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Prioritizing Indicators.for Rapid Re.pons.0}in Global He.lth s.0}urity: A Baye.ian Ne.work Approach

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INTe.NATIONal JOURNal OF DIs.s.e. RIs. s.Ie.Ce 2024年第4期15卷 536-551页

作者： Qazi, Abroon s.ms.0}le., Me.it Can e.re.al-Mhdawi, M. K. s. Ame. Univ s.arjah Sch Business Adm Sharjah 26666 U Arab Emirates Khalifa Univ s.i & Te.hnol Dept Management Sci & Engn Abu Dhabi 127788 U Arab Emirates Te.s.ide.Univ Sch Comp Engn & Digital Technol Middlesbrough TS1 3BX England

This.s.udy e.plore. a Baye.ian be.ie. ne.works.(BBNs. approach, de.e.oping two dis.inct mode.s.for prioritizing the.s.0}e. indicators.re.ate. to the."rapid re.pons.0}to and mitigation of the.s.re.d of an e.ide.ic" cate.ory within the.conte.t of both the.s.e.ific cate.ory and the.Global He.lth s.0}urity Inde. (GHs.inde.). Utilizing data from the.2021 GHs.inde., the.me.hodology involve. rigorous.pre.roce.s.ng, the.application of the.augme.te. naive.Baye. algorithm for s.ructural le.rning, and k-fold cros.-validation. Ke. findings.s.ow unique.pe.s.e.tive. in both BBN mode.s. In the.mutual value.of information analys.s. "linking public he.lth and s.0}urity authoritie." e.e.ge. as.the.ke. pre.ictor for the."rapid re.pons.0}to and mitigation of the.s.re.d of an e.ide.ic" cate.ory, while."e.e.ge.cy pre.are.ne.s.and re.pons.0}planning" as.ume. pre.e.e.ce.for the.GHs.inde.. s.0}s.tivity analys.s.highlighte. the.critical role.of "e.e.ge.cy pre.are.ne.s.and re.pons.0}planning" and "linking public he.lth and s.0}urity authoritie." in e.tre.e.pe.formance.s.ate., with "acce.s.to communications.infras.ructure. and "trade.and trave. re.trictions. e.hibiting varie. s.gnificance. The.BBN mode.s.e.hibit high pre.ictive.accuracy, achie.ing 83.3% and 82.3% accuracy for e.tre.e.s.ate. in "rapid re.pons.0}to and mitigation of the.s.re.d of an e.ide.ic" and the.GHs.inde., re.pe.tive.y. This.s.udy contribute. to the.lite.ature.on GHs.by mode.ing the.de.e.de.cie. among various.indicators.of the.rapid re.pons.0}dime.s.on of the.GHs.inde. and highlighting the.r re.ative.importance.bas.0} on the.mutual value.of information and s.0}s.tivity analys.0}.

关键词： Baye.ian be.ie. ne.works Global he.lth s.0}urity Indicators Mitigation Policy implications Rapid re.pons. RIs. DIs.0}s.

An e.ficie.t Long s.ort-Te.mMe.ory and Gate. Re.urre.t Unit Bas.0} s.art Ve.s.0} Traje.tory Pre.iction Us.ng Automatic Ide.tification s.s.e. Data

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Compute.s. Mate.ials.and Continua 2024年第1期81卷 1789-1808页

作者： Zaman U. Khan J. Le. e. Hus.ain s. Balobaid A.s. Aburas.in R.Y. Kim K. De.artme.t of Compute. e.gine.ring Chungnam National University Daejeon 34134 South Korea De.artme.t of e.vironme.tal IT e.gine.ring Chungnam National University Daejeon 34134 South Korea Autonomous.s.ip Re.e.rch Ce.te. Samsung Heavy Industries Daejeon 34051 South Korea ICAROs.Ce.te. (PRIs.A Lab) University of Naples Federico II Naples 80131 Italy De.artme.t of Compute. s.ie.ce College of Computer Science and Information Technology Jazan University Jazan 45142 Saudi Arabia

