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Publications

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Temporal and spatial variations of the absolute reflectivity of Jupiter and Saturn from 0.38 to 1.7μm with PlanetCam-UPV/EHU
Authors: Ricardo Hueso,Jose Félix Rojas,I. Mendikoa,Agustín Sánchez-Lavega,Javier López-Santiago,Santiago Pérez-Hoyos
We provide measurements of the absolute reflectivity of Jupiter and Saturn along their central meridians in filters covering a wide range of visible and near-infrared wavelengths (from 0.38 to 1.7 $��$m) that are not often presented in the literature. We also give measurements of the geometric… EDP Sciences

On Efficiently Solving the Vehicle Routing Problem with Time Windows Using the Bat Algorithm with Random Reinsertion Operators
Authors: Javier Del Ser,Javier Del Ser,Pedro Lopez-Garcia,Eneko Osaba,Xin-She Yang,Roberto Carballedo,Iztok Fister
An evolutionary and discrete variant of the Bat Algorithm (EDBA) is proposed for solving the Vehicle Routing Problem with Time Windows, or VRPTW. The EDBA developed not only presents an improved movement strategy, but it also combines with diverse heuristic operators to deal with this type of… Springer International Publishing

Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines
Authors: Cristina Perfecto,Miren Nekane Bilbao,Maria Carrillo,Javier Del Ser,Javier Del Ser,David Camacho
Nowadays the energy generation strategy of almost every nation around the world relies on a strong contribution from renewable energy sources. In certain countries the relevance taken by wind energy is particularly high within its national production share, mainly due to its large-scale wind flow… Springer International Publishing

Time-domain goal-oriented adaptivity using pseudo-dual error representations
Authors: Victor M. Calo,Victor M. Calo,Judit Muñoz-Matute,Elisabete Alberdi,David Pardo,David Pardo,David Pardo
Goal-oriented adaptive algorithms produce optimal grids to solve challenging engineering problems. Recently, a novel error representation using (unconventional) pseudo-dual problems for goal-oriented adaptivity in the context of frequency-domain wave-propagation problems has been developed. In this… Elsevier BV

Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis
Authors: Esther Villar-Rodriguez,Javier Del Ser,Javier Del Ser,Sergio Gil-Lopez,Izaskun Oregi,Miren Nekane Bilbao
The advent and progressive deployment of the so-called Smart Grid has unleashed a profitable portfolio of new possibilities for an efficient management of the low-voltage distribution network supported by the introduction of information and communication technologies to exploit its digitalization.… Elsevier BV

Neptune long-lived atmospheric features in 2013–2015 from small (28-cm) to large (10-m) telescopes
Authors: L.A. Sromovsky,J. Guarro,J. Sussenbach,Nicholas M. Law,Ricardo Hueso,Agustín Sánchez-Lavega,Christoph Baranec,K. de Kleer,S. Luszcz-Cook,D. Gavel,A. Wesley,Jose Félix Rojas,P. Gorczynski,E. Victor Garcia,S.M. Ammons,Michael H. Wong,Heidi Hammel,I.…
Since 2013, observations of Neptune with small telescopes (28-50 cm) have resulted in several detections of long-lived bright atmospheric features that have also been observed by large telescopes such as Keck II or Hubble. The combination of both types of images allows the study of the long-term… Elsevier BV

The size, shape, density and ring of the dwarf planet Haumea from a stellar occultation
Authors: S. Kalkan,Santiago Pérez-Hoyos,Yavuz Güney,B. Gaehrken,Toni Santana-Ros,Victor Ali-Lagoa,Martina Maestripieri,Kosmas Gazeas,J. C. Guirado,Nicolás Morales,E. Meza,W. Beisker,Alvaro Alvarez-Candal,Ricardo Hueso,Afşar Kabaş,J. Lecacheux,Theodor Pribulla,A.…
Among the four known transneptunian dwarf planets, Haumea is an exotic, very elongated, and fast rotating body. In contrast to the other dwarf planets, its size, shape, albedo, and density are not well constrained. Here we report results of a multi-chord stellar occultation, observed on 2017… Springer Science and Business Media LLC

