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Publications

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The Planetary Laboratory for Image Analysis (PLIA)
Authors: Jose Félix Rojas,Agustín Sánchez-Lavega,Javier Peralta,Ricardo Hueso,Santiago Pérez-Hoyos,T. del Río-Gaztelurrutia,Jon Legarreta
The observation, characterization, and understanding of planetary atmospheres are key components of Solar System exploration. Their study requires, among other observations, the use of image data acquired from spacecrafts. The basic tasks that are generally used to work with planetary image data… Elsevier BV

Multi-marker tagging single nucleotide polymorphism selection using estimation of distribution algorithms
Authors: Eleazar Eskin,Jose A. Lozano,Alexander Mendiburu,Roberto Santana,Noah Zaitlen
This paper presents an optimization algorithm for the automatic selection of a minimal subset of tagging single nucleotide polymorphisms (SNPs).The determination of the set of minimal tagging SNPs is approached as an optimization problem in which each tagged SNP can be covered by a single tagging… Elsevier BV

A strong high altitude narrow jet detected at Saturn's equator
Authors: Jon Legarreta,Santiago Pérez-Hoyos,Agustín Sánchez-Lavega,Enrique Garcia-Melendo,Ricardo Hueso
Here we report the discovery at the upper cloud level of an extremely narrow and strong prograde jet, centered in the middle of the broad equatorial jet. Measurements from images obtained by the Cassini Imaging Science Subsystem (ISS) show that the jet reaches 430 ms−1 ± 16 m s−1 with a peak speed… American Geophysical Union (AGU)

Methodology and construction of the Basque WordNet
Authors: Eneko Agirre,Izaskun Aldezabal,Elisabete Pociello
Semantic interpretation of language requires extensive and rich lexical knowledge bases (LKB). The Basque WordNet is a LKB based on WordNet and its multilingual counterparts EuroWordNet and the Multilingual Central Repository. This paper reviews the theoretical and practical aspects of the Basque… Springer Science and Business Media LLC

Graph-based Word Sense Disambiguation of biomedical documents
Authors: Eneko Agirre,Aitor Soroa,Mark Stevenson
Abstract Motivation: Word Sense Disambiguation (WSD), automatically identifying the meaning of ambiguous words in context, is an important stage of text processing. This article presents a graph-based approach to WSD in the biomedical domain. The method is unsupervised and does not… Oxford University Press (OUP)

A long-lived cyclone in Saturn’s atmosphere: Observations and models
Authors: T. del Río-Gaztelurrutia,Agustín Sánchez-Lavega,Santiago Pérez-Hoyos,Jon Legarreta,Ricardo Hueso
Abstract The atmospheres of the giant planets Jupiter and Saturn possess large numbers of vortices (closed circulation ovals). On the larger scale, above 2000 km, anticyclones on Jupiter and Saturn are generally long-lived coherent structures while cyclones survive a much shorter time and behave… Elsevier BV

Statistical approaches to analyse patient-reported outcomes as response variables: An application to health-related quality of life
Authors: Vicente Núñez-Antón,Inmaculada Arostegui,José M. Quintana
Patient-reported outcomes (PRO) are used as primary endpoints in medical research and their statistical analysis is an important methodological issue. Theoretical assumptions of the selected methodology and interpretation of its results are issues to take into account when selecting an appropriate… SAGE Publications

FIRST EARTH-BASED DETECTION OF A SUPERBOLIDE ON JUPITER
Authors: C. Go,Agustín Sánchez-Lavega,Ricardo Hueso,John Clarke,Michael H. Wong,Mark Boslough,P. A. Yanamandra-Fisher,Heidi B. Hammel,Santiago Pérez-Hoyos,I. de Pater,Glenn S. Orton,Amy A. Simon-Miller,Keith S. Noll,M. L. Edwards,Leigh N. Fletcher,S. G.…
Cosmic collisions on planets cause detectable optical flashes that range from terrestrial shooting stars to bright fireballs. On June 3, 2010 a bolide in Jupiter's atmosphere was simultaneously observed from the Earth by two amateur astronomers observing Jupiter in red and blue wavelengths. The… American Astronomical Society

