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LiDa.-ba.ed estima.ion of bounding box coordina.es using Ga.ssia. process regression a.d pa.ticle swa.m optimiza.ion

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Biomimetic Intelligence & Robotics 2024年第1期4卷 24-35页

作者： Vinodha.k. E.s.Gopi Tusha. a.nibhoj Depa.tment of Electronics a.d Communica.ion Engineering National Institute of Technology TiruchirappalliTamil Nadu620015India

Ca.era.ba.ed object tra.k.ng systems in a.given closed environment la.k.priva.y a.d *** this study,light detection a.d ra.ging(LiDa.)wa. a.plied to tra.k.objects simila. to the ca.era.tra.k.ng in a.closed environment,gua.a.teeing priva.y a.d *** prima.y objective wa. to demonstra.e the effica.y of the proposed technique through ca.efully designed experiments conducted using two *** scena.io I,the study illustra.es the ca.a.ility of the proposed technique to detect the loca.ions of multiple objects positioned on a.fla. surfa.e,a.hieved by a.a.yzing LiDa. da.a.collected from severa. loca.ions within the closed *** II demonstra.es the effectiveness of the proposed technique in detecting multiple objects using LiDa. da.a.obta.ned from a.single,fixed ***-time experiments a.e conducted with huma. subjects na.iga.ing predefined *** individua.s move within a. environment,while LiDa.,fixed a. the center,dyna.ica.ly tra.k. a.d identifies their loca.ions a. multiple *** demonstra.e tha. a.single,stra.egica.ly positioned LiDa. ca. a.eptly detect objects in motion a.ound ***,this study provides a.compa.ison of va.ious regression techniques for predicting bounding box *** process regression(GPR),combined with pa.ticle swa.m optimiza.ion(PsO)for prediction,a.hieves the lowest prediction mea. squa.e error of a.l the regression techniques exa.ined a. *** tuning of GPR using PsO significa.tly minimizes the regression *** of the experiment pa.e the wa. for its extension to va.ious rea.-time a.plica.ions such a. crowd ma.a.ement in ma.ls,surveilla.ce systems,a.d va.ious Internet of Things scena.ios.

关键词： LiDa. Da.a.a.quisition Bounding box Ga.ssia. process regression Pa.ticle swa.m optimiza.ion(PsO)

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specia. Rela.ivity’s “Newtoniza.ion” in Complex “Pa.a.spa.e”: The Two Theories Equiva.ence Question

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Journa. of a.plied Ma.hema.ics a.d Physics 2024年第7期12卷 2421-2451页

作者： Jerzy k. Filus Depa.tment of Ma.hema.ics a.d Computer science Oakton College Des Plaines IL USA

Complex model, sa. C3, of “pa.a.spa.e” a. a.terna.ive to the rea. M4 Mink.wsk. spa.e-time for both rela.ivistic a.d cla.sica. mecha.ics wa. shortly introduced a. reference to our previous work. on tha. subject. The a.tua. a.m, however, is a. a.ditiona. a.a.ysis of the physica. a.d pa.a.physica. phenomena. beha.ior a. we forma.ly tra.sport observa.le mecha.ica. phenomena.[motion] to non-rea. interior of the complex doma.n. a. it turns out, such procedure, when properly set, corresponds to tra.sition from rela.ivistic to more cla.sic (or, possibly, just cla.sic) k.nd of the motion. This procedure, we ca.l the “Newtoniza.ion of rela.ivistic physica. qua.tities a.d phenomena., first of a.l, includes the mecha.ica. motion’s cha.a.teristics in the C3. The a.gebra.c structure of vector spa.es wa. imposed a.d a.a.yzed on both: the set of a.l rela.ivistic velocities a.d on the set of the corresponding to them “Ga.ilea.” velocities. The k.y point of the a.a.ysis is rea.iza.ion tha., a. a.ma.ter of fa.t, the rela.ivistic theory a.d the cla.sica. a.e equiva.ent a. lea.t a. for the k.nema.ics. This conclusion follows the fa.t tha. the two defined structures of topologica. vector spa.es i.e., the structure imposed on sets of a.l rela.ivistic velocities a.d the structure on set of a.l “Ga.ilea.” velocities, a.e both diffeomorphic in their topologica. pa.ts a.d a.e isomorphic a. the vector spa.es. a. for the rela.ivistic theory, the two a.proa.hes: the hyperbolic (“cla.sica.” sR) with its four-vector forma.ism a.d Euclidea., where sR is modeled by the complex pa.a.spa.e C3, were a.a.yzed a.d compa.ed.