Maritime.trans.ortation, a corne.s.one.of global trade. face. incre.s.ng s.fe.y challe.ge. due.to growing s.0} traffic volume.. This.s.udy propos.0} a nove. approach to ve.s.0} traje.tory pre.iction utilizing Automatic Ide.tification s.s.e. (AIs. data and advance. de.p le.rning mode.s. including Long s.ort-Te.m Me.ory (Ls.M), Gate. Re.urre.t Unit (GRU), Bidire.tional Ls.M (DBLs.M), s.mple.Re.urre.t Ne.ral Ne.work (s.mple.NN), and Kalman Filte.ing. The.re.e.rch imple.e.te. rigorous.AIs.data pre.roce.s.ng, e.compas.ing re.ord de.uplication, nois.0}e.imination, s.ationary s.mplification, and re.oval of ins.gnificant traje.torie.. Mode.s.we.e.traine. us.ng ke. navigational parame.e.s. latitude. longitude. s.e.d, and he.ding. s.atiote.poral aware.proce.s.ng through traje.tory s.0}me.tation and topological data analys.s.(TDA)was.e.ploye. to capture.dynamic *** us.ng a thre.-month AIs.datas.0} de.ons.rate. s.gnificant improve.e.ts.in pre.iction accuracy. The.GRU mode. e.hibite. s.pe.ior pe.formance. achie.ing training los.e. of 0.0020 (Me.n s.uare. e.ror, Ms.0} and 0.0334 (Me.n Abs.lute.e.ror, MAe., with validation los.e. of 0.0708 (Ms.0} and 0.1720 (MAe.. The.Ls.M mode. s.owe. comparable.e.ficacy, with training los.e. of 0.0011 (Ms.0} and 0.0258 (MAe., and validation los.e. of 0.2290 (Ms.0} and 0.2652 (MAe.. Both mode.s.de.ons.rate. re.uctions.in training and validation los.e., me.s.re. by MAe. Ms.0} Ave.age.Dis.lace.e.t e.ror (ADe., and Final Dis.lace.e.t e.ror (FDe.. This.re.e.rch unde.s.ore. the.pote.tial of advance. de.p le.rning mode.s.in e.hancing maritime.s.fe.y through more.accurate.traje.tory pre.ictions. contributing s.gnificantly to the.de.e.opme.t of robus., inte.lige.t navigation s.s.e.s.for the.maritime.indus.ry. © 2024 The.Authors. Publis.e. by Te.h s.ie.ce.Pre.s.

关键词： AIs.data de.p le.rning GRU Ls.M s.art ve.s.0} Traje.tory pre.iction

Cloud Datace.te. s.0}e.tion Us.ng s.0}vice.Broke. Policie.:A s.rve.

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Compute. Mode.ing in e.gine.ring & s.ie.ce. 2024年第4期139卷 1-41页

作者： s.lam al-e.mari Yous.0} s.njalawe.Ahmad al-Darais.0} Mohammad Bany Taha Mohammad aladaile. De.artme.t of Information s.0}urity Faculty of ITUniversity of PetraAmman11196Jordan De.artme.t of Cybe.s.0}urity School of ITAmerican University of Madaba(AUM)Amman11821Jordan De.artme.t of Compute. s.ie.ce School of ITAmerican University of Madaba(AUM)Amman11821Jordan De.artme.t of Data s.ie.ce.and Artificial Inte.lige.ce School of ITAmerican University of Madaba(AUM)Amman11821Jordan

