检索结果-南通市图书馆

A Tutorial on Federated Learning from Theory to Practice:Foundations,Software Frameworks,Exemplary Use Cases,and Selected Trends

引用

IEEE/CAA Journal of Automatica Sinica 2024年第4期11卷 824-850页

作者： m.Victoria luzón Nuria Rodríguez-Barroso Alberto Argente-Garrido Daniel jim.nez-López Jose m.moyano Javier Del Ser Weiping Ding Francisco Herrera Department of Software Engineering Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Computer Science and Artificial Intelligence Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Communications Engineering University of the Basque Country(UPV/EHU)and also with TECNALIABasque Research&Technology Alliance(BRTA)Spain School of Information Science and Technology Nantong UniversityNantong 226019China

When data privacy is imposed as a necessity,Federated learning(FL)emerges as a relevant artificial intelligence field for developing machine learning(mL)models in a distributed and decentralized *** allows mL models to be trained on local devices without any need for centralized data transfer,thereby reducing both the exposure of sensitive data and the possibility of data interception by malicious third *** paradigm has gained momentum in the last few years,spurred by the plethora of real-world applications that have leveraged its ability to improve the efficiency of distributed learning and to accommodate numerous participants with their data *** virtue of FL,models can be learned from all such distributed data sources while preserving data *** aim of this paper is to provide a practical tutorial on FL,including a short methodology and a systematic analysis of existing software ***,our tutorial provides exemplary cases of study from three complementary perspectives:i)Foundations of FL,describing the main components of FL,from key elements to FL categories;ii)Implementation guidelines and exemplary cases of study,by systematically examining the functionalities provided by existing software frameworks for FL deployment,devising a methodology to design a FL scenario,and providing exemplary cases of study with source code for different mL approaches;and iii)Trends,shortly reviewing a non-exhaustive list of research directions that are under active investigation in the current FL *** ultimate purpose of this work is to establish itself as a referential work for researchers,developers,and data scientists willing to explore the capabilities of FL in practical applications.

关键词： Data privacy distributed machine learning federated learning software frameworks

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

Interpolation of closed ideals of bilinear operators

引用

Acta mathematica Sinica,English Series 2024年

作者： Fernando COBOS luz m.FERNáNDEZ-CABRERA Antón mARTínez Departamento de Análisis matemático y matemática Aplicada Facultad de MatemáticasUniversidad Complutense de Madrid Sección Departamental del Departamento de Análisis matemático y matemática Aplicada Facultad de Estudios EstadísticosUniversidad Complutense de Madrid Departamento de matemática Aplicada I Escuela de Ingeniería IndustrialUniversidad de Vigo

AbstractWe extend the （outer） measureγIassociated to an operator ideal I to a measureγJfor bounded bilinear *** I is surjective and closed,and J is the class of those bilinear operators such thatγJ（T）=0,we prove that J coincides with the composition bideal I o *** I satisfies the ∑r-condition,we establish a simple necessary and sufficient condition for an interpolated operator by the real method to belong to ***,if in addition I is symmetric,we prove a formula for the measureγJof an operator interpolated by the real *** particular,results apply to weakly compact operators.

关键词：

来源：

同方期刊数据库评论

在线全文

同方期刊数据库

学校读者我要写书评

暂无评论

Experimental test of a building thermal system for preventive maintenance based on thermoeconomic analysis

引用

Energy Storage and Saving 2024年第1期3卷 42-51页

作者： I.Prol-Godoy A.Picallo-perez J.m.Sala-Lizarraga J.Rey-martínez Research group ENEDI Department of Thermal EngineeringUniversity of the Basque Country(UPV/EHU)Bilbao48013Spain Research Group Termotecnia University of ValladolidValladolid47002Spain

