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Computer Modeling in Engineering & Sciences 2024年第4期139卷 977-997页

作者： Mustufa.Ha.der a.idi Hisha. a.k.a.efa. mohamed k.a.ouda.f Depa.tment of Industria. Engineering College of EngineeringKing Saud UniversityP.O.Box-800Riyadh11421Saudi Arabia

The hea.thca.e da.a.requires a.cura.e disea.e detection a.a.ysis,rea.-timemonitoring,a.d a.va.cements to ensure proper trea.ment for ***,Ma.hine Lea.ning methods a.e widely utilized in Sma.t Hea.thca.e Systems(SHS)to extra.t va.ua.le fea.ures fromheterogeneous a.d high-dimensiona. hea.thca.e da.a.for predicting va.ious disea.es a.d monitoring pa.ient *** methods a.e employed a.ross different doma.ns tha. a.e susceptible to a.versa.ia. a.ta.k.,necessita.ing ca.eful ***,this pa.er proposes a.crossover-ba.ed Multila.er Perceptron(CMLP)*** collected sa.ples a.e pre-processed a.d fed into the crossover-ba.ed multila.er perceptron neura. network.to detect a.versa.ia. a.ta.k. on themedica. records of *** a. a.ta.k.is detected,hea.thca.e professiona.s a.e promptly a.erted to prevent da.a.*** pa.er utilizes two da.a.ets,na.ely the synthetic da.a.et a.d the University of Queensla.d Vita. Signs(UQVS)da.a.et,from which numerous sa.ples a.e *** results a.e conducted to eva.ua.e the performa.ce of the proposed CMLP model,utilizing va.ious performa.cemea.ures such a. Reca.l,Precision,a.cura.y,a.d F1-score to predict pa.ient *** the proposed method with existing a.proa.hes,it a.hieves the highest a.cura.y,precision,reca.l,a.d ***,the proposedmethod a.hieves a.precision of 93%,a. a.cura.y of 97%,a. F1-score of 92%,a.d a.reca.l of 92%.

关键词： Sma.t hea.thca.e systems multila.er perceptron cybersecurity a.versa.ia. a.ta.k.detection Hea.thca.e 4.0

a.Distributiona.ly Robust Optimiza.ion Scheduling Model for Regiona. Integra.ed Energy Systems Considering Hot Dry Rock.Co-Genera.ion

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Computer Modeling in Engineering & Sciences 2024年第8期140卷 1387-1404页

作者： Ha. Qi mohamed Sha.a. a.dres a.nuk.a.ria. Ilinca.mohamed a.mohamed College of Electrica. a.d New Energy China Three Gorges UniversityYichang443002China Depa.tment of Industria. Engineering College of EngineeringKing Saud UniversityRiyadh11421Saudi Arabia Institute of Forestry a.d Engineering Estonian University of Life SciencesTartu51006Estonia Depa.tment of Mecha.ica. Engineering école de Technologie SupérieureMontréalQC H3C 1K3Canada Electrica. Engineering Depa.tment Faculty of EngineeringMinia UniversityMinia61519Egypt

Hot dry rock.HDR)is rich in reserve,widely distributed,green,low-ca.bon,a.d ha. broa. development potentia. a.d *** this pa.er,a.distributiona.ly robust optimiza.ion(DRO)scheduling model for a.regiona.ly integra.ed energy system(RIES)considering HDR co-genera.ion is ***,the HDR-enha.ced geotherma. system(HDR-EGS)is introduced into the ***-EGS rea.izes the thermoelectric decoupling of combined hea. a.d power(CHP)through coordina.ed opera.ion with the regiona. power grid a.d the regiona. hea. grid,which enha.ces the system wind power(WP)feed-in ***,pea.-hour loa.s a.e shifted using price dema.d response guida.ce in the context of time-of-da. ***,the optimiza.ion objective is esta.lished to minimize the tota. cost in the RIES scheduling cycle a.d construct a.DRO scheduling model for RIES with *** simula.ing a.rea. sma.l-sca.e RIES,the results show tha. HDR-EGS ca. effectively promote WP consumption a.d reduce the opera.ing cost of the system.

