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Bayesian Estimation in Dam Monitoring Networks

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Journal of Civil Engineering and Architecture 2011年第2期5卷 185-190页

作者： Joo Manuel Martins Casaca pedro jorge Bele Mateus Joeo de Jesus Isidoro Coelho National Laboratoty for Civil Engineering Lisbon 1700-066 Portugal Faculty of Science University of Lisbon Lisboa 1749-016 Portugal

A Bayesian estimator with informative prior distributions （a multi-normal and an inverted gamma distribution）, adequate to displacement estimation at dam displacement monitoring networks, is presented. The hyper-parameters of the prior distributions are obtained by Bayesian empirical methods with non-informative meta-priors. The performances of the Bayes estimator and the classical generalized lest squares estimator are compared using two measurements of the horizontal monitoring network of a concrete gravity dam： the Penha Garcia dam （Portugal）. In order to test the robustness of the two estimators, a gross error is added to one of the measured horizontal directions： the Bayes estimator proves to be significantly more robust than the classic maximum likelihood estimator.

关键词： Bayes estimator hyper-parameter parametric elicitation prior distribution.

Functions of nuclear factor Y in nervous system development,function and health

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Neural Regeneration Research 2025年第10期20卷 2887-2894页

作者： pedro Moreira Roger Pocock Development and Stem Cells Program Monash Biomedicine Discovery Institute and Department of Anatomy and Developmental BiologyMonash UniversityMelbourneVICAustralia

Nuclear factor Y is a ubiquitous heterotrimeric transcription factor complex conserved across eukaryotes that binds to CCAAT boxes,one of the most common motifs found in gene promoters and *** the last 30 years,research has revealed that the nuclear factor Y complex controls many aspects of brain development,including differentiation,axon guidance,homeostasis,disease,and most recently ***,a complete understanding of transcriptional regulatory networks,including how the nuclear factor Y complex binds to specific CCAAT boxes to perform its function remains *** this review,we explore the nuclear factor Y complex’s role and mode of action during brain development,as well as how genomic technologies may expand understanding of this key regulator of gene expression.

关键词： axon guidance CCAAT boxes neuronal degeneration neuronal differentiation neuronal regeneration nuclear factor Y complex transcription factor transcriptional regulation

Brain scarring in infants:immunological insights from a neonatal hypoxic-ischemic encephalopathy model

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Neural Regeneration Research 2025年第10期20卷 2909-2910页

作者： pedro Moreno Pimentel-Coelho Carlos Chagas Filho Biophysics Institute Federal University of Rio de JaneiroRio de JaneiroBrazil

Neonatal hypoxic-ischemic encephalopathy(HIE)is a significant cause of disability in *** brain function and accelerating neurological recovery may require a combination of neuroprotective and pro-regenerative treatments at different stages of *** the first hours after the neonatal insult are the most critical period for neuroprotection,the existence of secondary and tertiary mechanisms of brain injury offers the possibility of preventing delayed neurodegeneration in the subsequent days,weeks,or months(Levison et al.,2022).

关键词： neonatal protective hypoxic

Physical exercises for preventing injuries among adult male football players:A systematic review

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Journal of Sport and Health Science 2022年第1期11卷 115-122页

作者： jorge Pérez-Gómez JoséCarmelo Adsuar pedro EAlcaraz jorge Carlos-Vivas Health EconomyMotricity and Education(HEME)Research GroupFaculty of Sports SciencesUniversity of ExtremaduraCaceres 10003Spain UCAM Research Center for High Performance Sport Catholic University of MurciaMurcia 30107Spain Faculty of Sport Sciences Catholic University of MurciaMurcia 30107Spain

Background:Football is the most practised sport in the world and is associated with the risk of injuries in the *** studies have been published that identify injury prevention programs,but there is no review of the full body of evidence on injury prevention programs for use by football *** aim of this article was to carry out a systematic review of published studies on injury prevention programs for adult male footballers,identify points of common understanding and establish recommendations that should be considered in the design of injury prevention ***:PubMed and EMBASE databases were used to identify relevant published articles using the following keywords:"soccer"AND"injury"AND"prevention".Results:A total of 2512 studies were identified initially,but only 11 studies met the inclusion criteria,and their outcomes are *** revealed that injury prevention programs in football have focused on strength training,proprioceptive training,multicomponent programs(balance,core stability,and functional strength and mobility),and warm-up ***:Based on results from the studies analyzed,football players can lower the incidence of match and training injuries by participating in dynamic warm-up programs that include preventive exercises before games or during training sessions,and by adding strength,balance,and mobility training to the training sessions.