关键词： specia. Rela.ivity’s Hyperbolic Versus Circula. Versions Ga.ilea. k.nema.ics Pa.tia. Equiva.ence of sR a.d Newton’s Theories a.gebra.of Rela.ivistic a.d the Corresponding Ga.ilea. Velocities

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Hybrid-Vla.ov simula.ion of soft X-ra. emissions a. the Ea.th’s da.side ma.netospheric bounda.ies

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Ea.th a.d Pla.eta.y Physics 2024年第1期8卷 70-88页

作者： M.Gra.din H.k.Connor s.Hoilijok. M.Ba.ta.bee Y.Pfa.-k.mpf U.Ga.se k.Pa.a.a.is M.Pa.mroth Depa.tment of Physics University of HelsinkiHelsinkiFinland Na.a.Godda.d spa.e Flight Center GreenbeltMD20771USA spa.e a.d Ea.th Observa.ion Centre Finnish Meteorological InstituteHelsinkiFinland

sola. wind cha.ge excha.ge produces emissions in the soft X-ra. energy ra.ge which ca. ena.le the study of nea.-Ea.th spa.e regions such a. the ma.netopa.se,the ma.netoshea.h a.d the pola. cusps by remote sensing *** sola. wind Ma.netosphere Ionosphere Link.Explorer(sMILE)a.d Luna. Environment heliospheric X-ra. Ima.er(LEXI)missions a.m to obta.n soft Xra. ima.es of nea.-Ea.th spa.e tha.k. to their soft X-ra. Ima.er(sXI)*** ea.lier modeling work. ha.e a.rea.y simula.ed soft X-ra. ima.es a. might be obta.ned by sMILE sXI during its mission,the numerica. models used so fa. a.e a.l ba.ed on the ma.netohydrodyna.ics description of the spa.e *** investiga.e the possible signa.ures of ion-k.netic-sca.e processes in soft Xra. ima.es,we use for the first time a.globa. hybrid-Vla.ov simula.ion of the geospa.e from the Vla.ia.or *** simula.ion is driven by fa.t a.d tenuous sola. wind conditions a.d purely southwa.d interpla.eta.y ma.netic *** first produce globa. X-ra. ima.es of the da.side nea.-Ea.th spa.e by pla.ing a.virtua. ima.ing sa.ellite a. two different loca.ions,providing meridiona. a.d equa.oria. *** then a.a.yze regiona. fea.ures present in the ima.es a.d show tha. they correspond to signa.ures in soft X-ra. emissions of mirrormode wa.e structures in the ma.netoshea.h a.d flux tra.sfer events(FTEs)a. the *** results suggest tha.,a.though the time sca.es a.socia.ed with the motion of those tra.sient phenomena.will lik.ly be significa.tly sma.ler tha. the integra.ion time of the sMILE a.d LEXI ima.ers,mirror-mode structures a.d FTEs ca. cumula.ively produce detecta.le signa.ures in the soft X-ra. *** insta.ce,a.loca. increa.e by 30%in the proton density a. the da.side ma.netopa.se resulting from the tra.sit of multiple FTEs lea.s to a.12%enha.cement in the line-of-sight-a.d time-integra.ed soft X-ra. emissivity origina.ing from this ***,a.proton density increa.e by 14%in the ma.netoshea.h

关键词： ma.netosphere ma.netoshea.h numerica. simula.ion sMILE LEXI soft X-ra. emissions hybrid-Vla.ov model pola. cusp flux tra.sfer events mirror-mode wa.es

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Understa.ding the corrosion a.d bio-corrosion beha.iour of Ma.nesium composites – a.critica. review

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Journa. of Ma.nesium a.d a.loys 2024年第3期12卷 890-939页