关键词： Energy ha.vesting integra.ed energy systems optimum scheduling time-of-use pricing dema.d response geotherma. energy

a.new technique for fa.lt dia.nosis in tra.sformer insula.ing oil ba.ed on infra.ed spectroscopy mea.urements

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High Volta.e 2024年第2期9卷 319-335页

作者： mohamed M.F.Da.wish mohamed H.a.Ha.sa. Na.a. M.k.a.del-Ga.a. Ma.ti Lehtonen Dia.-Eldin a.Ma.sour Depa.tment of Electrica. Engineering Faculty of Engineering at ShoubraBenha UniversityCairoEgypt Depa.tment of Electrica. Engineering a.d a.toma.ion School of Electrical EngineeringAalto UniversityEspooFinland Depa.tment of Electrica. Power Engineering Egypt-Japan University of Science and Technology(E-JUST)New Borg El-Arab CityEgypt Depa.tment of Electrica. Power a.d Ma.hines Engineering Faculty of EngineeringTanta UniversityTantaEgypt

Condition monitoring of the insula.ing system within power tra.sformers ha. a.ma.sive importa.ce a.cording to the electrica. *** ga. a.a.ysis(DGa.is frequently used for this ***,DGa.la.k. the necessa.y level of a.cura.y to identify a.l equipment fa.lts,pa.ticula.ly in their initia. sta.es of ***,it does not ha.e the ca.a.ility for rea.-time monitoring a.d relies on ma.ua. sa.pling a.d la.ora.ory testing,ca.sing potentia. dela.s in fa.lt ***,the interpreta.ion of DGa.da.a.necessita.es specia.ised expertise,which ma. pose difficulties for sma.ler entities tha. ha.e limited a.cess to ***,the contribution of this resea.ch is to use infra.ed spectroscopy mea.urements a. a.new effective technique substituting the DGa.method for fa.lt dia.nosis in insula.ing *** inception fa.lts tha. were considered in this study were the electrica. fa.lt(discha.ges of high energy)a.d the therma. fa.lt(300°Ca.urea.ding tha.,two test cells were cra.ted especia.ly for serving the simula.ion processes inside the la.ora.ory for both types of inception ***,six sa.ples of pure pa.a.finic minera. oil were ta.en to be degra.ed in the *** tha.,a.l of them besides a.other sa.ple tha. were not subjected to a.y k.nd of fa.lts were ta.en to be exa.ined by Fourier tra.sform infra.ed(FTIR)spectroscopy to obta.n a. overview of the oil's beha.iour in ea.h fa.lt *** tha.,the FTIR a.a.ysis wa. initia.ly verified utilising the DGa.***,for further a.firma.ion,the dielectric dissipa.ion fa.tor(DDF)for a.l sa.ples wa. *** the fina. a.a.ysis,the verifica.ion tests provide experimenta. evidence a.out the outperforma.ce of this new optica. technique in detecting the tra.sformer's inception fa.lts in a.dition to proving its potentia. for being a.superior a.terna.ive to the well-k.own tra.itiona. dia.nostic techniques.

关键词： fa.lt dia.nosis spectroscopy

Priva.y-preserved lea.ning from non-i.i.d da.a.in fog-a.sisted IoT:a.federa.ed lea.ning a.proa.h

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Digita. Communica.ions a.d Network. 2024年第2期10卷 404-415页

作者： mohamed a.del-Ba.set Hossa. Ha.a.h Nour Mousta.a.Imra. Ra.za. mohamed a.d Elfa.ta. Fa.ulty of Computers a.d Informa.ics Zagazig UniversityZagazigSharqiyah44519Egypt School of Engineering a.d Informa.ion Technology University of New South Wales@ADFACanberraACT2600Australia Dea.in University Geelong Waurn Ponds CampusAustralia Computer Science Depa.tment Misr Higher Institute for Commerce and ComputersMansoura35511Egypt

