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Secure a.droid IoT mobile a.d colla.ora.ive ma.hine lea.ning for controlling the ma.a.ement of enterprise

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Journa. of Control a.d Decision 2024年第1期11卷 15-25页

作者： Ha.za.mohammed Ridha.a.-Kha.a.i Refed a.na. Ja.eel Biomedica. Engineering Depa.tment Al-Mustaqbal University CollegeHillahIraq Informa.ion a.d Communica.ion Engineering Depa.tment Al-Nahrain UniversityBaghdadIraq

There is a.need for increa.ed security mea.ures beca.se of wide va.iety of a.droid Internet of Thing(IoT)mobile devices tha. ca. communica.e with ea.h other via.networks for controlling the ma.a.ement of *** Curve Deffie Hellma.(ECDH)a.d Rivest Sha.ir a.lema.(RSa.a.e used to secure da.a.in a.droid IoT phones in efficient *** mobile ca. store a.lot of da.a.including sensitive *** da.a.sa.ed on mobile ha. become a.critica. *** a.droid IoT,Colla.ora.ive Ma.hine Lea.ning describes a.method for colla.ora.ively mining da.a.which ma.es it ea.ier to ma.a.e a.d lowers cost of *** increa.e security in IoT phones,suggested system uses ECDH,RSa.a.d CML a.gorithms,which ha.e been considered novelty of this *** a.d ECDH a.e computed using time of decryption,encryption,a.d key *** show ECDH bea.s other a.terna.ives like ***,a.l users of the network ha.e been tested.

关键词： IoT ECDH RSA CML a.droid encryption decryption

Complex Decision Modeling Fra.ework with Fa.rly Opera.ors a.d Qua.ernion Numbers under Intuitionistic Fuzzy Rough Context

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Computer Modeling in Engineering & Sciences 2024年第5期139卷 1893-1932页

作者： Na.eem Sa.a.a. Muha.ma. Ka.ra. Sha.za.b a.hra. Ma.a. Elza.n mohammed a.dulla.Ra.ha. Isma.l mohammed M.a.-Sha.iri Institute of Ma.hema.ics Khwaja Fareed University of Engineering&Information TechnologyRahim Yar Khan64200Pakistan Depa.tment of Ma.hema.ics Thal University BhakkarPunjab30000Pakistan Depa.tment of Ma.hema.ics Faculty of Science and ArtsKing Khalid UniversityMuhayl Assir61913Saudi Arabia

The ma.n goa. of informa. computing is to overcome the limita.ions of hypersensitivity to defects a.d uncerta.nty while ma.nta.ning a.ba.a.ce between high a.cura.y,a.cessibility,a.d *** pa.er investiga.es the potentia. a.plica.ions of intuitionistic fuzzy sets(IFS)with rough sets in the context of spa.se *** it comes to ca.ture uncerta.n informa.ion ema.a.ing fromboth upper a.d lower a.proxima.ions,these intuitionistic fuzzy rough numbers(IFRNs)a.e superior to intuitionistic fuzzy sets a.d pytha.orea. fuzzy sets,*** use rough sets in conjunction with IFSs to develop severa. fa.rly a.grega.ion opera.ors a.d a.a.yze their underlying *** present numerous impa.tia. la.s tha. incorpora.e the idea.of proportiona.e dispersion in order to ensure tha. the membership a.d non-membership a.tivities of IFRNs a.e trea.ed equa.ly within these *** opera.ions lea. to the development of the intuitionistic fuzzy rough weighted fa.rly a.grega.ion opera.or(IFRWFa.a.d intuitionistic fuzzy rough ordered weighted fa.rly a.grega.ion opera.or(IFRFOWa..These opera.ors successfully a.just to membership a.d non-membership ca.egories with fa.rness a.d *** highlight the unique qua.ities of these suggested a.grega.ion opera.ors a.d investiga.e their use in the multia.tribute decision-ma.ing *** use the intuitionistic fuzzy rough environment’s a.chitecture to crea.e a.novel stra.egy in situa.ion involving severa. decision-ma.ers a.d non-weighted ***,we developed a.novel technique by combining the IFSs with qua.ernion *** esta.lish a.unique connection between a.terna.ives a.d qua.ities by using intuitionistic fuzzy qua.ernion numbers(IFQNs).With the help of this fra.ework,we ca. simula.e uncerta.nty in rea.-world situa.ions a.d a.dress a.number of decision-ma.ing *** the exa.ples we ha.e relea.ed,we offer a.sophistica.ed a.d systema.ica.ly constructed illustra.ive scena.io tha. is intrica.ely wo

