Research on link prediction model based on hierarchical attention mechanism by Xiaojuan ZHAO, Yan JIA, Aiping LI, Kai CHEN

“…In order to solve the problem that the existing graph attention mechanism tends to cause attention distribution to certain relations with high frequency when performing link prediction related tasks, a new link prediction model based on hierarchical attention mechanism was proposed.In the link prediction task, a hierarchical attention mechanism was designed to give different attention to the relationships of different relationship types connected to a given entity in the knowledge graph according to the relationship in the prediction task.While the characteristics of multi-hop neighbor entities were pay attention to, the relationship characteristics was pay more attention to find the relationship type that matches the target relationship.Through comparison experiments with the mainstream models on multiple benchmark data sets, the results show that the performance of the model is better than the mainstream models and has good robustness.…”
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Two-layer threat analysis model integrating macro and micro by Cheng SUN, Hao HU, Yingjie YANG, Hongqi ZHANG

“…The existing threat analysis models failed to comprehensively analyze the propagation of advanced security threats integrating the threat development trend and propagation path.In order to solve the problem, a two-layer threat analysis model named TL-TAM was established.The upper layer of the model depicted the threat development trend.The lower layer depicted the threat propagation path considering social engineering and networks can.Based on the model, prediction algorithm of threat development was proposed.The experimental result shows that the model can comprehensively analyze the threat propagation at multiple levels, overcome the defect that the threat analysis model based on attack graph is limited to technical vulnerability attack, and is more suitable for dynamic tracking analysis of advanced security threats.…”
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Métropole, cosmopolitisme et médiation by Gilberto Velho

“…One of its central aims is to identify the circulation between multiple fields and different currents of cultural tradition. …”
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Quand l’usage fait patrimoine. Vers une patrimonialisation des usages et des paysages culturels ? by Stéphanie De Carrara, Yves-François Le Lay

“…By leaning on a corpus of 129 local usages books published during the 19th and 20th centuries and especially on the example of the Dombes, this paper tries to show how they are subjected to a multiplicity of processes that make them a heritage. …”
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A Method of Stability Prediction for Gear Milling by Zhang Kaifei, Jin Gang, Yu Yongchang, Wang Wanzhang

“…The milling chatter is a form of self-excited,unstable vibration in the process of machining,which may result in low machining quality,poor accuracy and surface finish,as well as accelerated tool wear,aside from damaging the cutting spindle and machined part.A semi-discretization method for predicting the stability of milling process with multiple time delays to study cutting chatter is presented.Taking the unequal pitch milling as example,the comparison between this method and the existing zero order analysis method is carried out,through the theoretical verification,the proposed method with variable pitch cutter in the spindle between 8 000 to 9 000r/min will obtain greater stability prediction limit,while in other revolution range,two predictive results are in good congruency.…”
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Service Design for the Public Sector by Lorenzo Imbesi, Birgit Mager, Luca D’Elia, Sonia Belhaj, Luca Baldini

“…While Service Design integrates multiple perspectives and works at different scales, responding to external and internal disturbances, it requires a comprehensive knowledge base that considers wicked problems’ properties such as demos, fragility and antifragility, degree of wickedness, public formation, plurality of values and approaches to Service Design for the public sector. …”
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La estética del desecho. Propuesta temática para una creación artística basada en la experiencia de vida by Claudia Cofré

“…Es un esfuerzo por entender el complejo mundo de losobjetos en la cultura contemporánea asumiendo la existencia de los múltiples significados que pueden tener de acuerdo a las circunstancias de vida de quien los define. …”
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Sick Day Management for Adults with Diabetes Who Take Insulin by Nancy Gal, Linda B. Bobroff

“… When people have type 1 or type 2 diabetes and take multiple daily insulin injections, their blood glucose levels can rise drastically due to a cold or another minor illness. …”
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A robust congestion control scheme for cluster wireless multimedia sensor networks with propagation delay and external interference by Xi Hu, Wei Guo

“…To solve the problem, based on the additive-increase multiplicative-decrease adjustment strategy, a robust congestion control model is proposed with a scheduling scheme in cluster wireless multimedia sensor networks considering the neighbor feedback. …”
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Budgets participatifs : S’approprier la dialectique de la gouvernance participative locale by Manuel Goehrs