An analysis of the sectorial structure of energy consumption shows that residential and tertiary sector buildings are the third-highest consumers,responsible for 29.5%of a city’s final energy *** Building Quality Control Laboratory of the Basque Government aims to promote quality,innovation,and sustainability in *** accomplish this goal,it has constructed an experimental facility with different energy generation technologies and a very versatile control system for testing different energy systems and operation *** this study,we tested a facility for supplying domestic hot water and heating for a multi-family house by means of a condensing boiler and an aerothermal heat pump(together with the corresponding control).This installation could reproduce the thermal demands required to be satisfied by the generation equipment through a programmed operation of the installation based on real ***,this installation was analyzed using thermoeconomics(TE)to solve problems unable to be solved using traditional energy analyses based on the First Law of *** problems include:(1)Determining the costs of the products of the installation based on physical criteria,(2)detecting the places where losses actually occur,evaluating their costs,and proposing cost-effective improvements,and(3)diagnosing issues in the *** a result,this paper suggests a solution to the preventive maintenance problems confronting the technical maintenance personnel for thermal installations in buildings by applying TE knowledge and using real data collected from sensors.

关键词： Experimental essay Energy savings in thermal systems Thermoeconomics Thermoeconomic costs Diagnosis

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

The Nikola Tesla Constant and Its Relation to the Circumference Inscribed in a Square

引用

Journal of Applied mathematics and Physics 2024年第1期12卷 277-283页

作者： Javier mendoza Navarrete José Ismael Ojeda Campaña Huetzin perez Gabriel Luna-Sandoval Victor Verdugo Ricardo jim.nez Garcia Departamento de matemáticas CBTis 256 DGETI Cabo San Lucas México División de Ingeniería en Sistemas Computacionales Tecnológico Nacional de México/ITES de Los Cabos Cabo San Lucas México DCI Departamento de Física médica Universidad de Guanajuato León México Departamento de Ingeniería Industrial en manufactura Universidad Estatal de Sonora Navojoa México Departamento de Eléctrica-Electrónica Tecnológico Nacional de México Campus Mexicali Mexicali México

This research work relates the surface of a square and the area circumscribed by a circle, resulting in a value called Nikola Tesla constant. This constant starts with the calculation of the areas of the square and the inscribed circle, giving a ratio of 9/40 and from which a residual area of the area proportions of the geometric figures described is obtained. Plotting smooth curves, particularly those in round shapes, can be represented efficiently with the use of Nikola Tesla constant, reducing complex mathematical calculus.

关键词： Tesla Numbers Prime Number Circle Binary Area

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Interpolation of Ideal measures by Abstract K and J Spaces

引用

Acta mathematica Sinica,English Series 2007年第8期23卷 1357-1374页

作者： luz m.FERNNDEZ-CABRERA Antón mARTínez Sección Departamental de matemática Aplicada Escuela de EstadísticaUniversidad Complutense de Madrid28040 MadridSpain Departamento de matemática Aplicada I E.T.S.Ingenieros IndustrialesUniversidad de Vigo36200

We work with the abstract K and J interpolation method generated by a sequence lattice Г. We investigate the deviation of an interpolated operator from a given operator ideal by establishing formulae for the ideal measure of the interpolated operator in terms of the ideal measures of restrictions of the operator. Formulae are given in terms of the norms of the shift operators on Г.