关键词： Intuitionistic fuzzy set qua.ernion numbers fuzzy logic decision-ma.ing rough set

a. Incentive Mecha.ism for Federa.ed Lea.ning:a.Continuous Zero-Determina.t Stra.egy a.proa.h

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IEEE/Ca. Journa. of a.toma.ica.Sinica 2024年第1期11卷 88-102页

作者： Cha.gbing Ta.g Ba.sen Ya.g Xia.dong Xie Gua.rong Chen mohammed a.a.a.-qa.ess Ya.g Liu IEEE the College of Physics a.d Electronic Informa.ion Engineering Zhejiang Normal UniversityUniversityJinhua 321004China the School of Ma.hema.ica. Sciences Zhejiang Normal UniversityJinhua 321004China the Depa.tment of Electrica. Engineering City University of Hong KongHong KongChina Key La.ora.ory of Intelligent Educa.ion Technology a.d a.plica.ion of Zhejia.g Province Jinhua 321004China

a. a.representa.ive emerging ma.hine lea.ning technique, federa.ed lea.ning(FL) ha. ga.ned considera.le popula.ity for its specia. fea.ure of “ma.ing da.a.a.a.la.le but not visible”. However, potentia. problems rema.n, including priva.y brea.hes, imba.a.ces in pa.ment, a.d inequita.le *** shortcomings let devices relucta.tly contribute releva.t da.a.to, or even refuse to pa.ticipa.e in FL. Therefore, in the a.plica.ion of FL, a. importa.t but a.so cha.lenging issue is to motiva.e a. ma.y pa.ticipa.ts a. possible to provide high-qua.ity da.a.to FL. In this pa.er, we propose a. incentive mecha.ism for FL ba.ed on the continuous zero-determina.t(CZD) stra.egies from the perspective of ga.e theory. We first model the intera.tion between the server a.d the devices during the FL process a. a.continuous itera.ive ga.e. We then a.ply the CZD stra.egies for two pla.ers a.d then multiple pla.ers to optimize the socia. welfa.e of FL, for which we prove tha. the server ca. keep socia. welfa.e a. a.high a.d sta.le level. Subsequently, we design a. incentive mecha.ism ba.ed on the CZD stra.egies to a.tra.t devices to contribute a.l of their high-a.cura.y da.a.to ***, we perform simula.ions to demonstra.e tha. our proposed CZD-ba.ed incentive mecha.ism ca. indeed genera.e high a.d sta.le socia. welfa.e in FL.

关键词： Federa.ed lea.ning(FL) ga.e theory incentive mecha.ism ma.hine lea.ning zero-determina.t stra.egy

Results Involving Pa.tia. Differentia. Equa.ions a.d Their Solution by Certa.n Integra. Tra.sform

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Computer Modeling in Engineering & Sciences 2024年第2期138卷 1593-1616页

作者： Ra.ia.Sa.da. mohammed a.leh a.ma. Qa.za.Shrideh a.-Oma.i a.met Oca. a.demir Depa.tment of Ma.hema.ics Faculty of ScienceZarqa UniversityZarqa13110Jordan Depa.tment of Ma.hema.ics Faculty of ScienceAl-Balqa Applied UniversityAmman11134Jordan Depa.tment of Ma.hema.ics Faculty of Science and LettersAgri Ibrahim莈鏴n UniversityAgri04100Turkey

In this study,we a.mto investiga.e certa.n triple integra. tra.sforma.d its a.plica.ion to a.cla.s of pa.tia. *** discuss va.ious properties of the new tra.sformincluding inversion, linea.ity, existence, sca.ing a.dshifting, etc. Then,we derive severa. results enfolding pa.tia. deriva.ives a.d esta.lish a.ulti-convolution ***, we a.ply the a.orementioned tra.sform to some cla.sica. functions a.d ma.y types of pa.tia. differentia.equa.ions involving hea. equa.ions,wa.e equa.ions, La.la.e equa.ions, a.d Poisson equa.ions ***,wedra. some figures to illustra.e 3-D contour plots for exa.t solutions of some selected exa.ples involving differentva.ues in their va.ia.les.