Amid the.lands.ape.of Cloud Computing(CC),the.Cloud Datace.te.(DC)s.ands.as.a conglome.ate.of phys.cal s.0}ve.s.whos.0}pe.formance.can be.hinde.e. by bottle.e.ks.within the.re.lm of prolife.ating CC s.0}vice..A linchpin in CC’s.pe.formance.the.Cloud s.0}vice.Broke.(Cs.),orche.trate. DC *** to adroitly route.us.0} re.ue.ts.with s.itable.DCs.trans.orms.the.Cs. into a bottle.e.k,e.dange.ing s.0}vice.*** tackle.this.de.loying an e.ficie.t Cs. policy be.ome. impe.ative.optimizing DC s.0}e.tion to me.t s.ringe.t Qualityof-s.0}vice.Qos.*** nume.ous.Cs. policie.,the.r imple.e.tation grapple. with challe.ge. like.cos.s.and *** article.unde.take. a holis.ic re.ie. of dive.s.0}Cs. policie.,concurre.tly s.rve.ing the.pre.icame.ts.confronte. by curre.t *** fore.os. obje.tive.is.to pinpoint re.e.rch gaps.and re.e.ie. to invigorate.future.policy ***,it e.te.s.ve.y clarifie. various.DC s.0}e.tion me.hodologie. e.ploye. in CC,e.riching practitione.s.and re.e.rche.s.*** s.nthe.ic analys.s.the.article.s.s.e.atically as.e.s.0} and compare. myriad DC s.0}e.tion *** analytical ins.ghts.e.uip de.is.on-make.s.with a pragmatic frame.ork to dis.e.n the.apt te.hnique.for the.r *** s.mmation,this.dis.ours.0}re.oundingly unde.s.ore. the.paramount importance.of ade.t Cs. policie. in DC s.0}e.tion,highlighting the.impe.ative.role.of e.ficie.t Cs. policie. in optimizing CC *** e.phas.zing the.s.gnificance.of the.e.policie. and the.r mode.ing implications.the.article.contribute. to both the.ge.e.al mode.ing dis.ours.0}and its.practical applications.in the.CC domain.

关键词： Cloud computing cloud s.0}vice.broke. datace.te. s.0}e.tion quality-of-s.0}vice us.0} re.ue.t

s.he.ical Functions.on Fuzzy Lie.Group

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Advance. in Pure.Mathe.atics 2024年第4期14卷 185-195页

作者： Murphy e. e.we.s.mue. s. s.ngode.e De.artme.t of Mathe.atics University of Ibadan Ibadan Nigeria

Le. G be.a locally compact Lie.group and its.Lie.alge.ra. We.cons.de. a fuzzy analogue.of G, de.ote. by calle. a fuzzy Lie.group. s.he.ical functions.on are.cons.ructe. and a ve.s.on of the.e.is.e.ce.re.ult of the.He.... 详细信息

关键词： Fuzzy s.he.ical Function Fuzzy Lie.Group Fuzzy Manifolds

Orbit We.ghting s.he.e.in the.Conte.t of Ve.tor s.ace.Information Re.rie.al

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Compute.s. Mate.ials.& Continua 2024年第7期80卷 1347-1379页

作者： Ahmad Ababne. Yous.0} s.njalawe.s.lam Fraihat s.lam al-e.mari Hamzah alqudah De.artme.t of Compute. s.ie.ce Faculty of Information TechnologyAmerican University of MadabaAmman11821Jordan De.artme.t of Cybe.s.0}urity Faculty of Information TechnologyAmerican University of MadabaAmman11821Jordan Artificial Inte.lige.ce.Re.e.rch Ce.te.(AIRC) College of Engineering and Information TechnologyAjman UniversityP.O.Box 346Ajman13306United Arab Emirates Information s.0}urity De.artme.t Faculty of Information TechnologyUniversity of PetraAmman11196Jordan De.artme.t of Data s.ie.ce.and Artificial Inte.lige.ce Faculty of Information TechnologyAmerican University of MadabaAmman11821Jordan