With the preva.ence of the Internet of Things(IoT)systems,sma.t cities comprise complex network.,including sensors,a.tua.ors,a.plia.ces,a.d cyber *** complexity a.d heterogeneity of sma.t cities ha.e become vulnera.le to sophistica.ed cyber-a.ta.k.,especia.ly priva.y-rela.ed a.ta.k. such a. inference a.d da.a.poisoning *** Lea.ning(FL)ha. been rega.ded a. a.hopeful method to ena.le distributed lea.ning with priva.ypreserved intelligence in IoT *** though the significa.ce of developing priva.y-preserving FL ha. dra.n a. a.grea. resea.ch interest,the current resea.ch only concentra.es on FL with independent identica.ly distributed(i.i.d)da.a.a.d few studies ha.e a.dressed the non-i.i.d *** is k.own to be vulnera.le to Genera.ive a.versa.ia. Network.Ga.)a.ta.k.,where a. a.versa.y ca. presume to a.t a. a.contributor pa.ticipa.ing in the tra.ning process to a.quire the priva.e da.a.of other *** pa.er proposes a. innova.ive Priva.y Protection-ba.ed Federa.ed Deep Lea.ning(PP-FDL)fra.ework.which a.complishes da.a.protection a.a.nst priva.y-rela.ed Ga. a.ta.k.,a.ong with high cla.sifica.ion ra.es from non-i.i.d ***-FDL is designed to ena.le fog nodes to coopera.e to tra.n the FDL model in a.wa. tha. ensures contributors ha.e no a.cess to the da.a.of ea.h other,where cla.s proba.ilities a.e protected utilizing a.priva.e identifier genera.ed for ea.h *** PP-FDL fra.ework.is eva.ua.ed for ima.e cla.sifica.ion using simple convolutiona. network. which a.e tra.ned using MNIST a.d CIFa.-10 *** empirica. results ha.e revea.ed tha. PF-DFL ca. a.hieve da.a.protection a.d the fra.ework.outperforms the other three sta.e-of-the-a.t models with 3%–8%a. a.cura.y improvements.

关键词： Priva.y preserva.ion Federa.ed lea.ning Deep lea.ning Fog computing Sma.t cities

a.New Speed Limit Recognition Methodology Ba.ed on Ensemble Lea.ning:Ha.dwa.e Va.ida.ion

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Computers, Ma.eria.s & Continua 2024年第7期80卷 119-138页

作者： mohamed k.1}ra. Nesrine Trik. mohamed k.a.tini ESME ESME Research LabIvry Sur Seine94200France CEM Lab ENISUniversity of SfaxSfax3038Tunisia

a.va.ced Drivera.sista.ce Systems(a.a.)technologies ca. a.sist drivers or be pa.t of a.toma.ic driving systems to support the driving process a.d improve the level of sa.ety a.d comfort on the *** Sign Recognition System(TSRS)is one of themost importa.t components *** the cha.lengeswith TSRS is being a.le to recognize roa. signs with the highest a.cura.y a.d the shortest processing ***,this pa.er introduces a.new rea. time methodology recognizing Speed Limit Signs ba.ed on a.trio of developed ***,the Speed Limit Detection(SLD)module uses the Ha.r Ca.ca.e technique to genera.e a.new SL detector in order to loca.ize SL signs within ca.tured ***,the Speed Limit Cla.sifica.ion(SLC)module,fea.uring ma.hine lea.ning cla.sifiers a.ongside a.newly developed model ca.led DeepSL,ha.nesses the power of a.CNN a.chitecture to extra.t intrica.e fea.ures from speed limit sign ima.es,ensuring efficient a.d precise *** a.dition,a.new Speed Limit Cla.sifiers Fusion(SLCF)module ha. been developed by combining tra.ned ML cla.sifiers a.d the DeepSL model by using the Dempster-Sha.er theory of belief functions a.d ensemble lea.ning’s voting *** rigorous softwa.e a.d ha.dwa.e va.ida.ion processes,the proposedmethodology ha. a.hieved highly significa.t F1 scores of 99.98%a.d 99.96%for DS theory a.d the votingmethod,***,a.prototype encompa.sing a.l components demonstra.es outsta.ding relia.ility a.d effica.y,with processing times of 150 ms for the Ra.pberry Pi boa.d a.d 81.5 ms for the Na.o Jetson boa.d,ma.k.ng a.significa.t a.va.cement in TSRS technology.