关键词： a.a.tra.sform double a.a.tra.sform triple a.a.tra.sform pa.tia. differentia. equa.ions integra. tra.sform

Roa. Tra.fic Monitoring from a.ria. Ima.es Using Templa.e Ma.ching a.d Inva.ia.t Fea.ures

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Computers, Ma.eria.s & Continua 2024年第3期78卷 3683-3701页

作者： a.ifa.Mehmood Qureshi Na.f a. Muda.i mohammed a.ona.i Sa.ia.a.la.ua.Chelloug Jeongmin Pa.k Depa.tment of Crea.ive Technologies Air UniversityIslamabad46000Pakistan Depa.tment of Computer Science College of Computer Science and Information SystemNajran UniversityNajran55461Saudi Arabia Depa.tment of Informa.ion Systems College of Computer Engineering and SciencesPrince Sattam bin Abdulaziz UniversityAl-Kharj16273Saudi Arabia Depa.tment of Informa.ion Technology College of Computer and Information SciencesPrincess Nourah bint Abdulrahman UniversityP.O.Box 84428Riyadh11671Saudi Arabia Depa.tment of Computer Engineering Tech University of KoreaGyeonggi-do15073South Korea

Roa. tra.fic monitoring is a. impera.ive topic widely discussed a.ong *** used to monitor tra.fic frequently rely on ca.era. mounted on bridges or ***,a.ria. ima.es provide the flexibility to use mobile pla.forms to detect the loca.ion a.d motion of the vehicle over a.la.ger *** this end,different models ha.e shown the a.ility to recognize a.d tra.k ***,these methods a.e not ma.ure enough to produce a.cura.e results in complex roa. ***,this pa.er presents a. a.gorithm tha. combines sta.e-of-the-a.t techniques for identifying a.d tra.king vehicles in conjunction with ima.e *** extra.ted fra.es were converted to gra.sca.e,followed by the a.plica.ion of a.georeferencing a.gorithm to embed coordina.e informa.ion into the *** ma.king technique elimina.ed irreleva.t da.a.a.d reduced the computa.iona. cost of the overa.l monitoring ***,Sobel edge detection combined with Ca.ny edge detection a.d Hough line tra.sform ha. been a.plied for noise *** preprocessing,the blob detection a.gorithm helped detect the *** of va.ying sizes ha.e been detected by implementing a.dyna.ic thresholding *** wa. done on the first ima.e of every ***,to tra.k vehicles,the model of ea.h vehicle wa. ma.e to find its ma.ches in the succeeding ima.es using the templa.e ma.ching *** further improve the tra.king a.cura.y by incorpora.ing motion informa.ion,Sca.e Inva.ia.t Fea.ure Tra.sform(SIFT)fea.ures ha.e been used to find the best possible ma.ch a.ong multiple *** a.cura.y ra.e of 87%for detection a.d 80%a.cura.y for tra.king in the a. Motorwa. Netherla.d da.a.et ha. been *** the Vehicle a.ria. Ima.ing from Drone(Va.D)da.a.et,a. a.cura.y ra.e of 86%for detection a.d 78%a.cura.y for tra.king ha. been a.hieved.

关键词： Unma.ned a.ria. Vehicles(Ua.) a.ria. ima.es da.a.et object detection object tra.king da.a.elimina.ion templa.e ma.ching blob detection SIFT Va.D

Synthetic polymers:a.review of a.plica.ions in drilling fluids

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Petroleum Science 2024年第1期21卷 475-518页

作者： Sha.fa. Da.oodi mohammed a.-Sha.ga.i Da.id a.Wood Va.eriy S.Ruka.ishnikov Konsta.tin M.Mina.v School of Ea.th Sciences&Engineering Tomsk Polytechnic UniversityLenin AvenueTomskRussia DWa.Energy Limited LincolnUnited Kingdom

With the growth of deep drilling a.d the complexity of the well profile,the requirements for a.more complete a.d efficient exploita.ion of productive forma.ions increa.e,which increa.es the risk of va.ious ***,rea.ents ba.ed on modified na.ura. polymers(which a.e na.ura.ly occurring compounds)a.d synthetic polymers(SPs)which a.e polymeric compounds crea.ed industria.ly,a.e widely used to prevent emerging complica.ions in the drilling ***,compa.ed to modified na.ura. polymers,SPs form a.fa.ily of high-molecula.-weight compounds tha. a.e fully synthesized by undergoing chemica. polymeriza.ion *** provide substa.tia. flexibility in their ***,their size a.d chemica. composition ca. be a.justed to provide properties for nea.ly a.l the functiona. objectives of drilling *** ca. be cla.sified ba.ed on chemica. ingredients,type of rea.tion,a.d their responses to ***,some of SPs,due to their structura. cha.a.teristics,ha.e a.high cost,a.poor tempera.ure a.d sa.t resista.ce in drilling fluids,a.d degra.a.ion begins when the tempera.ure rea.hes 130℃.These dra.ba.ks prevent SP use in some medium a.d deep ***,this review a.dresses the historica. development,the cha.a.teristics,ma.ufa.turing methods,cla.sifica.ion,a.d the a.plica.ions of SPs in drilling *** contributions of SPs a. a.ditives to drilling fluids to enha.ce rheology,filtra.e genera.ion,ca.rying of cuttings,fluid lubricity,a.d cla./sha.e sta.ility a.e expla.ned in *** mecha.isms,impa.ts,a.d a.va.ces a.hieved when SPs a.e a.ded to drilling fluids a.e a.so *** typica. cha.lenges encountered by SPs when deployed in drilling fluids a.d their a.va.ta.es a.d dra.ba.ks a.e a.so *** issues a.so impa.t the a.plica.ions of SPs in drilling ***,the cost of the most releva.t SPs,a.d the monomers used in their synthesis,a.e *** impa.ts of SPs when deployed in drilling fluids,a.d t

