Contribución a la Aplicación de Técnicas de Inteligencia Artificial para el diseño efectivo de Sistemas Adaptativos de Aprendizaje Competitivo

El objetivo principal de esta tesis consiste en la propuesta y validación de métodos basados en técnicas de Inteligencia Artificial para la estimación del nivel de dificultad de los desafíos propuestos en el entorno On-line de Aprendizaje Competitivo QUESTTOURnament, que permita el posterior establecimiento de concursos o itinerarios de aprendizaje para grupos de alumnos según su nivel de conocimiento. QUESTOURnament es una herramienta telemática que permite el desarrollo de concursos on-line. Mediante estudios de estado de arte de sistemas de aprendizaje competitivo y de sistemas de aprendizaje adaptativos se han identificado las características de estos últimos que permitirían potenciar las ventajas e inconvenientes que presentan los sistemas competitivos y, en concreto, el sistema QUESTOURnament. Así, se propone el sistema QUESTOURnament adaptativo y se diseña y valida una solución basada en algoritmos genéticos y lógica difusa que permite estimar el nivel de dificultad de las preguntas en QUESTOURnament.Departamento de Teoría de la Señal y Comunicaciones e Ingeniería Telemátic

A reliable and valid questionnaire was developed to measure computer vision syndrome at the workplace

Objectives: To design and validate a questionnaire to measure visual symptoms related to exposure to computers in the workplace. Study Design and Setting: Our computer vision syndrome questionnaire (CVS-Q) was based on a literature review and validated through discussion with experts and performance of a pretest, pilot test, and retest. Content validity was evaluated by occupational health, optometry, and ophthalmology experts. Rasch analysis was used in the psychometric evaluation of the questionnaire. Criterion validity was determined by calculating the sensitivity and specificity, receiver operator characteristic curve, and cutoff point. Testeretest repeatability was tested using the intraclass correlation coefficient (ICC) and concordance by Cohen’s kappa (k). Results: The CVS-Q was developed with wide consensus among experts and was well accepted by the target group. It assesses the frequency and intensity of 16 symptoms using a single rating scale (symptom severity) that fits the Rasch rating scale model well. The questionnaire has sensitivity and specificity over 70% and achieved good testeretest repeatability both for the scores obtained [ICC 5 0.802; 95% confidence interval (CI): 0.673, 0.884] and CVS classification (k 5 0.612; 95% CI: 0.384, 0.839). Conclusion: The CVS-Q has acceptable psychometric properties, making it a valid and reliable tool to control the visual health of computer workers, and can potentially be used in clinical trials and outcome research.This study was supported by the Spanish National Institute for Occupational Safety and Health (INSHT) (Grant number: 07/606). Project reference: UAL/PVDVIS

Vitamin B complex and homocysteine in chronic renal failure

Durante la insuficiencia renal crónica ocurren cambios metabólicos, bioquímicos y hormonales que suelen ir acompañados frecuentemente de estados de malnutrición. En pacientes en prediálisis, conocer el estado nutricional en vitaminas hidrosolubles como la tiamina, riboflavina, piridoxina, cianocobalamaina y ácido fólico cobra cada vez más importancia ya que algunas de las manifestaciones de la insuficiencia renal crónica podrían deberse a la deficiencia de algunas de estas vitaminas hidrosolubles. Las rutas metabólicas en las que participan lamayoría de ellas se encuentran interrelacionadas y resulta complejo comprender de qué manera afecta individualmente la deficiencia de cada vitamina a la patología renal. Este trabajo trata de revisar no sólo este aspecto, sino también el estatus en estas vitaminas hidrosolubles que diferentes autores han encontrado en grupos de pacientes en prediálisis. Por otra parte se aborda la problemática de la elevada prevalencia de hiperhomocisteinemia en la insuficiencia renal crónica como principal factor de riesgo de mortalidad por patologías cardiovasculares, así como la implicación de las vitaminas objeto de esta revisión en el metabolismo de la homocisteína y por consiguiente en los niveles plasmáticos de dicho metabolito en pacientes en prediálisis.Metabolic, biochemical, and hormonal changes occur in chronic renal failure usually associated with hyponutrition states. In predialysis patients, knowing the nutritional state about water-soluble vitamins such as thiamine, riboflavin, pyridoxine, cianocobalamine, and folic acid is becoming more and more important since some of the manifestations of chronic renal failure may be due to the deficiency of some of these water-soluble vitamins. The metabolic pathways in which most of these vitamins participate are interrelated and it is difficult to understand how the individual deficits of each vitamin affect renal pathology. This work aims at reviewing not only this issue but also the status of these water-soluble vitamins that different authors have found in groups of predialysis patients. On the other hand, the issue on the high prevalence of hyperhomocysteinemia in chronic renal failure as the main mortality risk factor due to cardiovascular pathologies as well as the implication of these vitamins in the metabolism of homocysteine, and consequently in plasma levels of this metabolite in predialysis patients is reviewed