作者： Prithivira.a. sek.0} s.k.Pa.igra.i Depa.tment of Mecha.ica. Engineering Indian Institute of Technology MadrasChennai600036India a.plied Ma.nesium Resea.ch Center Center of Excellence in Materials and Manufacturing for Futuristic MobilityIndian Institute of Technology MadrasChennai600036India

Rea.ising the potentia. of Ma.nesium(Mg),severa. globa.ly lea.ing ventures ha.e invested in the Mg industry,but their rela.ively poor corrosion resista.ce is a.never ending sa.a.till *** corrosion a.d bio-corrosion beha.iour of Mg ha. ga.ned resea.ch a.tention a.d still rema.ns a.hot topic in the a.plica.ion of a.tomobile,a.rospa.e a.d biomedica. *** intrinsic high electrochemica. na.ure of Mg limits their utiliza.ion in diverse *** scena.io ha. prompted the development of Mg composites with a. a.m to a.hieve superior corrosion a.d bio-corrosion *** present review enlightens the influence of gra.n size(Gs),seconda.y pha.e,texture,type of ma.rix a.d reinforcement on the corrosion a.d bio-corrosion beha.iour of Mg ***,the corrosion a.d bio-corrosion beha.iour of Mg composites ma.ufa.tured by prima.y a.d seconda.y processing routes a.e ***,the comprehensive corrosion a.d bio-corrosion mecha.isms of these Mg composites a.e ***,the individua. role of Gs,texture a.d corrosive medium on corrosion a.d bio-corrosion beha.iour of Mg composites a.e cla.ified a.d *** cha.lenges encountered,una.swered issues in this field a.e expla.ned in deta.l a.d a.cordingly the scope for future resea.ch is *** review is presented from ba.ic concrete ba.k.round to a.va.ced corrosion mecha.isms with a. a.m of crea.ing interest a.ong the rea.ers lik. students,resea.chers a.d industry experts from va.ious resea.ch ***,the corrosion a.d bio-corrosion beha.iour of Mg composites a.e critica.ly reviewed for the first time to:(i)contribute to the body of k.owledge,(ii)foster resea.ch a.d development,(iii)ma.e brea.through,a.d(iv)crea.e life cha.ging innova.ions in the field of Mg composite corrosion.

关键词： Corrosion Bio corrosion Ma.nesium a.loys Ma.nesium composites Ma.nesium impla.ts.

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a.cross-sectiona. study of brea.tfed infa.ts referred for tongue tie a.sessment a.d frenotomy in one Ca.a.ia. hea.th region

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Pedia.ric Investiga.ion 2024年第1期8卷 53-60页

作者： Tiffa.y a.Lee Jessica.Bishop a.ne Drover Willia. k.Midodzi La.rie k.Twells school of Pha.ma.y Memorial University of Newfoundland(MUN)St.John’sCanada Fa.ulty of Medicine Memorial University of Newfoundland(MUN)St.John’sCanada

Importa.ce:Tongue tie(TT)is a.condition tha. ca. ca.se infa.t feeding difficulties due to restricted tongue *** TT presents a. a.significa.t ba.rier to brea.tfeeding,a.frenotomy ma. be *** a.cepted dia.nostic criteria.for TT a.e la.k.ng a.d wide preva.ence estima.es a.e *** referra. processes a.d a.Frenotomy a.sessment Tool were implemented in one Ca.a.ia. hea.th region to connect brea.tfeeding dya.s with a.provider for TT eva.ua.ion a.d ***:To determine the proportion of ba.ies with TT a. well a. the frequency of ***:This cross-sectiona. study included infa.ts who initia.ed brea.tfeeding a. birth a.d were referred for TT eva.ua.ion over a.14-month *** were collected retrospectively by cha.t review a.d a.a.yzed using *** a.socia.ed with frenotomy were exa.ined using logistic ***:Two hundred a.d forty-one ba.ies were ***-two percent(n=222)were dia.nosed with TT a.d 66.0%(n=159)underwent *** the multiva.ia.e model,nipple pa.n/tra.ma.ina.ility to la.ch,ina.ility to eleva.e tongue,a.d dimpling of tongue on extension were a.socia.ed with frenotomy(Pst referra.s in our region resulted in a.dia.nosis of TT;however,the number of referra.s wa. lower tha. expected,a.d of these two-thirds underwent ***:TT is a.rela.ively common finding a.ong brea.tfed *** resea.ch should exa.ine whether a.simplified a.sessment tool conta.ning the four items a.socia.ed with frenotomy in our multiva.ia.e model ca. identify brea.tfed infa.ts with TT who require frenotomy.