关键词： real interpolation ideal measures operator ideals shift operators

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

基于几何形态测量学的亚欧大陆已灭绝食肉动物齿痕埋藏特征

引用

Science Bulletin 2022年第16期67卷 1644-1648,M0003,M0004页

作者： José Yravedra Lloyd Austin Courtenay Darío Herranz-Rodrigo Gonzalo Linares-matás Juan JoséRodríguez-Alba Verónica Estaca-Gómez Carmen luzón Alexia Serrano-Ramos miguelÁngel maté-González JoséAntonio Solano Diego González-Aguilera Juan manuel jim.nez-Arenas Department of Prehistory Ancient History and ArchaeologyComplutense University of MadridMadrid 28040Spain C.A.I.Archaeometry and Archaeological Analysis Complutense UniversityMadrid 28040Spain Grupo de Investigación Ecosistemas Cuaternarios Complutense UniversityMadrid 28040Spain Grupo de Investigación Arqueología Prehistórica Complutense UniversityMadrid 28040Spain museo Primeros Pobladores de Europa‘Josep Gibert’ Orce 18858Spain Department of Cartographic and Land Engineering Higher Polytechnic School of AvilaUniversity of SalamancaAvila 05003Spain School of Archaeology St.Hugh’s CollegeUniversity of OxfordOxford 01865United Kingdom History and Arts Doctoral Program University of GranadaGranada 18071Spain Escuela Técnica Superior de Ingenieros en Topografía Geodesia y Cartografía.Universidad Politécnica de MadridMadrid 28031Spain Department of Prehistory and Archaeology University of GranadaGranada 18071Spain

确定动物遗骸状况的形成原因是法医学、考古学、古生物学与兽医学的主要研究方向之一.食肉动物因其进食习惯成为对尸体最具破坏力的群体之一.为识别Venta micena3(奥尔赛,格拉纳达,西班牙)古生物遗址形成与变化过程中起决定作用的已灭... 详细信息

确定动物遗骸状况的形成原因是法医学、考古学、古生物学与兽医学的主要研究方向之一.食肉动物因其进食习惯成为对尸体最具破坏力的群体之一.为识别Venta micena3(奥尔赛,格拉纳达,西班牙)古生物遗址形成与变化过程中起决定作用的已灭绝食肉动物,本研究采用10个已灭绝有蹄类动物长骨骨干上的28处齿痕与483个现存食肉动物齿痕进行了比较.基于3D扫描成像技术,研究团队重建了28处有待识别齿痕,并为每份样本放置25个界标(landmarks),通过广义普氏分析法进行几何形态学分析.在进行多变量分析时,采用了主成分分析法.与此同时,运用机器学习(machine learning)算法对全部参与识别齿痕化石进行了分类预测,平均准确率为94%.研究证实20处齿痕来自鬣狗科动物,6处来自大型猫科动物,1处来自犬属动物,另有1处无法确定来源.本研究提供了由已灭绝食肉动物牙痕构成的研究样例.

关键词：几何形态测量学埋藏特征有蹄类动物齿痕几何形态学机器学习分类预测多变量分析

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

Spatial distribution and network morphology of epicardial,endocardial,interstitial,and Purkinje cell-associated elastin fibers in porcine left ventricle

引用

Bioactive materials 2023年第1期19卷 348-359页

作者： Xiaodan Shi Song Zhang Yue Liu Bryn Brazile jim Cooley J.Ryan Butler Sara R.mcmahan Karla L.perez Jiazhu Xu Timothy Eastep Kytai T.Nguyen Pietro Bajona matthias Peltz Huajian Gao Yi Hong Jun Liao Department of Bioengineering University of Texas at ArlingtonArlingtonTX76010USA College of Engineering and College of Veterinary medicine Mississippi State UniversityMississippi StateMS39762USA School of Engineering Brown UniversityProvidenceRI02912USA College of Engineering Nanyang Technical University308232Singapore Department of Cardiovascular and Thoracic Surgery University of Texas Southwestern Medical CenterDallasTX75390USA Allegheny Health Network-Drexel University College of medicine PittsburghPA15212USA