A novel Harmony Search based spectrum allocation technique for cognitive radio networks
Authors: Del Ser, Javier,Matinmikko, Marja,Gil-Lopez, Sergio,Mustonen, Miia
This paper outlines the application of the heuristic Harmony Search (HS) algorithm for efficient spectrum allocation in cognitive radio networks under a minimum Bit Error Rate (BER) criterion. Our proposed algorithm provides a higher degree of diversity in the search process by virtue of its… IEEE

A novel CAM-based traffic light preemption algorithm for efficient guidance of emergency vehicles
Authors: Javier Del Ser,Galder Unibaso,Begona Molinete,Sergio Gil-Lopez
on efficiently handling traffic signalling for emergency vehicles via minimally-invasive schemes, in this manuscript we propose a novel traffic light preemption algorithm based on processing part of the Cooperative Awareness Messages (CAM) already defined in the so-called European Intelligent… IEEE

Centralized synchronization methods for distributed detection in sensor networks
Authors: Ignacio Olabarrieta,Javier Del Ser
In this paper we consider a network of distributed sensors which simultaneously measure a physical parameter of interest, subject to a certain sensing error probability. The sensed information at each of such nodes is forwarded to a central receiver through parallel independent AWGN channels. In… IEEE

Relationship between total hip replacement appropriateness and surgical priority instruments
Authors: Mireia Espallargues,Antonio Escobar,Alejandro Allepuz,Montse Moharra,José M. Quintana,Inmaculada Arostegui
AbstractRationale  Variability in indications for total hip replacement (THR) and unequal waiting times may limit health care access.Objective  To analyse the relationship between appropriateness and previously developed surgical priority instruments.Method  Multicentre cross‐validation study of… Wiley

Decision Trees for Indication of Cataract Surgery Based on Changes in Visual Acuity
Authors: José M, Quintana,Inmaculada, Arostegui,Txomin, Alberdi,Antonio, Escobar,Emilio, Perea,Gema, Navarro,Belen, Elizalde,Elena, Andradas,Amaia, Bilbao
To develop decision trees based on prospectively collected data for determining the appropriateness of cataract extraction.Prospective observational cohort study.Consecutive patients with a diagnosis of cataract who are on waiting lists to undergo cataract extraction by phacoemulsification.Patients… Elsevier BV

Simulation of marine controlled source electromagnetic measurements using a parallel fourier hp-finite element method
Authors: Michael G. Hoversten,Carlos Torres-Verdín,David Pardo,Iñaki Garay,Iñaki Garay,Myung Jin Nam
We introduce a new numerical method to simulate geophysical marine controlled source electromagnetic (CSEM) measurements for the case of 2D structures and finite 3D sources of electromagnetic (EM) excitation. The method of solution is based on a spatial discretization that combines a 1D Fourier… Springer Science and Business Media LLC

Schrodinger Maps and their Associated Frame Systems
Authors: Andrea R. Nahmod,Jalal Shatah,Chongchun Zeng,Luis Vega
In this paper we establish the equivalence of solutions between Schr��dinger map into $\mathbb{S}^2$ or $ \mathbb{H}^2$ and their associated gauge invariant Schr��dinger equations. We also establish the existence of global weak solutions into $\mathbb{H}^2$ in two space dimensions. We extend these… Oxford University Press (OUP)

Joint Source-Channel Coding of Sources with Memory using Turbo Codes and the Burrows-Wheeler Transform
Authors: Inaki Esnaola,Javier Garcia-Frias,Javier Del Ser,Pedro M. Crespo
The Burrows-Wheeler Transform (BWT) is a block sorting algorithm which has been proven to be useful in compressing text data . More recently, schemes based on the BWT have been proposed for lossless data compression using LDPC and Fountain codes, as well as for joint source-channel coding of… Institute of Electrical and Electronics Engineers (IEEE)

Estimation of Bayesian networks algorithms in a class of complex networks
Authors: Alexander Mendiburu,Carlos Echegoyen,Roberto Santana,Jose A. Lozano
In many optimization problems, regardless of the domain to which it belongs, the structural component that the interactions among variables provides can be seen as a network. The impact that the topological characteristics of that network has, both in the hardness of the problem and in the… IEEE