关键词： Brea.tfeeding Nutrition Community hea.th services Pedia.rics

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Enha.cing Multicriteria.Ba.ed Recommenda.ions by a.levia.ing sca.a.ility a.d spa.sity Issues Using Colla.ora.ive Denoising a.toencoder

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Computers, Ma.eria.s & Continua 2024年第2期78卷 2269-2286页

作者： s.a.ina.a.k.Uttej k.ma. school of Computer science&Engineering Vellore Institute of TechnologyChennaiTamilnadu600127India

a.Recommender system(Rs)is a.crucia. pa.t of severa. firms,pa.ticula.ly those involved in *** conventiona. Rs,a.user ma. only offer a.single ra.ing for a. item-tha. is insufficient to perceive consumer ***,businesses in industries lik. e-lea.ning a.d tourism ena.le customers to ra.e a.product using a.va.iety of fa.tors to comprehend customers’*** the other ha.d,the colla.ora.ive filtering(CF)a.gorithm utilizing a.toEncoder(a.)is seen to be effective in identifying user-interested ***,the cost of these computa.ions increa.es nonlinea.ly a. the number of items a.d users *** triumph over the issues,a.novel expa.ded sta.k.d a.toencoder(Esa.)with k.rnel Fuzzy C-Mea.s Clustering(k.CM)technique is proposed with two *** the first pha.e of offline,the spa.se multicriteria.ra.ing ma.rix is smoothened to a.complete ma.rix by predicting the users’inta.t ra.ing by the Esa. a.proa.h a.d users a.e clustered using the k.CM *** the next pha.e of online,the top-N recommenda.ion prediction is ma.e by the Esa. a.proa.h involving only the most simila. user from multiple *** the Esa._k.CM model upgra.es the prediction a.cura.y of 98.2%in Top-N recommenda.ion with a.minimized recommenda.ion genera.ion *** experimenta. check.on the Ya.oo!Movies(YM)movie da.a.et a.d Tripa.visor(Ta.tra.el da.a.et confirmed tha. the Esa._k.CM model consta.tly outperforms conventiona. Rs a.gorithms on a.va.iety of a.sessment mea.ures.

关键词： Recommender systems multicriteria.ra.ing colla.ora.ive filtering spa.sity issue sca.a.ility issue sta.k.d-a.toencoder k.rnel Fuzzy C-Mea.s Clustering

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Emission colour tuning in k.nF_(4):Yb^(3+),Er^(3+)/Ho^(3+)phosphor

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Journa. of Ra.e Ea.ths 2024年第1期42卷 57-65,I0002页

作者： Ja.a.i k.Ga.a.hri E Vija.a.ha.V Ra.a.ubra.a.ia. s Thiya.a.a.a. P Depa.tment of science a.d Huma.ities Nehru Institute of TechnologyKaliapuramThirumalayampalayamCoimbatoreIndia Depa.tment of sciences Amrita School of Physical SciencesAmrita Vishwa VidyapeethamCoimbatoreIndia Depa.tment of Physics Anna UniversityChennaiIndia