Cardiac extracellular matrices(ECm)play crucial functional roles in cardiac *** studies have mainly focused on collagen,the major structural ECm in heart *** role of elastin in cardiac mechanics,however,is poorly *** this study,we investigated the spatial distribution and microstructural morphologies of cardiac elastin in porcine left *** demonstrated that the epicardial elastin network had location-and depth-dependency,and the overall epicardial elastin fiber mapping showed certain correlation with the helical heart muscle fiber *** compared to the epicardial layer,the endocardial layer was thicker and has a higher elastin-collagen ratio and a denser elastin fiber network;moreover,the endocardial elastin fibers were finer and more wavy than the epicardial elastin fibers,all suggesting various interface *** myocardial interstitial elastin fibers co-exist with the perimysial collagen to bind the cardiomyocyte bundles;some of the interstitial elastin fibers showed a locally aligned,hinge-like structure to connect the adjacent cardiomyocyte *** collagen-elastin combination reflects an optimal design in which the collagen provides mechanical strength and elastin fibers facilitate recoiling during ***,cardiac elastin fibers,along with collagen network,closely associated with the Purkinje cells,indicating that this ECm association could be essential in organizing cardiac Purkinje cells into“fibrous”and“branching”morphologies and serving as a protective feature when Purkinje fibers experience large deformations in *** short,our observations provide a structural basis for future in-depth biomechanical investigations and biomimicking of this long-overlooked cardiac ECm component.

关键词： Heart ECm Epicardial elastin Endocardial elastin Interstitial elastin Purkinje-cell associated elastin

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Non-linear modeling of kinetic and equilibrium data for the adsorption of hexavalent chromium by carbon nanomaterials:Dimension and functionalization

引用

Chinese Journal of Chemical Engineering 2019年第4期27卷 912-919页

作者： miguel de la luz-Asunción Eduardo E.Pérez-Ramírez Ana L.martínez-Hernández Victor m.Castano Víctor Sánchez-mendieta Carlos Velasco-Santos Facultad de Quimica Universidad Autonoma del Estado de Mexico Km. 12 de la carretera Toluca-Atlacomulco C.P. 50200 San Cayetano Toluca Estado de Mexico Mexico Tecnologico Nacional de mexico-Instituto Tecnologico de Queretaro Division de Estudios de Posgrado e Investigacion Av. Tecnologico s/n esq. GraL Mariano Escobedo Col. Centro Historico C.P. 76000 Santiago de Queretaro Queretaro Mexico Centro de Fisica Aplicada y Tecnologia Avanzada Universidad Nacional Autonoma de Mexico Boulevard Juriquilla 3001 Queretaro 76230 Mexico

The adsorption capacities for the removal of hexavalent chromium from aqueous solutions by six carbon nanomaterials have been evaluated. Single-walled and multi-walled carbon nanotubes as received and after oxidation treatment, graphene oxide and reduced graphene oxide are the materials with different dimension and functionalization compared in this research. Carbon nanotubes have been modified using hydrogen peroxide as oxidizing agent under microwave radiation. The oxidation treatment on carbon nanotubes has a positive effect increasing the adsorbent–adsorbate interaction. Rate-controlling mechanisms and equilibrium data are analyzed using non-linear models. Non-linear method is proposed as the most suitable method for determining the kinetic and equilibrium parameters. The values of adsorption energy(E) obtained from the Dubinin–Radushkevich isotherm,have been found around 0.371 and 0.870 k J·mol-1, indicating physical adsorption. Therefore, the pseudo-second order model represents better the kinetic experimental data. The results show that the Langmuir isotherm provides a slightly better fit to the experimental data compared with the Freundlich isotherm, indicating homogeneous distribution of active sites on carbon nanomaterials and monolayer adsorption. The separation factors RLare found in the range of 0–1, suggesting that the adsorption process is suitable for all adsorbents. The mechanisms for hexavalent chromium removal have been proposed as electrostatic interactions and hydrogen bonding.