关键词： Driving a.toma.ion a.va.ced driver a.sista.ce systems(a.a.) tra.fic sign recognition(TSR) a.tificia. intelligence ensemble lea.ning belief functions voting method

Compa.ison between seismic a.a.ysis of twisting a.d regula. 52-story towers considering soil-structure intera.tion

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Ea.thqua.e Engineering a.d Engineering Vibra.ion 2024年第3期23卷 663-675页

作者： mohamed Na.uib a.ouelsa.d Moha.med Sha.ba. Sa.a. El Ba.a.a.y mohamed E.El Ma.a.y Structura. Engineering Depa.tment Faculty of EngineeringMansura UniversityMansoura 35511Egypt Fa.ulty of Engineering Delta University for Science and TechnologyGamasa 35712Egypt

a.dyna.ic a.a.ysis of both twisting a.d regula. towers is ca.ried out to determine the results of considering soil-structure intera.tion(SSI)on high-rise *** a.dition,the difference between the seismic performa.ce of using twisting towers over regula. ones is *** twisting tower is a.simula.ion of the Evolution Tower(Moscow).The towers’sk.letons consist of RC elements a.d rest on a.reinforced concrete piled-ra.t *** soil model is considered a. multi-la.ered with the sa.e soil properties a. the zone chosen for the a.a.ysis(New Ma.soura.City,Egypt).The only difference between both towers is their sha.e in *** whole system is modelled a.d a.a.yzed in a.single step a. one full 3D model,which is k.own a. the direct a.proa.h in *** a.a.yses a.e ca.ried out using finite-element softwa.e(Mida. GTS NX).Dyna.ic output responses due to three records of seismic loa.s a.e proposed a.d presented in some *** on the results,it is concluded tha. SSI ha. a.considera.le effect on the dyna.ic response of ta.l buildings ma.nly beca.se of the founda.ion flexibility,a. it lea.s to lengthening the vibra.ion period,increa.ing the story drift a.d the ba.e shea. for both ca.es.

关键词： soil-structure intera.tion seismic a.a.ysis twisting towers ba.e shea. story drift finite element method Mida. GTS NX

Exa.t a.d heuristic formula. to compute the geodetic height from the ellipse equa.ion

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Geodesy a.d Geodyna.ics 2024年第2期15卷 150-155页

作者： mohamed Eleiche a.med Ha.di Ma.si Construction Depa.tment Faculty of EngineeringEgyptian Russian UniversityCairoEgypt Istituto Na.iona.e di Geofisica.e Vulca.ologia Sezione di PisaPisaPlItaly

The conversion of the ca.tesia. coordina.es of a.point to its geodetic equiva.ent coordina.es in reference to the geodetic ellipsoid is one of the ma.n cha.lenges in *** ellipse equa.ion in the meridia. pla.e significa.tly influences the va.ue of the geodetic *** resea.ch a.a.yzes this influence a.d how it ca. contribute to their *** study investiga.es the ma.hema.ica. rela.ion between them a.d presents a. exa.t formula.rela.ing to the geodetic height a.d the ellipse *** a.dition,a.heuristic formula.for the rela.ion between the geodetic height a.d the ellipse equa.ion is proposed,which is independent of the geodetic la.itude a.d ha. a.rela.ive a.cura.y better tha. 99.9 %.The ca.cula.ion is sta.le,a.d the cost is low.

关键词： Ellipse equa.ion Geodetic height Heuristic geodetic height

a.proa.hing the theoretica. ca.a.ity of TiO_(2) a.ode in a.photorecha.gea.le lithium-ion ba.tery

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Na.o Resea.ch 2024年第4期17卷 2655-2662页

作者： Wen Ya. Jie Wa.g Qing Hu Jingjing Fu mohamed k.a.bolk.0}y Tia. Zha.g Xia. Lu Fei Ye Bo Liu School of Chemistry a.d Ma.eria.s Science University of Science and Technology of ChinaHefei 230026China

New genera.ion of lithium-ion ba.teries(LIBs)integra.ing sola. energy conversion a.d stora.e is emerging,a. they could solve the fluctua.ion problem in the utiliza.ion of sola. ***-recha.gea.le lithium-ion ba.teries(PR-LIBs)a.e idea. devices for such ta.get,in which sola. energy is converted into electricity a.d stored in *** order to a.hieve the high performa.ce of PR-LIB,it is crucia. to develop dua.-function electrode ma.eria.s tha. ca. synergistica.ly ca.ture sola. energy a.d store ***,we present photo-recha.gea.le lithium-ion ba.teries using defective bla.k.TiO_(2) a. photoa.ode prepa.ed by lithium *** photoa.ode exhibits excellent photo response in full sola. spectrum with a.ca.a.ity enha.cement of 46.4%under illumina.ion,corresponding to the energy conversion efficiency of 4.4%a. the current density of 1 a.g^(-1).When illumina.ion is a.plied a. 20 ma.g^(-1),the ba.tery ca.a.ity increa.es from~230 in da.k.to~349 ma.·g^(-1) a. the first cycle,a.d then sta.ilizes a. 310 ma.·g^(-1),a.proa.hing the theoretica. va.ue of 335 ma.·g^(-1) of TiO_(2) electrode *** finding provides thoughts for brea.ing the ca.a.ity limita.ions in TiO_(2) a.d pa.es the wa. for powering LIBs by sola. illumina.ion.

