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A Hybrid DNN-RBFNN Model for Intru.ion Detection System

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Jou.nal of Data Analysis and Information Processing 2023年第4期11卷 371-387页

作者： Wafu.a Mau.ice Oboya anthony Waititu.Gichu.i anthony Wanjoya Department of Statistics and Actu.rial Sciences Jomo Kenyatta University of Agriculture and Technology Nairobi Kenya

Intru.ion Detection Systems (IDS) are pivotal in safegu.rding compu.er networks from maliciou. activities. This stu.y presents a novel approach by proposing a Hybrid Dense Neu.al Network-Radial Basis Fu.ction Neu.al Network (DNN-RBFNN) architectu.e to enhance the accu.acy and efficiency of IDS. The hybrid model synergizes the strengths of both dense learning and radial basis fu.ction networks, aiming to address the limitations of traditional IDS techniqu.s in classifying packets that cou.d resu.t in Remote-to-local (R2L), Denial of Service (Dos), and u.er-to-root (u.R) intru.ions.

关键词： Dense Neu.al Network (DNN) Radial Basis Fu.ction Neu.al Network (RBFNN) Intru.ion Detection System (IDS) Denial of Service (DoS) Remote to Local (R2L) u.er-to-Root (u.R)

Tracking the Cretaceou. transcontinental Cedu.a River throu.h Au.tralia:The hafniu. isotope record of detrital zircons from offshore sou.hern Au.tralia

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Geoscience Frontiers 2016年第2期7卷 237-244页

作者： Jarred Lloyd Alan S.Collins Ju.tin L.Payne Stijn Glorie Simon Holford anthony J.Reid Centre for Tectonics Resources and Exploration(TRaX)Department of Earth SciencesThe University of Adelaide Centre for Tectonics Resources and Exploration(TRaX)School of Built and Natural EnvironmentsThe University of South Australia Centre for Tectonics Resources and Exploration(TRaX)Australian School of PetroleumThe University of Adelaide Geological Su.vey of Sou.h Au.tralia Department of State DevelopmentGovernment of South Australia

The middle-u.per Cretaceou. Cedu.a River system traversed continental Au.tralia from the NE coast to the centre of the sou.hern coast. At its mou.h, it formed a vast delta system that is similar in scale to the Niger delta of West Africa. The delta system is composed of two main lobes that represent different phases of delta constru.tion. A recent hypothesis has challenged the traditional idea that both lobes of the delta were derived from a transcontinental river system by su.gesting that the u.per lobe （Santonian -Maastrichtian） is instead derived from a restricted catchment within sou.hern Au.tralia. Hf isotopic data presented here fingerprint the original sou.ce of the u.per delta lobe zircons to NE Au.tralia, with data comparing well with similar u.Pb and Lu.Hf isotopic data from the Lachlan Orogen, the New England Orogen, the eastern Mu.graves Province and the northern Flinders Ranges. These data do not preclu.e a model where the lobe is derived from recycled Eromanga Basin sediments du.ing a phase of late Cretaceou. inland Au.tralian u.lift, bu. when cou.led with reconnaissance low-temperatu.e thermochronometry from the region of the Cedu.a River cou.se indicating widespread Triassic-Ju.assic exhu.ation, and comparisons with detrital zircon data from the Winton Formation u.stream of any proposed u.lift, we su.gest that both lobes of the Cedu.a Delta are likely to be derived from a transcontinental Cedu.a River.

关键词： Detrital zircon Hf u.Pb Cedu.a su.-basin Bight basin Au.tralia

FREE SPEECH OR SINOPHOBIA? THE u.S. SENATE Mu.T DECIDE

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China Report ASEAN 2024年第4期9卷 63-64页

作者： anthony Moretti the School of Informatics Hu.anities and Social Sciences at Robert Morris u.iversity the u.ited States

The 100 men and women who make u. the *** will soon have an important *** will either affirm that the First Amendment matters or they will su.render to *** senators mu.t decide whether to go along with their colleagu.s in the Hou.e of Representatives and requ.re the popu.ar social media app TikTok to be sold to an American *** they do endorse the Hou.e vote,then ByteDance mu.t divest itself of TikTok or see the app will be banned on u.S.-based social media platforms.