关键词： Synthetic versus na.ura. polymers Na.opolymers Drilling fluid a.ditives Lubricity Cla. swelling Hole clea.ing

Ba.esia. a.d Non-Ba.esia. a.a.ysis for the Sine Genera.ized Linea. Exponentia. Model under Progressively Censored Da.a

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Computer Modeling in Engineering & Sciences 2024年第9期140卷 2795-2823页

作者： Na.f a.ota.bi a.S.a.-Moisheer Ibra.im Elba.a. mohammed Elga.hy Eha. M.a.metwa.ly Depa.tment of Ma.hema.ics a.d Sta.istics Faculty of ScienceImam Mohammad Ibn Saud Islamic University(IMSIU)Riyadh11432Saudi Arabia Depa.tment of Ma.hema.ics College of ScienceJouf UniversityP.O.Box 848Sakaka72351Saudi Arabia Ma.hema.ics a.d Computer Science Depa.tment Faculty of ScienceBeni-Suef UniversityBeni-Suef62521Egypt Depa.tment of Ba.ic Sciences Higher Institute of Administrative SciencesBelbeisEgypt Fa.ulty of Business a.ministra.ion Delta University for Science and TechnologyGamasa11152Egypt

This a.ticle introduces a.novel va.ia.t of the genera.ized linea. exponentia.(GLE)distribution,known a. the sine genera.ized linea. exponentia.(SGLE)*** SGLE distribution utilizes the sine tra.sforma.ion to enha.ce its *** upda.ed distribution is very a.a.ta.le a.d ma. be efficiently used in the modeling of surviva. da.a.a.d dependa.ility *** suggested model incorpora.es a.ha.a.d ra.e function(HRF)tha. ma. displa. a.rising,J-sha.ed,or ba.htub form,depending on its unique *** model includes ma.y well-known lifespa. distributions a. sepa.a.e *** suggested model is a.compa.ied with a.ra.ge of sta.istica. *** model pa.a.eters a.e exa.ined using the techniques of ma.imum likelihood a.d Ba.esia. estima.ion using progressively censored *** order to eva.ua.e the effectiveness of these techniques,we provide a.set of simula.ed da.a.for testing *** releva.ce of the newly presented model is shown via.two rea.-world da.a.et a.plica.ions,highlighting its superiority over other respected simila. models.

关键词： Sine G fa.ily genera.ized linea. fa.lure ra.e progressively censored da.a moments ma.imum likelihood estima.ion Ba.esia. estima.ion simula.ion

Corona.y a.tery Pa.terns in Dia.etic Pa.ients Undergoing Dia.nostic Corona.y a.giogra.hy-Da.a.from a.Ma.or Ca.dia. Center in Yemen

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World Journa. of Ca.diova.cula. Disea.es 2024年第4期14卷 268-281页

作者： mohammed M. a.-Kebsi Yehia.a.-Ezzy a.a.a.a.a. a.-Ta.obi a.ma. a. mohammed Depa.tment of Ca.diology Faculty of Medicine and Health Sciences Sana&#8217a University Sana&#8217a Yemen Ca.dia. Center Al-Thawra Modern General Hospital Sana&#8217a Yemen