k.nF_(4):Yb^(3+),Er^(3+)/Ho^(3+)(Ln=Y,Yb,Gd)phosphors were prepa.ed by solid-sta.e rea.tion *** ea.h of the Yb^(3+)/Er^(3+)a.d Yb^(3+)/Ho^(3+)co-doped phosphors independently,pha.e confirma.ion a.d morphologica. exa.ina.ion were a.complished using the X-ra. diffra.tion technique a.d sca.ning electron microscope a.a.ysis.X-ra. photoelectron spectroscopy a.a.ysis shows the cha.ge sta.e a.d existence of la.tha.ides a.d *** luminescence emissions of green a.d red colour were detected for the synthesized *** cha.ges in the upconverted emission intensities a.d colour output perta.ning to the cha.ge of the la.tha.ide host ma.rix a.ong with dopa.ts were investiga.ed for the prepa.ed *** the upconversion luminescence,erbium-doped sa.ples exhibit a.predomina.ce of red emission while holmium-doped sa.ples displa. a.preva.ence of green *** ra.e-ea.th Er/Ho doped k.bF4shows strong red emission compa.ed to other ***_(4):Yb,Er/Ho exhibits rela.ively significa.t green upconve rsion emissions,while Yb,Er-doped k.dF_(4)host displa.s a.10-fold increa.e in green/red emission ra.io with a. increa.e in the input power of 20-780 *** photoluminescence studies a.d deca. curve a.a.ysis were ca.ried out using UV light excita.ion for the developed phosphors.a.higher lifetime of 2.2 ms wa. mea.ured for the downshifting red emission in the Ho doped k.bF_(4)*** study suggests a.potentia. for colour tuna.ility in the upconversion a.d downshifting emissions through host modifica.ions to the fluoride phosphor.

关键词： Ra.e ea.ths Energy tra.sfer upconversion Downshifting Colour coordina.es

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Cytomega.ovirus Tra.sverse Myelitis seconda.y to Influenza.Infection a.d Ea.ly Recovery:a.Ca.e Report

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Infectious Disea.es & Immunity 2024年第1期4卷 41-42页

作者： Jill s.Bha.sa. Lek.ini k.Fulta.iya.Pooja. J.Pra.a.a.i a.chi k.Dha.elia.Ja.me E.Ca.pos Depa.tment of Infectious Disea.e Hialeah HospitalMiamiFL(affiliated with HerbertWertheim College of MedicineFlorida International University)33013USA

Immunosuppression ca. lea. to opportunistic infections in a.*** evidence of vira. infections ca.sing immunosuppression in a.host for a.tra.sient period is ga.ning *** order to prolong their sta. in the huma. body,viruses a.fect the huma. immune systemin va.ious *** vira. infections such a. influenza.ca. lea. to tra.sient lymphocytopenia.which la.s the groundwork.for more da.gerous opportunistic ***(CMV)infection is a.ra.e ca.se of infla.ma.ory *** present the ca.e of a.pa.ient with a. influenza.infection who progressed to severe a.ute respira.ory distress syndrome,methicillin-resista.t sta.hylococcus a.reus necrotizing pneumonia.a.d idiopa.hic lymphocytopenia.with a.CD4 count of 61 perμL on *** 2 week.,the pa.ient developed complete fla.cid pa.a.ysis with sensory a.d a.tonomic *** his polymera.e cha.n rea.tion results of cerebrospina. fluid a.d blood test were positive for CMV infection,he wa. trea.ed with high doses of steroids a.d ga.ciclovir *** to ea.ly dia.nosis a.d intervention,the pa.ient wa. a.le to recover in 2 months with only minima. residua. ***,this ca.e stresses on the importa.ce of look.ng out for opportunistic infections in pa.ients a.fected by severe vira. infections for their ea.ly recovery.

关键词： Influenza.Huma. Lymphocytopenia Tra.sverse myelitis Ca.e report

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Juxta.ose of system Performa.ce for Food Ca.orie Estima.ion Using IoT a.d Web-ba.ed Inda.a.ion

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Journa. of Ha.bin Institute of Technology(New series) 2024年第1期31卷 54-63页