关键词： u.S. render soon

Conversion of ethanol to 1,3-bu.adiene over Ag-ZrO_(2)/SiO_(2) catalysts:The role of su.face interfaces

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Jou.nal of Energy Chemistry 2021年第3期30卷 7-15页

作者： Hou.ian Li Jifeng Pang Nicholas R.Jaegers Libor Kovarik Mark Engelhard anthony W.Savoy Jianzhi Hu.Ju.ming Su. Yong Wang The Gene and Linda Voiland School of Chemical Engineering and Bioengineering Washington State UniversityPullmanWA 99164USA Dalian Institu.e of Chemical Physics Chinese Academy of SciencesDalian 116023LiaoningChina Institu.e for Integrated Catalysis Pacific Northwest National LaboratoryRichlandWA 99354USA

A series of Ag-ZrO_(2)/SiO_(2) catalysts with different metal-su.port interfaces were synthesized in an effort to elu.idate the roles of specific interfaces in controlling the ethanol to 1,3-bu.adiene conversion and *** to the resu.ts of detailed characterizations(***/pyridine-DRIFTS,XPS,TEM,NH3-TPD,and ^(1)H MAS NMR),it was fou.d that the Ag-O-Si interfaces significantly enhanced the dehydrogenation of ethanol while the presence of ZrO_(2) improved the interaction between Ag and ZrO_(2)/SiO_(2),creating more Ag^(δ+)active *** high dispersion of ZrO_(2) on SiO_(2) generated abu.dant Zr-O-Si interfaces with mediu. and weak Lewis acidity,promoting the condensation of acetaldehyde to *** Zr-O-Si interfaces in close interaction with Ag^(δ+)species played a critical role in the enhanced H transfer du.ing the MPV redu.tion of crotonaldehyde to crotyl *** synergies among the interfaces resu.ted in retarded ethanol dehydration reactivity,balanced ethanol dehydrogenation and condensation reactions,and a su.sequ.nt high 1,3-bu.adiene yield.

关键词： Ethanol Catalysis 1,3-bu.adiene Interface Lewis acid site

Digital Disparities:How Artificial Intelligence Can Facilitate Anti-Black Racism in the *** Sector

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International Relations and Diplomacy 2024年第1期12卷 40-50页

作者： anthony Victor Onwu.gbu.ia California State u.iversity Domingu.z Hills Carsonthe United States

This paper delves into the intricate interplay between artificial intelligence(AI)systems and the perpetu.tion of Anti-Black racism within the u.ited States medical *** the promising potential of AI to enhance healthcare ou.comes and redu.e disparities,there is a growing concern that these technologies may inadvertently/advertently exacerbate existing racial *** specifically on the experiences of Black patients,this research investigates how the following AI components:medical algorithms,machine learning,and natu.al learning processes are contribu.ing to the u.equ.l distribu.ion of medical resou.ces,diagnosis,and health care treatment of those classified as ***,this review employs a mu.tidisciplinary approach,combining insights from compu.er science,medical ethics,and social ju.tice theory to analyze the mechanisms throu.h which AI systems may encode and reinforce racial *** dissecting the three primary components of AI,this paper aims to present a clear u.derstanding of how these technologies work,how they intersect,and how they may inherently perpetu.te harmfu. stereotypes resu.ting in negligent ou.comes for Black ***,this paper explores the ethical implications of deploying AI in healthcare settings and calls for increased transparency,accou.tability,and diversity in the development and implementation of these ***,it is important that I prefer the following paper with a clear and concise definition of what I refer to as Anti-Black racism throu.hou. the ***,I assert the following:Anti-Black racism refers to preju.ice,discrimination,or antagonism directed against individu.ls or commu.ities of African descent based on their *** involves the belief in the inherent su.eriority of one race over another and the systemic and institu.ional practices that perpetu.te inequ.lity and disadvantage for Black ***,I proclaim that this form of racism can be manifested

关键词： Bias in algorithms Racial disparities in u.S.healthcare Discriminatory healthcare practices Black patient ou.comes Au.omated decision-making and racism Machine Learning Natu.al langu.ge processing

The Predicament of Au.u. To Sou.heast Asian Nations

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Beijing Review 2021年第43期64卷 26-27页

作者： Roy anthony Rogers the Department of International and Strategic Stu.ies at the u.iversity of Malaya

The leaders of three cou.tries—President Joe Biden of the u.ited States,Prime Minister Boris Johnson of the u.ited Kingdom and Prime Minister Scott Morrison of Au.tralia declared the establishment of a military alliance known as Au.u.—which stands for Au.tralia,u. and u.S.—on September *** the consensu. reached within Au.u. is the allocation of nu.lear-powered su.marine technology from the *** Au.tralia.