关键词： Balance Core stability Injury prevention programs Soccer Warm-up

Machine learning-based zero-touch network and service management:a survey

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Digital Communications and Networks 2022年第2期8卷 105-123页

作者： jorge Gallego-Madrid Ramon Sanchez-Iborra pedro M.Ruiz Antonio F.Skarmeta Department of Information and Communication Engineering University of Murcia30100MurciaSpain Department of Engineering and Applied Techniques University Center of Defense30729San Javier Air Force BaseSpain

The exponential growth of mobile applications and services during the last years has challenged the existing network ***,the arrival of multiple management solutions to cope with this explosion along the end-to-end network chain has increased the complexity in the coordinated orchestration of different segments composing the whole *** Zero-touch Network and Service Management(ZSM)concept has recently emerged to automatically orchestrate and manage network resources while assuring the Quality of Experience(QoE)demanded by *** Learning(ML)is one of the key enabling technologies that many ZSM frameworks are adopting to bring intelligent decision making to the network management *** paper presents a comprehensive survey of the state-of-the-art application of ML-based techniques to improve ZSM *** this end,the main related standardization activities and the aligned international projects and research efforts are deeply *** this dissection,the skyrocketing growth of the ZSM paradigm can be ***,different standardization bodies have already designed reference architectures to set the foundations of novel automatic network management functions and resource *** with these advances,diverse ML techniques are being currently exploited to build further ZSM developments in different aspects,including multi-tenancy management,traffic monitoring,and architecture coordination,among ***,different challenges,such as the complexity,scalability,and security of ML mechanisms,are also identified,and future research guidelines are provided to accomplish a firm development of the ZSM ecosystem.

关键词： Zero-touch network and service management(ZSM) Next generation networks(NGN) Artificial intelligence(AI) Machine learning(ML)

The effect of non-pharmaceutical interventions on COVID-19 outcomes:A heterogeneous age-related generalisation of the SEIR model

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Infectious Disease Modelling 2023年第3期8卷 742-768页

作者： jorge M.Mendes pedro S.Coelho NOVA Information Management School(NOVAIMS) Universidade Nova de LisboaCampus de Campolide1070-312LisbonPortugal NOVA Cairo at the Knowledge Hub Universities New Admnistrative CapitalCairoEgypt

Successive generalisations of the basic SEIR model have been proposed to accommodate the different needs of the organisations handling the SARS-CoV-2 epidemic and the assessment of the public health measures adopted and named under the common um-brella of Non-Pharmaceutical Interventions(NPIs).So far,these generalisations have not been able to assess the ability of these measures to avoid infection by the SARS-CoV-2 and thus their contribution to contain the spread of the *** work proposes a new generalisation of SEIR model and includes a heterogeneous and age-related generation of infections that depends both on a probability that a contact generates the transmission of the disease and a contact *** results show(1)thanks to the universal wearing of facial coverings,the probability that a contact provokes the transmission of the disease was reduced by at least 50%and(2)the impact of the other NPI is so significant that otherwise Portugal would have gone into a non-sustainable situation of having 80%of its population infected in the first 300 days of the *** situation would have led to a number of deaths almost twenty times higher than the number that was actually recorded by December 26th,***,the results suggest that even if the requirement of universal wearing of facial coverings was adopted sooner jointly with closing workplaces and resorting to teleworking would have postponed the peak of the incidence,altought the epidemic path would have result in a number of infections hardly managed by the National Health ***,results confirm that(3)the health authorities adopted a conservative approach on the criteria to consider an infected individual not infective any longer;and(4)the most effective NPIs and stringency levels either impacting on self-protection against infection or reducing the contacts that would eventually result in infection are,in decreasing order of importance,the use of Facial coverings,Workplace clos

关键词： eventually otherwise string

A Novel Approach to Measuring Spatiotemporal Changes in Social Vulnerability at the Local Level in Portugal

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International Journal of Disaster Risk Science 2022年第6期13卷 842-861页

作者： pedro Pinto Santos JoséLuís Zêzere Susana Pereira jorge Rocha Alexandre Oliveira Tavares Centre for Geographical Studies Institute of Geography and Spatial PlanningTERRAUniversity of Lisbon(CEG-IGOT-ULisboa)1600-276 LisboaLAPortugal Centre for Social Studies Earth Science DepartmentScience and Technology FacultyUniversity of Coimbra(CES/DCT-FCT-UCoimbra)3000-995 CoimbraPortugal

Social vulnerability,as one of the risk components,partially explains the magnitude of the impacts observed after a *** this study,a spatiotemporally comparable assessment of social vulnerability and its drivers was conducted in Portugal,at the civil parish level,for three census *** first challenging step consisted of the selection of meaningful and consistent variables over *** were normalized using the Adjusted Mazziotta-Pareto Index(AMPI)to obtain comparable adimensional-normalized values.A joint principal component analysis(PCA)was applied,resulting in a robust set of variables,interpretable from the point of view of their self-grouping around vulnerability drivers.A separate PCA for each census was also conducted,which proved to be useful in analyzing changes in the composition and type of drivers,although only the joint PCA allows the monitoring of spatiotemporal changes in social vulnerability scores and drivers from 1991 to 2011.A general improvement in social vulnerability was observed for *** two main drivers are the economic condition(PC1),and aging and depopulation(PC2).The remaining drivers highlighted are uprooting and internal mobility,and daily *** data proved their value in the territorial,social,and demographic characterization of the country,to support medium-and long-term disaster risk reduction measures.