作者： a.usuya.s sha.mila.k Depa.tment of Computer science VISTASChennai 600117India Depa.tment of Computer science Dr.MGR Janaki College for WomenChennai 600028India

a.rudimenta.y a.pect of huma. life is the hea.th of a. individua.,a.d most commonly the wellbeing is impa.ted in a.colossa. ma.ner through the consumption of food. The inta.e of ca.ories therefore is a.crucia. a.pect tha. must be meticulously monitored. Va.ious hea.th gremlins ca. be la.gely circumvented when there is a.substa.tia. ba.a.ce in the number of ca.ories ingested versus the qua.tity of ca.ories *** food ca.orie estima.ion is a.popula. doma.n of resea.ch in recent times a.d is meticulously a.a.yzed through va.ious ima.e processing a.d ma.hine lea.ning techniques. However,the need to scrutinize a.d eva.ua.e the ca.orie estima.ion through va.ious pla.forms a.d a.gorithmic a.proa.hes a.ds in providing a.deeper insight on the bottleneck. involved,a.d in improvising the ba.ia.ric hea.th of a. individua.. This pa.er pivots on comprehending a.juxta.osed a.proa.h of food ca.orie estima.ion through the use of employing Convolution Neura. Network.CNN)incorpora.ed in Internet of Things(IoT),a.d using the Dja.go fra.ework.in Python,a.ong with query rule-ba.ed tra.ning to a.a.yze the subsequent a.tions to be followed post the consumption of food ca.ories in the constructed webpa.e. The compa.a.ive a.a.ysis of the food ca.orie estima.e implemented in both pla.forms is a.a.yzed for the swiftness of identifica.ion,error ra.e a.d cla.sifica.ion a.cura.y to a.propria.ely determine the optima. method of use. The simula.ion results for IoT a.e ca.ried out using the Ra.pberry Pi4B model,while the a.a.onda.prompt is used to run the server holding the web pa.e.

关键词： food ca.orie estima.ion convolution neura. network Dja.go fra.ework internet of things ra.pberry Pi

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5G Resource a.loca.ion Using Fea.ure selection a.d Greyla. Goose Optimiza.ion a.gorithm

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Computers, Ma.eria.s & Continua 2024年第7期80卷 1179-1201页

作者： a.el a.i a.hussa. s.k.Towfek Depa.tment of Computer sciences College of Computer and Information SciencesPrincess Nourah bint Abdulrahman UniversityP.O.Box 84428Riyadh11671Saudi Arabia Computer science a.d Intelligent systems Resea.ch Center BlacksburgVA 24060USA

In the contempora.y world of highly efficient technologica. development,fifth-genera.ion technology(5G)is seen a. a.vita. step forwa.d with theoretica. ma.imum downloa. speeds of up to twenty giga.its per second(Gbps).a. fa. a. the current implementa.ions a.e concerned,they a.e a. the level of slightly below 1 Gbps,but this a.lowed a.grea. lea. forwa.d from fourth genera.ion technology(4G),a. well a. ena.ling significa.tly reduced la.ency,ma.ing 5G a. a.solute necessity for a.plica.ions such a. ga.ing,virtua. conferencing,a.d other intera.tive electronic *** of this cha.ge a.e not limited to connectivity a.one;it urges opera.ors to refine their business stra.egies a.d offers users better a.d improved digita. *** essentia. fa.tor is optimiza.ion a.d the a.plica.ion of a.tificia. intelligence throughout the genera. a.ra.gement of intrica.e a.d deta.led 5G *** Bina.y Greyla. Goose Optimiza.ion(bGGO)to a.hieve a.significa.t reduction in the fea.ure set while ma.nta.ning or improving model performa.ce,lea.ing to more efficient a.d effective 5G network.ma.a.ement,a.d Greyla. Goose Optimiza.ion(GGO)increa.es the efficiency of the ma.hine ***,the model performs a.d yields more a.cura.e *** work.proposes a.new method to schedule the resources in the next genera.ion,5G,ba.ed on a.fea.ure selection using GGO a.d a.regression model tha. is a. ensemble of k.Nea.est Neighbors(k.N),Gra.ient Boosting,a.d Extra.Trees *** ensemble model shows better prediction performa.ce with the coefficient of determina.ion R squa.ed va.ue equa. *** proposed fra.ework.is supported by severa. sta.istica. a.a.yses,such a. theWilcoxon signed-ra.k.*** of the benefits of this study a.e the introduction of new efficient optimiza.ion a.gorithms,the selection of fea.ures a.d more relia.le ensemble models which improve the efficiency of 5G technology.

关键词： Optimiza.ion ensemble lea.ning 5G technology a.tificia. intelligence greyla. goose optimiza.ion a.OVa.test

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