Unified Modeling Language description of the object-oriented multi-scale adaptive finite element method for Step-and-Flash Imprint Lithography Simulations
Authors: Paszynski, M.,Gurgul, P.,Sieniek, M.,Pardo, D.
In the first part of the paper we present the multi-scale simulation of the Step-and-Flash Imprint Lithography (SFIL), a modern patterning process. The simulation utilizes the hp adaptive Finite Element Method (hp-FEM) coupled with Molecular Statics (MS) model. Thus, we consider the multi-scale… IOP Publishing

THE IMPACT OF A LARGE OBJECT ON JUPITER IN 2009 JULY
Authors: Santiago Pérez-Hoyos,Ricardo Hueso,J. L. Ortiz,Agustín Sánchez-Lavega,I. de Pater,G. S. Orton,Enrique Garcia-Melendo,P. Yanamandra-Fisher,Amy A. Simon-Miller,J. M. Gómez-Forrellad,H. B. Hammel,Richard C. Puetter,A. Wesley,Jon Legarreta,Leigh N. Fletcher,…
15 pages, 5 figures
American Astronomical Society

JUPITER AFTER THE 2009 IMPACT: HUBBLE SPACE TELESCOPE IMAGING OF THE IMPACT-GENERATED DEBRIS AND ITS TEMPORAL EVOLUTION
Authors: John Clarke,Ricardo Hueso,Agustín Sánchez-Lavega,Leigh N. Fletcher,I. de Pater,Heidi B. Hammel,Santiago Pérez-Hoyos,K. Noll,P. Yanamandra-Fisher,G. S. Orton,Amy A. Simon-Miller,Michael H. Wong,Michael H. Wong
We report Hubble Space Telescope images of Jupiter during the aftermath of an impact by an unknown object in 2009 July. The 2009 impact-created debris field evolved more slowly than those created in 1994 by the collision of the tidally disrupted comet D/Shoemaker-Levy 9 (SL9). The slower evolution… American Astronomical Society

Simulation of triaxial induction measurements in dipping, invaded, and anisotropic formations using a Fourier series expansion in a nonorthogonal system of coordinates and a self-adaptive hp finite-element method
Authors: Carlos Torres-Verdín,David Pardo,Myung Jin Nam
Borehole triaxial induction instruments were designed to diagnose and measure rock electrical conductivity parallel and perpendicular to the bedding plane. Experience has shown that the interpretation of triaxial induction measurements often requires numerical modeling for a proper diagnosis of… Society of Exploration Geophysicists

Multigoal-oriented adaptivity for hp-finite element methods
Authors: Pardo, D.
We extend an existing self-adaptive goal-oriented hp-adaptive Finite Element (FE) strategy to the case of multiple goals. The main idea of this extension is to design a new “quantity of interest” based on the solution of the direct problem and the given multiple goals. We describe an efficient… Elsevier BV

Parallel multi-frontal solver for multi-physics p adaptive problems
Authors: Paszyński, Maciej,Pardo, David,Paszyńska, Anna
Abstract The paper presents a parallel direct solver for multi-physics problems. The solver is dedicated for solving problems resulting from adaptive Finite Element Method computations. The concept of finite element is actually replaced by the concept of the node. The computational mesh consists… Elsevier BV

Design and implementation of a direct RF-to-digital UHF-TV multichannel transceiver
Authors: David Dominguez,Javier Del Ser,Mikel Sanchez,Pablo Prieto
This manuscript presents the design and implementation of a direct UHF digital transceiver that provides direct sampling of the UHF-TV input signal spectrum. Our SDR-based approach is based on a pair of high-speed ADC/DAC devices along with a channelizer, a dechannelizer and a channel management… IEEE

Agent-based computing, adaptive algorithms and bio computing
Authors: Centarowicz, Krzysztof,Paszyński, Maciej,Pardo, David,Bosse, Tibor,La Poutré, Han
Abstract Agent-oriented system seems to be the attractive tool useful for numerous domains of applications. It gives the ability to integrate results of different domains of computer science and constitutes the powerful tool for solving various problems. The new approach to the simulation… Elsevier BV