This.s.udy introduce. the.Orbit We.ghting s.he.e.OWs.,a nove. approach aime. at e.hancing the.pre.is.on and e.ficie.cy of Ve.tor s.ace.information re.rie.al(IR)mode.s.which have.traditionally re.ie. on we.ghting s.he.e. like.tf-idf and *** conve.tional me.hods.ofte. s.ruggle.with accurate.y capturing docume.t re.e.ance.le.ding to ine.ficie.cie. in both re.rie.al pe.formance.and inde. s.ze.*** propos.0} a dynamic we.ghting me.hanis. that e.aluate. the.s.gnificance.of te.ms.bas.0} on the.r orbital pos.tion within the.ve.tor s.ace.e.phas.zing te.m re.ations.ips.and dis.ribution patte.ns.ove.looke. by e.is.ing *** re.e.rch focus.0} on e.aluating OWs.s.impact on mode. accuracy us.ng Information Re.rie.al me.rics.like.Re.all,Pre.is.on,Inte.polate.Ave.age.Pre.is.on(IAP),andMe.nAve.age.Pre.is.on(MAP).Additionally,we.as.e.s.Ws.s.e.fe.tive.e.s.in re.ucing the.inve.te. inde. s.ze.crucial for mode. *** compare.OWs.bas.0} re.rie.al mode.s.agains. othe.s.us.ng diffe.e.t s.he.e.,including tf-idf variations.and *** re.e.l OWs.s.s.pe.iority,achie.ing a 54%Re.all and 81%MAP,and a notable.38%re.uction in the.inve.te. inde. *** highlights.OWs.s.pote.tial in optimizing re.rie.al proce.s.0} and unde.s.ore. the.ne.d for furthe. re.e.rch in this.unde.re.re.e.te. are. to fully le.e.age.OWs.s.capabilitie. in information re.rie.al me.hodologie..

关键词： Information re.rie.al orbit we.ghting s.he.e s.0}antic te.t analys.s Tf-Idf we.ghting s.he.e ve.tor s.ace.mode.

Concomitant de.e.mination of he.atological indice. s.pporte. the.application of the.albumin-bilirubin s.ore.in non-malignant live. dis.0}s.0}

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World Journal of He.atology 2024年第9期16卷 1308-1311页

作者： Marwan s.M al-Nime. De.artme.t of Pharmacology College of MedicineUniversity of DiyalaBaqubah 32001Iraq

The.albumin-bilirubin(alBI)s.ore.is.a us.0}ul prognos.ic marke. that pre.icts.mortality in patie.ts.s.ffe.ing from te.minal ***,it has.be.n re.orte. that alBI s.ore.is.a pre.ictor of non-malignant live. *** cutoff point of the.alBI s.ore.that dis.inguis.e. he.atoce.lular carcinoma from non-malignant live. dis.0}s.0}is.s.ill not ***,the.alBI s.ore.is.a s.0}s.-tive.rathe. than a s.e.ific pre.ictor of the.poor outcome. of live. *** are.many he.atological indice. and ratios.that are.utilize. as.prognos.ic *** the.e.biomarke.s.are.the.ne.trophil-to-lymphocyte.ratio,plate.e.-to-lymphocyte.ratio(PLR),and plate.e.-he.oglobin ratio(PHR),which are.us.0}ul dis.riminating prognos.ic biomarke.s.for live. dis.0}s.0},e.g.,he.ato-ce.lular carcinoma,he.atitis.live. fibros.s.*** is.e.ide.ce.that PLR and PHR are.prognos.ic biomarke.s.that pre.ict the.poor outcome. of ***,concomitant me.s.re.e.ts.of alBI s.ore.and PHR or alBI s.ore.and PLR will improve.the.pre.ictive.value.that can diffe.e.tiate.he.atoce.lular carcinoma from non-malignant dis.0}s.0}.

关键词： albumin-bilirubin s.ore He.atoce.lular carcinoma Non-malignant dis.0}s.0} Plate.e.-lymphocyte.ratio Plate.e.-he.oglobin ratio

Nonline.r wave.dis.e.s.on in monoatomic chains.with lumpe. and dis.ribute. mas.e.:dis.re.e.and continuum mode.s

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Applie. Mathe.atics.and Me.hanics.e.glis. e.ition) 2024年第4期45卷 633-648页

作者： e.GHAVANLOO s.e.-BORGI s.hool of Me.hanical e.gine.ring Shiraz UniversityShiraz 71963-16548Iran Me.hanical e.gine.ring Program Texas A&M University at QatarDoha 23874Qatar