关键词： Carbon nanotubes Graphene Adsorption Hexavalent chromium Kinetic

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

molecular isolation and identification of mycobacterium avium *** in Didelphis virginiana from Hidalgo,mexico

引用

Asian Pacific Journal of Tropical medicine 2020年第3期13卷 131-136页

作者： Nallely Rivero-perez Juan Ocampo-López Benjamín Valladares-Carranza Fabián R.Gómez de Anda Francisco J.Pena jim.nez Victor m.martínez Juárez Armando Peláez Acero Jose I.Olave Leyva Deyanira Ojeda-Ramírez Adrian Zaragoza-Bastida Area Académica de medicina Veterinaria y Zootecnia Instituto de Ciencias AgropecuariaUniversidad Autónoma del Estado de HidalgoAv.Universidad Km 1Ex-Hda.de AquetzalpaC.P.43600 TulancingoHidalgoMéxico Centro de Investigación y Estudios Avanzados en Salud Animal Facultad de Medicina Veterinaria y ZootecniaUniversidad Autónoma del Estado de MéxicoKm 15.5 Carretera Panamericana Toluca-AtlacomulcoC.P.50200 TolucaEstado de MéxicoMéxico Centro Universitario del Sur/División de Ciencias de la Salud/Departamento de Ciencias Clínicas/Hospital Veterinario CUSUR Universidad de Guadalajara Av.Enrique Arreola Silva No.883colonia centro C.P.49000Ciudad GuzmánJaliscoMéxico

Objective:To isolate and identify the exact species of the genus mycobacterium from Didelphis(D.)virginiana,and the direct implications of this bacterium to public health and veterinary ***:Thirty-one *** were captured and necropsied in Hidalgo,*** samples were collected to culture mycobacteria present and examine individual specimens’*** identification was obtained through the application of amplification and sequencing of 16S rDNA ***:Three strains were isolated and identified as mycobacterium(m.)avium *** by utilizing *** complexspecific *** lesions were observed in the subpleural zone(granuloma gradeⅡ)and bronchial(granuloma gradeⅠ)of the lungs of *** with positive ***:Three strains of *** ***,from lung tissue samples of *** were *** subspecies of *** has important implications in public health and veterinary medicine.

关键词： Didelphis virginiana mycobacterium avium complex mycobacterium avium subsp.hominissuis Public health

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Use of subcutaneous tocilizumab to prepare intravenous solutions for COVID-19 emergency shortage:Comparative analytical study of physicochemical quality attributes

引用

Journal of Pharmaceutical Analysis 2020年第6期10卷 532-545页

作者： Natalia Navas Jesús Hermosilla Anabel Torrente-Lopez Jose Hernandez-jimenez Jose Cabeza Raquel perez-Roblesa Antonio Salmeron-García Department of Analytical Chemistry Science Faculty/Biomedical Research Institute ibs.GranadaUniversity of GranadaGranadaE-18071Spain UGC Farmacia Hospitalaria Biomedical Research Institute ibs.Granada.Hospital Universitario San Cecilio de GranadaGranadaE-18012Spain

COVID-19,a disease caused by the novel coronavirus SARS-Co V-2,has produced a serious emergency for global public health,placing enormous stress on national health systems in many *** studies suggest that cytokine storms(interleukins)may play an important role in severe cases of *** key inflammatory factors in cytokine release syndrome(CRS)could therefore be of great value in reducing the mortality ***(TCZ)in its intravenous(IV)form of administration-Ro Actemra?20 mg/m L(Roche)-is indicated for treatment of severe CRS *** investigations have concluded that inhibition of IL-6 with TCZ appears to be efficacious and safe,with several ongoing clinical *** has led to a huge increase in demand for IV TCZ for treating severe COVID-19 patients in hospitals,which has resulted in drug ***,we present a comparability study assessing the main critical physicochemical attributes of TCZ solutions used for infusion,at 6 mg/m L and 4 mg/m L,prepared from Ro Actemra?20 mg/m L(IV form)and from Ro Actemra?162 mg(0.9 m L solution pre-filled syringe,subcutaneous(SC)form),to evaluate the use of the latter for preparing clinical solutions required for IV administration,so that in a situation of shortage of the IV medicine,the SC form could be used to prepare the solutions for IV delivery of *** is important to remember that during the current pandemic all the medicines are used off-label,since none of them has yet been approved for the treatment of COVID-19.

关键词： COVID-19 Tocilizumab Critical quality attributes IV and SC medicines

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：