Nan Xu (107466), Yifeng Wang (117830) · Figshare · 2024
<div><p>Aiming at the problem that traditional network public opinion monitoring and searching are inefficient and can easily cause resource waste, the study firstly, through the dynamic deletion-shortest path algorithm to classify network text, and on this basis, innovatively constructs a text sentiment classification model based on the variant of convolutional neural network and recurrent neural network, and secondly, uses attention mechanism to classify the model. improvement of the classification model by using the attention mechanism. The research results show that the average precision rate, recall rate, and F-value of the dynamic deletion-shortest path algorithm are 97.30%, 79.55%, and 87.53%, and the classification speed is 397 <i>KB</i>/<i>s</i>, which is better than the traditional shortest path algorithm. In the classification effect measurement of long text, the accuracy and F-value of the recurrent neural network variant model are above 84%, and the accuracy of the text sentiment classification model with the introduction of the attention mechanism is improved by 3.89% compared to the pre-improvement period. In summary, the dynamic deletion-shortest path algorithm proposed in the study and the sentiment classification model with the introduction of the attention mechanism have superior performance and can provide certain application value for campus social network opinion risk decision-making.</p></div>
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Quiggin, John C., Quiggin, John C. · AgEcon Search (University of Minnesota, USA) · 1988
Pooling of costs and revenues is commonly practiced by public utilities, and by other firms exercising a degree of market power. In this paper, a variety of explanations of pooling are considered. A new explanation based on the concept of common property, is advanced. The costs of pooling are assessed, and some alternatives to pooling are considered.
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Anne-Sophie Gomez · Industrias Culturais (Universidade de Coimbra) · 2020
Titre : Pooling Réalisateur : Dawn Westlake Scénariste : Dawn Westlake Animation : Dismas Lizarraga, Grizzy Lizarraga Année : 2018 Durée : 4'05 Pays : Etats-Unis, Espagne 🇪🇸 Langue : sans dialogues Genre : fiction, partiellement animée Couleur/Noir et blanc : couleur Distribution/casting : Marc Carrizo Vilarroig ("Markitus") [danse et chorégraphie] http://www.dawnwestlake.com/rondecana/films/pooling/cast-crew.html Musique : Joan Armand Forero Synopsis : Quand on fait un saut mal avisé dans ...
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University of Arizona Press eBooks · 2024
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Quiggin, John C. · RePEc: Research Papers in Economics
Pooling of costs and revenues is commonly practiced by public utilities, and by other firms exercising a degree of market power. In this paper, a variety of explanations of pooling are considered. A new explanation based on the concept of common property, is advanced. The costs of pooling are assessed, and some alternatives to pooling are considered.
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Elsevier eBooks · 1999
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Marnie Freeman · Nursing Management · 1999
Can different healthcare professionals really work as a team? Yes, but only if their managers are behind them, says Dr Marnie Freeman
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Quiggin, John C. · RePEc: Research Papers in Economics
Pooling of costs and revenues is commonly practiced by public utilities, and by other firms exercising a degree of market power. In this paper, a variety of explanations of pooling are considered. A new explanation based on the concept of common property, is advanced. The costs of pooling are assessed, and some alternatives to pooling are considered.
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Renato Millioni (186777), Cinzia Mortarino (9927903) · Figshare · 2020
<p>The curves plotted represent the 25th, 50th (median), and 75th percentiles of <i>T/N</i> obtained in the set of 5,000 simulations, for 9 values of the pool size (<i>s</i> = 5, 6, 8, 10, 12, 15, 20, 24, 30).</p>
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Tayuan Huang, Chih-wen Weng · Discrete Mathematics · 2004
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Seyed Mostafa Kia (12078773), Hester Huijsdens (14237523), Saige Rutherford (5171753) et al. · Figshare · 2022
<p>The solutions for handling the site-effects form a spectrum in the model stability-flexibility space. At the stability end of the spectrum, we have the complete pooling solution. In the complete pooling scenario, the model learns the same set of parameters and hyperparameters on big data. At the flexibility end of the spectrum stands the no-pooling approach, where a large set of parameters and hyperparameters are estimated for each site, however, it does not benefit from the richness of big data. Therefore, its parameters can be unstable for sites with small sample size. The HBR lies in the middle of the spectrum, thus, it brings the best of two worlds together. In HBR, similar to no-pooling, we allow the model to learn different sets of parameters for data from multiple sites. At the same time, similar to complete pooling, the model has a fixed set of hyperparameters. Here, hyperparameters play the role of a joint prior over the parameters. They perform as a regularizer and prevent the model from overfitting on small batches.</p>
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Jun Guo, Kaishun Wang, Chih-wen Weng · Discrete Mathematics · 2013
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Rong Hu (153724), Zhongying Wu (7043471), Yong Xu (17491) et al. · Figshare · 2022
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Osamu Komiyama, Shintaro Hiro, Nobushige Matsuoka et al. · 2021
The pooling strategy is one of the concepts introduced by the ICH E17 guideline. That is related to the following sentence in section 1.2 of the guideline, which describes the benefits of multi-regional clinical trials (MRCTs).
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Deliège, Adrien, Istasse, Maxime, Kumar, Ashwani et al. · Open Repository and Bibliography (University of Liège) · 2020
peer reviewed
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Karina Lozovaya · Digital Repository (National Repository of Grey Literature) · 2009
This work makes a mention of cash management. At next chapter describes two most known theoretical models of cash management -- Baumol Model and Miller-Orr Model. Principal part of work is about cash pooling, types of cash pooling, cash pooling at Czech Republic and influence of cash pooling over accounting and taxes.
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Pettigrew, Richard, Weisberg, Jonathan · PhilPapers (PhilPapers Foundation)
How should your opinion change in light of an epistemic peer's? We show that the pooling rule known as “upco” is the unique answer satisfying some natural desiderata. If your revised opinion will impact your other views by Jeffrey conditionalization, then upco is the only standard pooling rule that ensures the order in which peers are consulted makes no difference. Popular alternatives like linear pooling, geometric pooling, and harmonic pooling cannot boast the same. In fact, no alternative can that possesses four minimal properties these proposals all share.
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United States. Urban Mass Transportation Administration., Alan M. Voorhees & Associates. · The Journal of the Abraham Lincoln Association
"This volume is a collection of ten individual reports originally published as separate documents in January 1974."--Pref.
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Фредрик Андерссон · International Journal of Industrial Organization · 2002
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2008
Citation: 'energy pooling' in the IUPAC Compendium of Chemical Terminology, 3rd ed.; International Union of Pure and Applied Chemistry; 2006. Online version 3.0.1, 2019. 10.1351/goldbook.E02111 • License: The IUPAC Gold Book is licensed under Creative Commons Attribution-ShareAlike CC BY-SA 4.0 International for individual terms. Requests for commercial usage of the compendium should be directed to IUPAC.
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