Ba.kground: Dia.etes mellitus (DM) is independently a.socia.ed with a. increa.ed risk of ca.diova.cula. morta.ity a.d morbidity, including corona.y a.tery disea.e (Ca.). Ca. is a.sha.ed burden disea.e a.d the lea.ing ca.se of dea.h in developed a.d developing countries. We a.med to a.sess the a.giogra.hic pa.terns of corona.y a.teries in pa.ients with DM in a.developing country (Yemen) a. the first study. Methods: This study is a.cross-sectiona., prospective, observa.iona. study tha. includes a.tota. of 250 pa.ients who were a.mitted for elective dia.nostic corona.y a.giogra.hy. Results: 96 (38.4%) pa.ients were dia.etics;68% were ma.e;mea. a.e wa. 57 ± 11 yea.s. The incidence of three-vessel disea.e wa. 31.2% of pa.ients. Considering the severity of lumen occlusion, (11.2%) of pa.ients ha. non-significa.t lesions, (37.6%) of pa.ients ha. significa.t lesions, a.d (32%) ha. tota. occlusive lesions. Lesions were of La. in 76%, RCa.in 60%, a.d LCX in 52% of the popula.ion. a.ong dia.etics, two a.d 3-vessel disea.es (33.3% vs. 20.8% & 50% vs. 19.5%, P = 0.001), left ma.n lesion (10.4% vs. 2.6%, P = 0.012), significa.t stenosis (41.7% vs. 35.1%, P = 0.032), tota. occlusion of corona.y a.teries (43.8% vs. 19.5%, P = 0.032) a.d type C lesion (66.7% vs. 35.1%, P = 0.010) were more frequent tha. non-DM pa.ients. Conclusion: The burden of significa.t a.d severe corona.y lesions is more common a.ong DM, which ma. be the ma.or ca.se of morbidity a.d morta.ity of DM in developing countries.

关键词： Dia.etes Mellitus Corona.y a.tery Disea.es Corona.y a.giogra.hy

Posture Detection of Hea.t Disea.e Using Multi-Hea. a.tention Vision Hybrid(MHa.H)Model

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Computers, Ma.eria.s & Continua 2024年第5期79卷 2673-2696页

作者： Hina.Na. Zuping Zha.g mohammed a.-Ha.ib Fua. a.a.wa. Ema. a.a.Isma.l Za.d a.i Kha. School of Computer Science a.d Engineering Central South UniversityChangsha410003China Depa.tment of Qua.tita.ive a.a.ysis College of Business AdministrationKing Saud UniversityP.O.Box 71115Riyadh11587Saudi Arabia Electrica. a.d Computer Engineering University of VictoriaVictoriaV9A1B8Canada

Ca.diova.cula. disea.e is the lea.ing ca.se of dea.h *** disea.e ca.ses loss of hea.t muscles a.d is a.so responsible for the dea.h of hea.t cells,sometimes da.a.ing their functiona.ity.a.person’s life ma. depend on receiving timely a.sista.ce a. soon a. ***,minimizing the dea.h ra.io ca. be a.hieved by ea.ly detection of hea.t a.ta.k(Ha.*** the United Sta.es a.one,a. estima.ed 610,000 people die fromhea.t a.ta.ks ea.h yea.,a.counting for one in every four ***,by identifying a.d reporting hea.t a.ta.k symptoms ea.ly on,it is possible to reduce da.a.e a.d sa.e ma.y lives *** objective is to devise a. a.gorithm a.med a. helping individua.s,pa.ticula.ly elderly individua.s living independently,to sa.egua.d their *** a.dress these cha.lenges,we employ deep lea.ning *** ha.e utilized a.vision tra.sformer(ViT)to a.dress this ***,it ha. a.significa.t overhea. cost due to its memory consumption a.d computa.iona. complexity beca.se of sca.ing dot-product ***,since tra.sformer performa.ce typica.ly relies on la.ge-sca.e or a.equa.e da.a.a.a.ting ViT for sma.ler da.a.ets is more *** response,we propose a.three-in-one stea. model,theMulti-Hea. a.tention Vision Hybrid(MHa.H).Thismodel integra.es a.rea.-time posture recognition fra.ework to identify chest pa.n postures indica.ive of hea.t a.ta.ks using tra.sfer lea.ning techniques,such a. ResNet-50 a.d VGG-16,renowned for their robust fea.ure extra.tion *** incorpora.ingmultiple hea.s into the vision tra.sformer to genera.e a.ditiona. metrics a.d enha.ce hea.t-detection ca.a.ilities,we levera.e a.2019 posture-ba.ed da.a.et comprising RGB ima.es,a.novel crea.ion by the a.thor tha. ma.ks the first da.a.et ta.lored for posture-ba.ed hea.t a.ta.k *** the limited online da.a.a.a.la.ility,we segmented this da.a.et into gender ca.egories(ma.e a.d fema.e)a.d conducted testing on both segmented a.d origina. da.

关键词： Ima.e a.a.ysis posture of hea.t a.ta.k(PHa.detection hybrid fea.ures VGG-16 ResNet-50 vision tra.sformer a.va.ce multi-hea. a.tention la.er