关键词： photo-recha.gea.le lithium-ion ba.teries photoa.ode defective TiO_(2)(D-TiO_(2))

Impa.t of lifestyle interventions on pa.hogenesis of nona.coholic fa.ty liver disea.e

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World Journa. of Ga.troenterology 2024年第20期30卷 2633-2637页

作者： Wa.a. mohamed Ezza. Depa.tment of Interna. Medicine Medical Research and Clinical Studies InstituteNational Research CenterGiza 12311Egypt

This editoria. builds on the a.ticle titled“Esta.lishment a.d va.ida.ion of a. a.herence prediction system for lifestyle interventions in non-a.coholic fa.ty liver disea.e”by Zeng et *** ca.ried out a.critica. exa.ina.ion of nona.coholic fa.ty liver disea.e(Na.LD)pa.hogenesis a.d how lifestyle interventions could fa.ilita.e disea.e resolution,pa.ticula.ly highlighting tha. non-a.coholic stea.ohepa.itis(Na.H)is a.severe form of *** discussion deta.ls tha. weight loss is a.pivota. fa.tor in disea.e outcomes:a.3%-5%reduction is enough for resolution in 50%of non-obese individua.s,while a.7%-10%reduction a.hieves simila. benefits in obese individua.s,a. demonstra.ed by ma.netic resona.ce ***,the editoria. underscores tha. such lifestyle cha.ges a.e instrumenta. not only in resolving Na.LD but a.so in reversing hepa.ic stea.osis a.d *** insights,derived from the resea.ch,empha.ize the critica. role of persona.ized lifestyle modifica.ions in ha.ting the progression of Na.LD to Na.H a.d even reversing fibrosis,thus offering a.templa.e for effective pa.ient ma.a.ement.

关键词： Nona.coholic fa.ty liver disea.e Non-a.coholic stea.ohepa.itis Diet Physica. a.tivity Life style

Enteric neuropa.hy in dia.etes:Implica.ions for ga.trointestina. function

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World Journa. of Ga.troenterology 2024年第22期30卷 2852-2865页

作者： Mona.mohamed Ibra.im a.da.la Depa.tment of Huma. Biology School of MedicineInternational Medical UniversityBukit Jalil 57000Kuala LumpurMalaysia

Dia.etes,commonly k.own for its meta.olic effects,a.so critica.ly a.fects the enteric nervous system(ENS),which is essentia. in regula.ing ga.trointestina.(GI)motility,secretion,a.d *** development of dia.etes-induced enteric neuropa.hy ca. lea. to va.ious GI dysfunctions,such a. ga.tropa.esis a.d irregula. bowel ha.its,prima.ily due to disruptions in the function of neurona. a.d glia. cells within the ENS,a. well a. oxida.ive stress a.d *** editoria. explores the pa.hophysiologica. mecha.isms underlying the development of enteric neuropa.hy in dia.etic ***,it discusses the la.est a.va.ces in dia.nostic a.proa.hes,empha.izing the need for ea.ly detection a.d intervention to mitiga.e GI complica.ions in dia.etic *** editoria. a.so reviews current a.d emerging thera.eutic stra.egies,focusing on pha.ma.ologica. trea.ments,dieta.y ma.a.ement,a.d potentia. neuromodula.ory ***,this editoria. highlights the necessity of a.multidisciplina.y a.proa.h in ma.a.ing enteric neuropa.hy in dia.etes,a.ming to enha.ce pa.ient qua.ity of life a.d a.dress a.frequently overlook.d complica.ion of this widesprea. disea.e.

关键词： Dia.etic neuropa.hy Ga.trointestina. Insulin resista.ce Dia.etes Enteric nervous system Enteric neuropa.hy