Gluten-induced RNA methylation changes regulate intestinal inflammation via allele-specific XPO1 translation in epithelial cells

[EN] Objectives Coeliac disease (CD) is a complex autoimmune disorder that develops in genetically susceptible individuals. Dietary gluten triggers an immune response for which the only available treatment so far is a strict, lifelong gluten free diet. Human leucocyte antigen (HLA) genes and several non-HLA regions have been associated with the genetic susceptibility to CD, but their role in the pathogenesis of the disease is still essentially unknown, making it complicated to develop much needed non-dietary treatments. Here, we describe the functional involvement of a CD-associated single-nudeotide polymorphism (SNP) located in the 5'UTR of XPO1 in the inflammatory environment characteristic of the coeliac intestinal epithelium. Design The function of the CD-associated SNP was investigated using an intestinal cell line heterozygous for the SNP, N6-methyladenosine (m(6)A)-related knock-out and HLA-DQ2 mice, and human samples from patients with CD. Results Individuals harbouring the risk allele had higher m(6)A methylation in the 5'UTR of XPO1 RNA, rendering greater XPO1 protein amounts that led to downstream nuclear factor kappa B (NFkB) activity and subsequent inflammation. Furthermore, gluten exposure increased overall m(6)A methylation in humans as well as in in vitro and in vivo models. Conclusion We identify a novel m(6)A-XPO1-NFkB pathway that is activated in CD patients. The findings will prompt the development of new therapeutic approaches directed at m(6)A proteins and XPO1, a target under evaluation for the treatment of intestinal disorders.This study was supported by a grant from the Spanish Ministry of Science, Universities and Innovation (PGC2018-097573-A-I00) to AC-R. JRB was funded by ISCIII Research project PI16/00258, cofinanced by the Spanish Ministry of Economy and Competitiveness and by the European Union ERDF/ESF 'A way to make Europe'. AO-G and MS-D were funded by predoctoral fellowships from the Basque Government and the University of the Basque Country respectively. DS and LH were funded by the Spanish Ministry (MINECO) (SAF2017-83813-C3-1-R) and cofunded by the ERDF, the Centro de Investigacion Biomedica en Red de Fisiopatologia de la Obesidad y la Nutricion (CIBEROBN) (Grant CB06/03/0001 to DS), the Government of Catalonia (2017SGR278 to DS), and the Fundacio La Marato de TV3 (201627-30 to DS). CH is a Howard Hughes Medical Institute Investigator and has been funded by the National Institute of Health HG008935. We would like to thank Xuechen Yu and Justin Vargas for processing the adult CD biopsy samples obtained from Columbia University. EFV is supported by a CIHR grant 168840 and holds a Canada Research Chair

Jet energy measurement with the ATLAS detector in proton-proton collisions at sqrt(s) = 7 TeV

The jet energy scale (JES) and its systematic uncertainty are determined for jets measured with the ATLAS detector at the LHC in proton-proton collision data at a centre-of-mass energy of sqrt(s) = 7 TeV corresponding to an integrated luminosity of 38 inverse pb. Jets are reconstructed with the anti-kt algorithm with distance parameters R=0.4 or R=0.6. Jet energy and angle corrections are determined from Monte Carlo simulations to calibrate jets with transverse momenta pt > 20 GeV and pseudorapidities eta 50 GeV after a dedicated correction for this effect. The JES is validated for jet transverse momenta up to 1 TeV to the level of a few percent using several in situ techniques by comparing a well-known reference such as the recoiling photon pt, the sum of the transverse momenta of tracks associated to the jet, or a system of low-pt jets recoiling against a high-pt jet. More sophisticated jet calibration schemes are presented based on calorimeter cell energy density weighting or hadronic properties of jets, providing an improved jet energy resolution and a reduced flavour dependence of the jet response. The JES systematic uncertainty determined from a combination of in situ techniques are consistent with the one derived from single hadron response measurements over a wide kinematic range. The nominal corrections and uncertainties are derived for isolated jets in an inclusive sample of high-pt jets