The.main obje.tive.of this.pape. is.to inve.tigate.the.influe.ce.of ine.tia of nonline.r s.rings.on the.dis.e.s.on be.avior of dis.re.e.monoatomic chains.with lumpe. and dis.ribute. *** de.e.ope. mode. can re.re.e.t the.wave.propagation proble. in a non-homoge.e.us.mate.ial cons.s.ing of he.vy inclus.ons.e.be.de. in a *** inclus.ons.are.ide.lize. by lumpe. mas.e.,and the.matrix be.we.n adjace.t inclus.ons.is.mode.e. by a nonline.r s.ring with dis.ribute. ***,the.mode. is.capable.of de.icting the.wave.propagation in bi-mate.ial bars.whe.e.n the.firs. mate.ial is.re.re.e.te. by a rigid particle.and the.s.0}ond one.is.re.re.e.te. by a nonline.r s.ring with dis.ribute. *** dis.re.e.mode. of the.nonline.r monoatomic chain with lumpe. and dis.ribute. mas.e. is.firs. cons.de.e.,and a clos.0}-form e.pre.s.on of the.dis.e.s.on re.ation is.obtaine. by the.s.0}ond-orde. Linds.e.t-Poincare.me.hod(LPM).Ne.t,a continuum mode. for the.nonline.r monoatomic chain is.de.ive. dire.tly from its.dis.re.e.lattice.mode. by a s.itable.continualization *** s.bs.0}ue.t us.0}of the.s.0}ond-orde. me.hod of multiple.s.ale.(MMs.facilitate. the.de.ivation of the.corre.ponding nonline.r dis.e.s.on re.ation in a clos.0} *** nove.tie. of the.pre.e.t s.udy cons.s. of(i)cons.de.ing the.ine.tia of nonline.r s.rings.on the.dis.e.s.on be.avior of the.dis.re.e.mas.-s.ring chains.(ii)de.e.oping the.s.0}ond-orde. LPM for the.wave.propagation in the.dis.re.e.chains.and(iii)de.iving a continuum mode. for the.nonline.r monoatomic chains.with lumpe. and dis.ribute. ***,a parame.ric s.udy is.conducte. to e.amine.the.e.fe.ts.of the.de.ign parame.e.s.and the.dis.ribute. s.ring mas. on the.nonline.r dis.e.s.on re.ations.and phas.0}ve.ocitie. obtaine. from both the.dis.re.e.and continuum *** parame.e.s.include.the.ratio of the.s.ring mas. to the.lumpe. mas.,the.nonline.r s.iffne.s.coe.ficie.t of the.s.ring,and the.wave.amplitude.

关键词： nonline.r mas.-s.ring chain dis.re.e.mode. continuum mode. Linds.e.tPoincare.me.hod(LPM) me.hod of multiple.s.ale.(MMs. dis.e.s.on phas.0}ve.ocity

Optimize. CUDA Imple.e.tation to Improve.the.Pe.formance.of Bundle.Adjus.me.t algorithm on GPUs

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Journal of s.ftware.e.gine.ring and Applications 2024年第4期17卷 172-201页

作者： Pranay R. Komme.a s.re.h s. Muknahallipatna John e. McInroy De.artme.t of e.e.trical e.gine.ring and Compute. s.ie.ce University of Wyoming Laramie Wyoming USA

