. García-Torres

Fast feature selection aimed at high dimensional data via hybrid-sequential-ranked searches Journal Article

In: Expert Systems with Applications, vol. 39, no. 12, pp. 11094-11102, 2012.

Links | BibTeX | Tags: feature selection

M. Arias and A. Troncoso and J. C. Riquelme

A Kernel for Time Series Clasification. Application to Atmospheric Pollutants Conference

SOCO 8th International Conference on Soft Computing Models in Industrial and Environmental Applications, Advances in Intelligent Systems and Computing 2012.

Links | BibTeX | Tags: time series

2011

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

A multi-objective genetic algorithm for the Protein Structure Prediction Conference

2011 11th International Conference on Intelligent Systems Design and Applications, 2011, ISSN: 2164-7151.

Links | BibTeX | Tags: bioinformatics

G. Asencio-Cortes and J. S. Aguilar-Ruiz

Predicting protein distance maps according to physicochemical properties Conference

vol. 8, 2011, ISSN: 1613-4516.

Links | BibTeX | Tags: bioinformatics

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

Residue-Residue Contact Prediction Based on Evolutionary Computation Conference

5th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2011), Springer Berlin Heidelberg, 2011, ISBN: 978-3-642-19914-1.

Abstract | BibTeX | Tags: bioinformatics

G. Asencio-Cortes and J. S. Aguilar-Ruiz and A. E. Marquez-Chamorro

Prediction of Protein Distance Maps by Assembling Fragments According to Physicochemical Similarities Conference

5th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2011), 2011, ISBN: 978-3-642-19914-1.

Abstract | BibTeX | Tags: bioinformatics

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

An Evolutionary Approach for Protein Contact Map Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011, ISBN: 978-3-642-20389-3.

Abstract | BibTeX | Tags: bioinformatics

G. Asencio-Cortes and J. S. Aguilar-Ruiz and A. E. Marquez-Chamorro

A Nearest Neighbour-Based Approach for Viral Protein Structure Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011, ISBN: 978-3-642-20389-3.

Abstract | BibTeX | Tags: bioinformatics

C. E. Santiesteban-Toca and A. E. Marquez-Chamorro and G. Asencio-Cortes and J. S. Aguilar-Ruiz

A Decision Tree-Based Method for Protein Contact Map Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011, ISBN: 978-3-642-20389-3.

Abstract | BibTeX | Tags: bioinformatics

F. Martínez-Álvarez

Clustering Preprocessing to Improve Time Series Forecasting Journal Article

In: AI Commun., vol. 24, no. 1, pp. 97-98, 2011.

Abstract | Links | BibTeX | Tags: time series

C. Rubio-Escudero and F. Martínez-Álvarez and M. Martínez-Ballesteros and J. C. Riquelme

On the use of algorithms to discover motifs in DNA sequences Conference

IEEE International Conference on Intelligent Systems Design and Applications (ISDA'11), 2011.

Links | BibTeX | Tags: bioinformatics

F. Gómez-Vela and F. Martínez-Álvarez and C. D. Barranco and N. Díaz-Díaz and D. S. Rodríguez-Baena and J. S. Aguilar-Ruiz

Pattern recognition in biological time series Conference

Conference of the Spanish Association for Artificial Intelligence (CAEPIA'11), Lecture Notes in Artificial Intelligence 2011.

Links | BibTeX | Tags: bioinformatics, time series

M. Martínez-Ballesteros and C. Rubio-Escudero and J. C. Riquelme and F. Martínez-Álvarez

Mining quantitative association rules in microarray data using evolutive algorithms Conference

International Conference on Agents and Artificial Intelligence (ICAART'11), 2011.

BibTeX | Tags: association rules

J. García-Gutiérrez and F. Martínez-Álvarez and J. C. Riquelme

Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps Conference

International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE'10), Lecture Notes in Artificial Intelligence 2011.

Links | BibTeX | Tags: time series

D. Gutiérrez-Avilés and C. Rubio-Escudero and J. C. Riquelme

Revisiting the yeast cell cycle problem with the improved TriGen algorithm Conference

2011 Third World Congress on Nature and Biologically Inspired Computing, 2011.

Links | BibTeX | Tags: bioinformatics, time series

D. Gutiérrez-Avilés and C. Rubio-Escudero and J. C. Riquelme

Unravelling the Yeast Cell Cycle Using the TriGen Algorithm Conference

Advances in Artificial Intelligence, 2011.

Links | BibTeX | Tags: bioinformatics, time series

R. Arma~nanzas and Y. Saeys and I. Inza and M. García-Torres and C. Bielza and Y. van~de~Peer and P. Larra~naga

Peakbin selection in mass spectrometry data using a consensus approach with estimation of distribution algorithms Journal Article

In: IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 8, no. 3, pp. 760-774, 2011.