ATLAS search for a heavy gauge boson decaying to a charged lepton and a neutrino in pp collisions at root s=7 TeV

The ATLAS detector at the LHC is used to search for high-mass states, such as heavy charged gauge bosons (W'), decaying to a charged lepton (electron or muon) and a neutrino. Results are presented based on the analysis of pp collisions at a center-of-mass energy of 7 TeV corresponding to an integrated luminosity of 4.7 fb(-1). No excess beyond Standard Model expectations is observed. A W' with Sequential Standard Model couplings is excluded at the 95 % credibility level for masses up to 2.55 TeV. Excited chiral bosons (W*) with equivalent coupling strength are excluded for masses up to 2.42 TeV

Measurement of the cross-section for W boson production in association with b-jets in pp collisions at root s=7 TeV with the ATLAS detector

This paper reports a measurement of the W+b-jets (W+b+X and W+b (b) over bar +X) production cross-section in proton-proton collisions at a centre-of-mass energy of 7 TeV at the LHC. These results are based on data corresponding to an integrated luminosity of 4.6 fb(-1), collected with the ATLAS detector. Cross-sections are presented as a function of jet multiplicity and of the transverse momentum of the leading b-jet for both the muon and electron decay modes of the W boson. The W+b-jets cross-section, corrected for all known detector effects, is quoted in a limited kinematic range. Combining the muon and electron channels, the fiducial cross-section for W+b-jets is measured to be 7.1 +/- 0.5 (stat) +/- 1.4 (syst) pb, consistent with the next-to-leading order QCD prediction, corrected for non-perturbative and double-parton interactions (DPI) contributions, of 4.70 +/- 0.09 (stat) (+0.60)(-0.49) (scale) +/- 0.06 (PDF) +/- 0.16 (non-pert) (+0.52)(-0.38) (DPI) pb

Dynamics of isolated-photon plus jet production in pp collisions at root s=7 TeV with the ATLAS detector

The dynamics of isolated-photon plus jet production in pp collisions at a centre-of-mass energy of 7 TeV has been studied with the ATLAS detector at the LHC using an integrated luminosity of 37 pb(-1). Measurements of isolated-photon plus jet bin-averaged cross sections are presented as functions of photon transverse energy, jet transverse momentum and jet rapidity. In addition, the bin-averaged cross sections as functions of the difference between the azimuthal angles of the photon and the jet, the photon jet invariant mass and the scattering angle in the photon jet centre-of-mass frame have been measured. Next-to-leading-order QCD calculations are compared to the measurements and provide a good description of the data, except for the case of the azimuthal opening angle

Triggers for displaced decays of long-lived neutral particles in the ATLAS detector

A set of three dedicated triggers designed to detect long-lived neutral particles decaying throughout the ATLAS detector to a pair of hadronic jets is described. The efficiencies of the triggers for selecting displaced decays as a function of the decay position are presented for simulated events. The effect of pile-up interactions on the trigger efficiencies and the dependence of the trigger rate on instantaneous luminosity during the 2012 data-taking period at the LHC are discussed

Measurement of the flavour composition of dijet events in pp collisions at √s =7 TeV with the ATLAS detector

This paper describes a measurement of the flavour composition of dijet events produced in pp collisions at root s = 7 TeV using the ATLAS detector. The measurement uses the full 2010 data sample, corresponding to an integrated luminosity of 39 pb(-1). Six possible combinations of light, charm and bottom jets are identified in the dijet events, where the jet flavour is defined by the presence of bottom, charm or solely light flavour hadrons in the jet. Kinematic variables, based on the properties of displaced decay vertices and optimised for jet flavour identification, are used in a multidimensional template fit to measure the fractions of these dijet flavour states as functions of the leading jet transverse momentum in the range 40 GeV to 500 GeV and jet rapidity vertical bar y vertical bar < 2.1. The fit results agree with the predictions of leading-and next-to-leading-order calculations, with the exception of the dijet fraction composed of bottom and light flavour jets, which is underestimated by all models at large transverse jet momenta. The ability to identify jets containing two b-hadrons, originating from e. g. gluon splitting, is demonstrated. The difference between bottom jet production rates in leading and subleading jets is consistent with the next-to-leading-order predictions