Measuring the class-imbalance extent of multi-class problems
Authors: Iñaki Inza,Jose A. Lozano,Jose A. Lozano,Jonathan Ortigosa-Hernández
TIN2013-41272P, IT609-13, AP2008-00766
Elsevier BV

Removing Piston-driven Mechanical Chest Compression Artefacts from the ECG
Authors: Unai Irusta,Iraia Isasi,Erik Alonso,Jo Kramer-Johansen,Unai Ayala,Elisabete Aramendi,Trygve Eftestøl
Piston-driven mechanical chest compression (CC) devices induce a quasi-periodic artefact in the ECG, making rhythm diagnosis unreliable. Data from 230 out-of-hospital cardiac arrest (OHCA) patients were collected in which CCs were delivered using the piston driven LUCAS-2 device. Underlying rhythms… Computing in Cardiology

Goal‐oriented adaptivity using unconventional error representations for the multidimensional Helmholtz equation
Authors: Ignacio Muga,Serge Prudhomme,David Pardo,David Pardo,David Pardo,Vincent Darrigrand,Vincent Darrigrand,Albert Romkes,Ángel Rodríguez-Rozas,Ángel Rodríguez-Rozas
SummaryIn goal‐oriented adaptivity, the error in the quantity of interest is represented using the error functions of the direct and adjoint problems. This error representation is subsequently bounded above by element‐wise error indicators that are used to drive optimal refinements. In this work,… Wiley

Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment
Authors: Cristina Perfecto,Javier Del Ser,Mehdi Bennis
Accepted May 24, 2017 by IEEE Journal on Selected Areas of Communication (JSAC) SI on Millimeter Wave Communications for Future Mobile Networks. 14 pages. 6 Figures, 3 Tables
Institute of Electrical and Electronics Engineers (IEEE)

A numerical study on the hydrodynamic impact of device slenderness and array size in wave energy farms in realistic wave climates
Authors: Penalba M.,Touzon I.,Lopez-Mendia J.,Nava V.
The future of wave energy converters lies in the design and realization of farms comprising of several devices, given the level of actual power flow for the individual devices and because of several operational issues. Therefore, not only the hydrodynamics of individual and isolated devices should… Elsevier BV

Acute toxicity, bioaccumulation and effects of dietary transfer of silver from brine shrimp exposed to PVP/PEI-coated silver nanoparticles to zebrafish
Authors: Alvaro Fanjul,José María Lacave,Nerea Gutierrez,Inmaculada Arostegui,Eider Bilbao,Miren P. Cajaraville,Amaia Orbea,Irantzu Barrio
The extensive use and release to the aquatic environment of silver nanoparticles (NPs) could lead to their incorporation into the food web. Brine shrimp larvae of 24h showed low sensitivity to the exposure to PVP/PEI-coated Ag NPs (5nm), with EC50 values at 24h of 19.63mgAgL-1, but they… Elsevier BV

Layout Optimisation of Wave Energy Converter Arrays
Authors: Pau Ruiz,Vincenzo Nava,Mathew Topper,Pablo Minguela,Francesco Ferri,Jens Kofoed
This paper proposes an optimisation strategy for the layout design of wave energy converter (WEC) arrays. Optimal layouts are sought so as to maximise the absorbed power given a minimum q-factor, the minimum distance between WECs, and an area of deployment. To guarantee an efficient optimisation, a… MDPI AG

Preface
Authors: Jose A. Lozano,Ke Tang,Xin Yao
Springer Science and Business Media LLC

