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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

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 Networks 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 networks,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.ks,especia.ly priva.y-rela.ed a.ta.ks 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 known to be vulnera.le to Genera.ive a.versa.ia. Network(Ga.)a.ta.ks,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.ks,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. networks 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 Ka.ra. Nesrine Triki mohamed Ksa.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.king 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’skeletons 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 known 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

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 known 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 overlooked 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

Expla.na.le Conformer Network for Detection of COVID-19 Pneumonia.from Chest CT Sca.: From Concepts towa.d Clinica. Expla.na.ility

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Computers, Ma.eria.s & Continua 2024年第1期78卷 1171-1187页

作者： mohamed a.del-Ba.set Hossa. Ha.a.h mohamed a.ouha.wa.h S.S.a.ka. a.sha.ma. a.Ta.ta.y Fa.ulty of Computers a.d Informa.ics Zagazig UniversityZagazig44519Egypt Depa.tment of Computa.iona. Ma.hema.ics Scienceand Engineering(CMSE)Michigan State UniversityEast LansingMI48824USA Depa.tment of Ma.hema.ics Faculty of ScienceMansoura UniversityMansoura35516Egypt Depa.tment of Sta.istics a.d Opera.ions Resea.ch College of ScienceKing Saud UniversityP.O.Box 2455Riyadh11451Saudi Arabia

The ea.ly implementa.ion of trea.ment thera.ies necessita.es the swift a.d precise identifica.ion of COVID-19 pneumonia.by the a.a.ysis of chest CT *** study a.ms to investiga.e the indispensa.le need for precise a.d interpreta.le dia.nostic tools for improving clinica. decision-ma.ing for COVID-19 *** pa.er proposes a.novel deep lea.ning a.proa.h,ca.led Conformer Network,for expla.na.le discrimina.ion of vira. pneumonia.depending on the lung Region of Infections(ROI)within a.single moda.ity ra.iogra.hic CT ***,a. efficient U-sha.ed tra.sformer network is integra.ed for lung ima.e ***,a.robust tra.sfer lea.ning technique is introduced to design a.robust fea.ure extra.tor ba.ed on pre-tra.ned lightweight Big Tra.sfer(BiT-L)a.d finetuned on medica. da.a.to effectively lea.n the pa.terns of infection in the input ***,this work presents a.visua. expla.a.ion method to gua.a.tee clinica. expla.na.ility for decisions ma.e by Conformer *** eva.ua.ion of rea.-world CT da.a.demonstra.ed tha. the dia.nostic a.cura.y of ourmodel outperforms cutting-edge studies with sta.istica. *** Conformer Network a.hieves 97.40% of detection a.cura.y under cross-va.ida.ion *** model not only a.hieves high sensitivity a.d specificity but a.so a.fords visua.iza.ions of sa.ient fea.ures contributing to ea.h cla.sifica.ion decision,enha.cing the overa.l tra.spa.ency a.d trustworthiness of our *** findings provide obvious implica.ions for the a.ility of our model to empower clinica. sta.f by genera.ing tra.spa.ent intuitions a.out the fea.ures driving dia.nostic decisions.

关键词： Deep lea.ning COVID-19 multi-moda. medica. ima.e fusion dia.nostic ima.e fusion

Trea.ment-induced neuroendocrine prosta.e ca.cer a.d de novo neuroendocrine prosta.e ca.cer:Identifica.ion,prognosis a.d surviva.,genetic a.d epigenetic fa.tors

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World Journa. of Clinica. Ca.es 2024年第13期12卷 2143-2146页

作者： mohamed Wisha.i Depa.tment of Urology Theodor Bilharz Research InstituteCairo 12411Egypt

Neuroendocrine prosta.e ca.cer(NEPC)shows a. a.gressive beha.ior compa.ed to prosta.e ca.cer(PCa.,a.so known a. prosta.e *** foci in PCa.ca. ha.bor genetic a.terna.ion tha. ca. a.ise in a.heterogeneity of prosta.e *** ma. a.ise de novo or develop following a.drogen depriva.ion thera.y(a.T).NEPC tha. a.ise following a.T ha. the nomencla.ure“trea.mentemerging/induced NEPC(t-NEPC)”.t-NEPC would be a.ticipa.ed in ca.tra.ion resista.t prosta.e ca.cer(CRPC)a.d meta.ta.ic PCa.t-NEPC is cha.a.terized by low or a.sent a.drogen receptor(a.)expression,independence of a. signa.ing,a.d ga.n of neuroendocrine phenotype.t-NEPC is a. a.gressive meta.ta.ic tumor,develops from PCa.in response to drug induced a.T,a.d shows very short response to conventiona. thera.y.t-NEPC occurs in 10%-17%of pa.ients with *** novo NEPC is ra.e a.d is a.counting for less tha. 2%of a.l *** molecula. mecha.isms underlying the tra.s-differentia.ion from CRPC to t-NEPC a.e not fully *** kina.e 1 pla.s a.significa.t role in t-NEPC *** neuroendocrine ma.kers:Syna.tophysin,chromogra.in a.a.d insulinoma.a.socia.ed protein 1(INSM1)a.e expressed in t-NEPC,they a.e non-specific for dia.nosis,prognosis,a.d follow-up of thera.y.t-NEPC shows enriched genomic a.tera.ion in tumor protein P53(TP53)a.d retinobla.toma.1(RB1).There a.e evidences suggest tha. t-NEPC might develop through epigenetic *** a.e genomic,epigenetic,a.d tra.scriptiona. a.tera.ions tha. a.e reported to be involved in development of ***-outs of TP53 a.d RB1 were found to contribute in development of *** is resista.t to immunothera.y,a.d a. present there a.e running tria.s to a.proa.h immunothera.y for PCa.CRPC,a.d t-NEPC.

关键词： Prosta.e ca.cer Neuroendocrine ca.cinoma Trea.ment induced neuroendocrine prosta.e ca.cer a.drogen depriva.ion thera.y Genetic a.d epigenetic fa.tors Ca.tra.ion resista.t prosta.e ca.cer De novo neuroendocrine prosta.e ca.cer