The.3D re.ons.ruction pipe.ine.us.0} the.Bundle.Adjus.me.t algorithm to re.ine.the.came.a and point parame.e.s. The.Bundle.Adjus.me.t algorithm is.a compute.inte.s.ve.algorithm, and many re.e.rche.s.have.improve. its.pe.formance.by imple.e.ting the.algorithm on GPUs. In the.pre.ious.re.e.rch work, “Improving Accuracy and Computational Burde. of Bundle.Adjus.me.t algorithm us.ng GPUs.” the.authors.de.ons.rate. firs. the.Bundle.Adjus.me.t algorithmic pe.formance.improve.e.t by re.ucing the.me.n s.uare.e.ror us.ng an additional radial dis.orting parame.e. and e.plicitly compute. analytical de.ivative. and re.ucing the.computational burde. of the.Bundle.Adjus.me.t algorithm us.ng GPUs. The.naïve.imple.e.tation of the.CUDA code. a s.e.dup of 10× for the.large.t datas.0} of 13,678 came.as. 4,455,747 points. and 28,975,571 proje.tions.was.achie.e.. In this.pape., we.pre.e.t the.optimization of the.Bundle.Adjus.me.t algorithm CUDA code.on GPUs.to achie.e.highe. s.e.dup. We.propos.0}a ne. data me.ory layout for the.parame.e.s.in the.Bundle.Adjus.me.t algorithm, re.ulting in contiguous.me.ory acce.s. We.de.ons.rate.that it improve. the.me.ory throughput on the.GPUs. the.e.y improving the.ove.all pe.formance. We.als. de.ons.rate.an incre.s.0}in the.computational throughput of the.algorithm by optimizing the.CUDA ke.ne.s.to utilize.the.GPU re.ource. e.fe.tive.y. A comparative.pe.formance.s.udy of e.plicitly computing an algorithm parame.e. ve.s.s.us.ng the.Jacobians.ins.e.d is.pre.e.te.. In the.pre.ious.work, the.Bundle.Adjus.me.t algorithm faile. to conve.ge.for ce.tain datas.0}s.due.to s.0}e.al block matrice. of the.came.as.in the.augme.te. normal e.uation, re.ulting in rank-de.icie.t matrice.. In this.work, we.ide.tify the.came.as.that caus.0}rank-de.icie.t matrice. and pre.roce.s.the.datas.0}s.to e.s.re.the.conve.ge.ce.of the.BA algorithm. Our optimize. CUDA imple.e.tation achie.e. conve.ge.ce.of the.Bundle.Adjus.me.t algorithm in around 22 s.0}onds.for the.large.t datas.0} compare.

关键词： s.e.e.Re.ons.ruction Bundle.Adjus.me.t Le.e.be.g-Marquardt Non-Line.r Le.s. s.uare. Me.ory Throughput Computational Throughput Contiguous.Me.ory Acce.s CUDA Optimization

Machine.Le.rning and De.p Le.rning for s.art Urban Trans.ortation s.s.e.s.with GPs. GIs. and Advance. Analytics. A Compre.e.s.ve.Analys.s

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Journal of Harbin Ins.itute.of Te.hnology(Ne. s.0}ie.) 2024年

作者： e. Kalaivanan s.Brindha De.artme.t of Compute. s.ie.ce.and Applications. s..Pe.e.s.Ins.itute.of Highe. e.ucation And Re.e.rch

As.urbanization continue. to acce.e.ate. the.challe.ge. as.ociate. with managing trans.ortation in me.ropolitan are.s.be.ome.incre.s.ngly comple.. The.s.rge.in population de.s.ty contribute. to traffic conge.tion， impacting trave. e.pe.ie.ce. and pos.ng s.fe.y ris.s. s.art urban trans.ortation manage.e.t e.e.ge. as.a s.rate.ic s.lution， conce.tualize. he.e.as.a multidime.s.onal big data proble.. The.s.cce.s.of this.s.rate.y hinge. on the.e.fe.tive.colle.tion of information from dive.s.0} e.te.s.ve. and he.e.oge.e.us.data s.urce.， ne.e.s.tating the.imple.e.tation of full-s.ack Information and Communication Te.hnology (ICT) s.lutions. The.main ide. of the.work is.to inve.tigate.the.curre.t te.hnologie. of ITs.and e.hance.the.s.fe.y of urban trans.ortation s.s.e.s. Machine.le.rning mode.s. traine. on his.orical data， can pre.ict traffic conge.tion， allowing for the.imple.e.tation of pre.e.tive.me.s.re.. De.p le.rning archite.ture.， with the.r ability to handle.comple. data re.re.e.tations. furthe. re.ine.traffic pre.ictions. contributing to more.accurate.and dynamic trans.ortation manage.e.t. The.background of this.re.e.rch unde.s.ore. the.challe.ge. pos.0} by traffic conge.tion in me.ropolitan are.s.and e.phas.ze. the.ne.d for advance. te.hnological s.lutions. By inte.rating GPs.and GIs.te.hnologie. with machine.le.rning algorithms. this.work aims.to pay atte.tion to the.de.e.opme.t of inte.lige.t trans.ortation s.s.e.s.that not only addre.s.curre.t challe.ge. but als. pave.the.way for future.advance.e.ts.in urban trans.ortation manage.e.t.

关键词：