Teaching stellar interferometry with polymer optical fibers
Authors: Joseba Zubia,Agustín Sánchez-Lavega,Ricardo Hueso,María Asunción Illarramendi,Laura Arregui
In this manuscript we show the design of a simple experiment that reproduces the operation of the Michelson stellar interferometer by using step-index polymer optical fibers. The emission of stellar sources, single or binary stars, has been simulated by the laser light emerging from the output… SPIE

Adaptive Splitting Integrators for Enhancing Sampling Efficiency of Modified Hamiltonian Monte Carlo Methods in Molecular Simulation
Authors: Elena Akhmatskaya,Mario Fernández-Pendás,Tijana Radivojević,J. M. Sanz-Serna
The modified Hamiltonian Monte Carlo (MHMC) methods, i.e., importance sampling methods that use modified Hamiltonians within a Hybrid Monte Carlo (HMC) framework, often outperform in sampling efficiency standard techniques such as molecular dynamics (MD) and HMC. The performance of MHMC may be… American Chemical Society (ACS)

Stationary waves and slowly moving features in the night upper clouds of Venus
Authors: J. Peralta,R. Hueso,A. Sánchez-Lavega,Y. J. Lee,A. García Muñoz,T. Kouyama,H. Sagawa,T. M. Sato,G. Piccioni,S. Tellmann,T. Imamura,T. Satoh
15 pages, 4 figures, 6 supplementary figures
Springer Science and Business Media LLC

Different scenarios for survival analysis of evolutionary algorithms
Authors: Jose A. Lozano,Roberto Santana
Empirical analysis of evolutionary algorithms (EAs) behavior is usually approached by computing relatively simple descriptive statistics like mean fitness and mean number of evaluations to convergence, or more theoretically sound statistical tests for finding significant differences between… ACM

1.5D Based Inversion of Logging-While-Drilling Resistivity Measurements in 3D Formations
Authors: Pardo, D.,Torres-Verdín, C.
Marie Sklodowska-Curie grant agreement No 644602 MTM2013-40824-P MTM2016-76329-R SEV-2013-0323 BERC 2014-2017
EAGE Publications BV

Fast Simulation of 2.5D LWD Resistivity Tools
Authors: Rodríguez-Rozas, A.,Pardo, D.,Torres-Verdín, C.
As a first step towards the fast inversion of geophysical data, in this work we focus on the rapid simulations of 2.5D logging-while-drilling (LWD) borehole resistivity measurements. Given a commercial logging instrument configuration, we calibrate the FE method offline with respect to (i) the… EAGE Publications BV

A novel Fireworks Algorithm with wind inertia dynamics and its application to traffic forecasting
Authors: Manuel Velez,Javier Del Ser,Ibai Laña
Fireworks Algorithm (FWA) is a recently contributed heuristic optimization method that has shown a promising performance in applications stemming from different domains. Improvements to the original algorithm have been designed and tested in the related literature. Nonetheless, in most of such… IEEE

A square lattice probability model for optimising the Graph Partitioning Problem
Authors: Josu Ceberio,Jose A. Lozano,Alexander Mendiburu
Estimation of Distribution Algorithms have proved to be very competitive for solving combinatorial and continuous optimisation problems. However, there are problems for which they have not been extensively developed: we refer to constrained optimisation problems. Existing proposals approach these… IEEE

A local search method for graph clustering heuristics based on partitional Distribution learning
Authors: Itziar Landa-Torres,Javier Del Ser,Diana Manjarres
The community structure of complex networks reveals hidden relationships in the organization of their constituent nodes. Indeed, many practical problems stemming from different fields of knowledge such as Biology, Sociology, Chemistry and Computer Science can be modeled as a graph. Therefore, graph… IEEE

Are we generating instances uniformly at random?
Authors: Alexander Mendiburu,Josu Ceberio,Jose A. Lozano
In evolutionary computation, it is common practice to use sets of instances as test-beds for evaluating and comparing the performance of new optimisation algorithms. In some cases, real-world instances are available, and, thus, they are used to constitute the experimental benchmark. Unfortunately,… IEEE