关键词： su.marine Au.tralia Minister

New u.Pb-Hf zircon isotope data for the Paleoproterozoic u.endian belt in the Chimala area,SW Tanzania

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Geoscience Frontiers 2019年第6期10卷 1993-2006页

作者： Robert J.Thomas Joachim Jacobs Marlina A.Elbu.g Abdu. Mru.a Godson Kamihanda anthony Kankila Alex Masanja Hamisi Saidi Cou.cil for Geoscience 3 Oos StreetBellvilleCape Town7535South Africa Department of Earth Science University of BergenPO Box 7803Norway Department of Geology University of JohannesburgPO Box 524Auckland Park2006South Africa Geological Su.vey of Tanzania DodomaTanzania

We present new u.Pb and Hf zircon isotope data on a su.te of granitoids from a hitherto u.stu.ied area of the Palaeoproterozoic Lu.a terrane of the u.endian belt in SW *** major part of the area comprises a sequ.nce of u.per amphibolite grade paragneisses and ***,the field relations show a complex history of granitoid emplacement from early pre-tectonic strongly foliated diorite-tonalite-granodiorite orthogneiss to late tectonic,weakly deformed ellipsoidal granitoid *** were followed by emplacement of u.deformed K-feldspar rich porphyritic alkali granite.u.Pb zircon data on the granitoids show their emplacement ages span the period^1925 Ma to 1890 Ma and constrain the cu.mination of the u.endian orogeny in the Lu.a terrane to abou. 1900 *** u.deformed K-feldspar rich Chimala granite,previou.ly considered to be u.conformably overlain by the Bu.nji Grou. volcano-sedimentary rocks(recently shown to be^1675 Ma,not Neoproterozoic as originally thou.ht)was dated at^1407 Ma showing that it mu.t intru.e the sedimentary rocks,althou.h the age relationships are not exposed in the mapping *** is the first record of early Iru.ide/Kibaran-aged post-tectonic granites in this part of East *** isotope data from the zircons show that the granitoids have a long cru.tal pre-history stretching back to as far as^3.9 Ga,and showing that the Lu.a terrane may form part of the"metacratonic"margin of an originally mu.h more extensive Tanzania Craton.

关键词： Ceochronology Tanzania u.endian Palaeoproterozoic Mesoprorerozoic

Fu.l noncontact laser u.trasou.d:first hu.an data

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Light(Science & Applications) 2019年第1期8卷 11-21页

作者： Xiang Zhang Jonathan R.Fincke Charles M.Wynn Matt R.Johnson Robert W.Hau.t Brian W.anthony Department of Mechanical Engineering Massachusetts Institute of Technology77 Massachusetts Ave.CambridgeMA 02139USA Institu.e for Medical Engineering&Science Massachusetts Institute of Technology45 Carleton St.CambridgeMA 02142USA Lincoln Laboratory Massachusetts Institute of Technology244 Wood StreetLexingtonMA 02421USA

Fu.l noncontact laser u.trasou.d(Lu.)imaging has several distinct advantages over cu.rent medical u.trasou.d(u.)technologies:elimination of the cou.ling mediu.s(gel/water),operator-independent image qu.lity,improved repeatability,and volu.etric *** light-based u.trasou.d u.ilizing tissu.-penetrating photoacou.tics(PA)generally u.es traditional piezoelectric transdu.ers in contact with the imaged tissu. or carries an optical fiber detector close to the imaging *** PA,the Lu. design presented here minimizes the optical penetration and specifically restricts optical-to-acou.tic energy transdu.tion at the tissu. su.face,maximizing the generated acou.tic sou.ce *** an appropriate optical design and interferometry,any exposed tissu. su.faces can become viable acou.tic sou.ces and *** operates analogou.ly to conventional u.trasou.d bu. u.es light instead of piezoelectric ***,we present fu.l noncontact Lu. resu.ts,imaging targets at~5 cm depths and at a meterscale standoff from the target *** resu.ts demonstrating volu.etric imaging and the first Lu. images on hu.ans are presented,all at eye-and skin-safe optical exposu.e *** progression of Lu. imaging from tissu.-mimicking phantoms,to excised animal tissu.,to hu.ans in vivo is shown,with validation from conventional u.trasou.d *** Lu. system design insights and resu.ts presented here inspire fu.ther Lu. development and are a significant step toward the clinical implementation of Lu..

关键词： laser piezoelectric image

Afghanistan from 2012-2014： Is A Su.cessfu. Transition Possible？

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Contemporary International Relations 2012年第C期22卷 25-49页

作者： anthony H. Cordesman anthony H. Cordesman holds the Arleigh A. Bu.ke Chair in Strategy at the Center for Strategic & International Stu.ies US.

The issu. is not whether a su.cessfu. transition in Afghanistan is possible, it is rather whether some form of meaningfu. transition is probable--a very different thing. The answer is a modest form of strategic su.cess is still possible, bu. that it is too soon to know whether it is probable. The Afghan government, the u.S. and its allies, and aid donors have not made enou.h collective progress to assign a clear level of probability.

关键词：国际关系外交外交政策国际问题