Links | BibTeX | Tags: bioinformatics

R. Oreiro and C. Rodríguez-López and E. Solano and A. Ulla and R. Ostensen and M. García-Torres

A search for new hot subdwarf stars by means of Virtual Observatory tools Journal Article

In: Astronomy & Astrophysics, vol. 530, no. A2, 2011.

Links | BibTeX | Tags: astrostatistics

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme and J. S. Aguilar-Ruiz

Energy Time Series Forecasting Based on Pattern Sequence Similarity Journal Article

In: IEEE Transactions on Knowledge and Data Engineering, vol. 23, no. 8, pp. 1230-1243, 2011.

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

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

Biclustering of Gene Expression Data by Correlation-Based Scatter Search Journal Article

In: BioData Mining, vol. 4, no. 3, 2011.

Abstract | Links | BibTeX | Tags: bioinformatics

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

Computational Intelligent Techniques for Predicting Earthquakes Conference

HAIS 6th International Conference on Hibryd Artificial Intelligence Systems, Lecture Notes in Computer Science 2011.

Links | BibTeX | Tags: natural disasters

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

An Evolutionary Algorithm to Discover Quantitative Association Rules in Multidimensional Time Series Journal Article

In: Soft Computing, vol. 15, no. 10, pp. 2065-2084, 2011.

Abstract | Links | BibTeX | Tags: association rules

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme and J. S. Aguilar-Ruiz

Discovery of Motifs for Forecast Outlier Occurrence in Time Series Journal Article

In: Pattern Recognition Letters, no. 32, pp. 1652–1665, 2011.

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

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

Inferring Genes Coexpression Networks with Biclustering Based on Scatter Search Conference

ISDA 11th International Conference on Intelligent Systems Design and Applications, 2011.

Links | BibTeX | Tags: bioinformatics

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

A Local Search in Scatter Search for Improving Biclusters Conference

NABIC 3th Congress on Natural and Biologically Inspired Computing, 2011.

Links | BibTeX | Tags: bioinformatics

F. Martínez-Álvarez and A. Troncoso

Outlier occurrence forecasting in time series Conference

ICORS International Conference on Robust Statistics, 2011.

BibTeX | Tags: time series

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

Minería de datos aplicada a la predicción de terremotos Workshop

CAEPIA XIV Conferencia de la Asociación Española para la Inteligencia Artificial. I Workshop International on Time Series, 2011.

BibTeX | Tags: natural disasters

L. J. Herrera and H. Pomares and I. Rojas and A. Troncoso

Competición de Series Temporales: TAMIDA2010- SICO 2010 Workshop

CAEPIA XIV Conferencia de la Asociación Española para la Inteligencia Artificial. I Workshop International on Time Series, 2011.

BibTeX | Tags: time series

2010

J. García-Gutiérrez and F. Martínez-Álvarez and J. C. Riquelme

Using remote data mining on LIDAR and imagery fusion data to develop land cover maps Conference

IEA-AIE International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, Lecture Notes in Artificial Intelligence 2010.

Links | BibTeX | Tags:

F. Martínez-Álvarez

Advanced time series forecasting using data mining techniques Book

LAP Lambert, 2010, ISBN: 978-3-8433-6041-8.

BibTeX | Tags: time series

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

Alpha Helix Prediction Based on Evolutionary Computation Conference

Pattern Recognition in Bioinformatics, 2010, ISBN: 978-3-642-16001-1.

Abstract | BibTeX | Tags: bioinformatics

G. Asencio-Cortes and J. S. Aguilar-Ruiz

Importancia de las Propiedades Fisico-Quimicas de los Aminoacidos en la Prediccion de Estructuras de Proteinas usando Vecinos mas Cercanos Conference

XV Congreso Español sobre Tecnologias y Logica Fuzzy, ISBN: 978-84-92944-02-6., 2010.

Abstract | BibTeX | Tags: bioinformatics

A. Morales-Esteban and F. Martínez-Álvarez and A. Troncoso and J. L. Justo and C. Rubio-Escudero

Pattern Recognition to Forecast Seismic Time Series Journal Article

In: Expert System with Applications, vol. 37, pp. 8333-8342, 2010.

Abstract | Links | BibTeX | Tags: natural disasters

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

Mining Quantitative Association Rules Based on Evolutionary Computation and its Application to Atmospheric Pollution Journal Article

In: Integrated Computer-Aided Engineering, vol. 17, pp. 227-242, 2010.

Abstract | Links | BibTeX | Tags: association rules

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

Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data Conference

EvoBio 8th European Conference on Evolutionary Computation Machine Learning an Data Mining in Bioinformatics, Lecture Notes in Computer Science 2010.

Links | BibTeX | Tags: bioinformatics

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

Evolutionary Metaheuristic for Biclustering Based on Linear Correlations Among Genes Conference

SAC 25th Symposium on Applied Computing, 2010.

Links | BibTeX | Tags: bioinformatics

349 entries « 6 of 7 »