“…A multiplicity of stakeholders take part in the promotion of citizen participation, the “new paradigm” for good governance: development organisations, the State, local authorities and the population. …”
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Configurations, deformations, mutations. Criteria of morphological analysis in adaptive reuse by Elena Guidetti, Alessandro Massarente

“…Since many buildings tend to survive over time the functions for which they were designed, it is necessary to analyze reuse interventions through a diachronic process. Among the multiple factors that contribute to the project of a reuse intervention, a key aspect is constituted by the underlying morphology of its pre-existence. …”
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Radical orthodoxy: its ecumenical vision by G. Ward

“…This is bottom-up ecumenism nurtured by multiple belonging and a global understanding of Christianities that has helped “de-colonize” theology and rethink political theology. …”
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Optimization of Performance and Emission Characteristics of Diesel Engine with Biodiesel Using Grey-Taguchi Method by Goutam Pohit, Dipten Misra

“…In order to search for the optimal process response through a limited number of experiment runs, application of Taguchi method in combination with grey relational analysis had been applied for solving a multiple response optimization problem. Using grey relational grade and signal-to-noise ratio as a performance index, a particular combination of input parameters was predicted so as to achieve optimum response characteristics. …”
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"Under Ben Bulben" : la montagne chez W.B. Yeats ou la rencontre du moi et du Soi by Michel Dufour

“…The article shows how, by drawing on multiple traditions and unifying them aesthetically into a complex symbol, the poet strives to embody the universal voice of the Self…”
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L’aménagement comme stratégie professionnelle by Isabelle Estienne

“…Synthesizing the results related to my thesis (Estienne, 2010), this article presents landscape architects from the first two years of the section of landscape architecture and garden art of Versailles: Jean Challet, Lucien Gendre, Pierre Mas, Elie Mauret and Pierre Pelletier. Multiple curricula (Horticulture, Landscape architecture and Urban Planning), including an experience with the planning department in Morocco led by Michel Ecochard, which sparked their curiosity vis-à-vis working scales and themes unusual in France, determining their careers and entry into multidisciplinary teams of territorial planning created by the French State in the mid-1960s. …”
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Nonalcoholic Fatty Liver Disease: A Clinical Approach and Review by Maitreyi Raman, Johane Allard

“…The second hit involves multiple proinflammatory cytokines resulting in non-alcoholic steatohepatitis. …”
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Le genre tactile : repenser les imbrications entre la matière et la parole au prisme de l’imagination et de l’expérience by Luca Greco

“…Drawing from a multiplicity of contexts (drag king workshops, consciousness raising groups and artistic performances), I will analyze how touching practices are mobilized and interpreted by social actors as gender (de)construction devices. …”
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MEDIA USE AND HAPPINESS IN SERBIA by LJubiša Bojić, Maja Pavlović

“…The Annual Attitude Examination Survey consisting of 366 questions was deployed on nationally representative sample in Serbia to get 2608 responses on the Oxford Happiness Inventory and Multiple Lickert scale questions concerning attitudes, fears, media use and closeness of different social categories to the participants. …”
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Research on berth occupancy prediction model based on attention mechanism by Zhurong WANG, Wei XUE, Yabang NIU, Ying’an CUI, Qindong SUN, Xinhong HEI

“…To solve the problem that the berth occupancy prediction accuracy decreases while the prediction step was increasing, a berth occupancy prediction model based on an attention mechanism was proposed, which was the multivariate time pattern information obtained by convolutional neural networks (CNN).The characteristic information was learned by the model training, and the sequence with higher correlation was assigned a larger learning weight, so that the highly correlated features output from the decoder could be used to predict the target sequence.Data sets of multiple parking lot were adopted to test the model.The test results show that the proposed model can estimate the real value well when the step length of berth occupancy prediction reaches 36.The prediction accuracy and stability of the model are improved compared with long short-term memory (LSTM) model.…”
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Le corps numérique des données by Tiziana Nicoletta Beltrame

“…The materiality of the media, the multiple possibilities for storage and for the creation of links (linking components of digital files) affect the contents of data and thus open new avenues for the construction of knowledge.…”
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