关键词： AMPI normalization Portugal Social vulnerability Spatiotemporal changes

Advancing 5G Network Applications Lifecycle Security:An ML-Driven Approach

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Computer Modeling in Engineering & Sciences 2024年第11期141卷 1447-1471页

作者： Ana Hermosilla jorge Gallego-Madrid pedro Martinez-Julia Jordi Ortiz Ved P.Kafle Antonio Skarmeta Information and Communications Engineering Department University of MurciaMurcia30100Spain Research&Development Department Odin Solutions S.L.Murcia30007Spain Network Architecture Laboratory Network Research InstituteNational Institute of Information and CommunicationsTokyo184-8795Japan Engineering and Applied Techniques Department University Center of Defense at the Spanish Air Force AcademyMurcia30729Spain

As 5th Generation(5G)and Beyond 5G(B5G)networks become increasingly prevalent,ensuring not only networksecurity but also the security and reliability of the applications,the so-called network applications,becomesof paramount *** paper introduces a novel integrated model architecture,combining a networkapplication validation framework with an AI-driven reactive system to enhance security in *** proposedmodel leverages machine learning(ML)and artificial intelligence(AI)to dynamically monitor and respond tosecurity threats,effectively mitigating potential risks before they impact the network *** dualapproach not only validates the functionality and performance of network applications before their real deploymentbut also enhances the network’s ability to adapt and respond to threats as they *** implementation ofthis model,in the shape of an architecture deployed in two distinct sites,demonstrates its practical viability *** application validation with proactive threat detection and response,the proposed modeladdresses critical security challenges unique to 5G *** paper details the model,architecture’sdesign,implementation,and evaluation of this solution,illustrating its potential to improve network securitymanagement in 5G environments *** findings highlight the architecture’s capability to ensure boththe operational integrity of network applications and the security of the underlying infrastructure,presenting asignificant advancement in network security.

关键词： Network application network function virtualization machine learning security 5G

Development of lamellar gel phase emulsion containing baru oil(Dipteryx alata Vog.) as a prospective delivery system for cutaneous application

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Asian Journal of Pharmaceutical Sciences 2018年第2期13卷 183-190页

作者： Cristhianne Moraes jorge L.V.Anjos Monica Maruno Antonio Alonso pedro Rocha-Filho Department of Pharmaceutical Sciences Faculty of Pharmaceutical Sciences of Ribeirão PretoUniversidade de São PauloRibeirão Preto 14040-903SPBrazil Physics Department Universidade Federal de Goiás(UFG)Campus Catalão-Av.Dr.Lamartine Pinto de Velar1120St.Universitário75704-020Catalão-GOBrazil Pharmacy Course Coordination Centro Uni.Barão de MauáR.Ramos de Azevedo423Jardim PaulistaRibeirão PretoSP 14090-180Brazil Biophysics Laboratory Physics InstituteUniversidade Federal de Goiás(UFG)Goiânia 74.690-900GOBrazil

The rational design of emulsions requires study of the main factors that influence their formation, physicochemical properties and, consequently, stability and performance. The use of vegetable oils in the pharmaceutical and cosmetic industries has recently become attractive. Dipteryx alata Vogel(D. alata) is an oleaginous species native to Brazil. The seeds of this species contain highly unsaturated oil with significant amounts of tocopherols and phytosterols, representing an important source of agents capable of combatting oxidative processes. In this work, a lamellar gel phase emulsion using oil extracted from the seeds of D. alata(baru) was developed. The steps involved in the development of this research were as follows: 1) development of formulations and 2) in vitro assays by simulating the evaporation of the final product after application to the skin and Electron paramagnetic resonance spectroscopy(EPR) of fatty acid spin labels was used to investigate the profile of interaction of the dispersed systems with stratum corneum(SC) lipids. The results indicate that the developed system shows no signs of instability during the storage period. Moreover, EPR studies indicated that D. alata oil and especially the developed formulation were able to increase SC lipid fluidity and extract a fatty-acid spin label from the lipid domain structures of SC, demonstrating its potential to act as a drug or skin care vehicle.

关键词： Stratum corneum O/W emulsions Baru oil EPR spectroscopy