The statistical structure of the environment is often important when making decisions. There are multiple theories of how the brain represents statistical structure. One such theory states that neural activity spontaneously samples from probability distr
This paper investigates the use of recurrent neural network to predict urban long-term traffic flows. A representation of the long-term flows with related weather and contextual information is first introduced. A recurrent neural network approach, named RNN-LF, is then proposed to predict the long...
Despite speculation, there are no direct experimental tests of this “gateway hypothesis”. We test a mechanism that might support this pathway: the effects of engaging with gambling-like reward mechanisms on risk-taking. We tested the hypothesis that players exposed to gambling-like rewards (i.e...
In particular, this paper aims to provide a step-wise decision process required to develop a more accurate forecasting model over short- and mid-term horizons. This work integrates variational mode decomposition (VMD) and bidirectional long short-term memory (BiLSTM) for multi-input multi-output ...
In this paper, we found out that when the term counts of a term are normalized by document length to obtain term frequency, TF can change a term’s strength from its true worth. The MTF factor does the same. Their problems are illustrated with the help of a real-life dataset example....
NOTE: While paperback is currently fully functional, all of the development of "paperpack v0" is experimental and the format of the various data portions of paperback are subject to change without warning. This means that a backup made today might not work with paperback tomorrow. However, ...
excess risk (ER) value with a 95% CI; (2) no data for elderly individuals; (3) articles not written in Chinese or English; (4) death caused by disease, such as respiratory system disease; (5) study samples enrolled from a specific setting, for example, hospitals and nursing homes, ...
However, no MAGs containing the putative assA gene contained the complete gene set required for alkylsuccinate metabolism, but some possessed a high degree of completeness (for example, the completeness of the Desulfosarcinaceae bacterium bin16 was 96.3%). Nevertheless, genes related to the pathway...
This paper describes a retrospective analysis of children born in 39 hospitals of different types in 14 different provinces, municipalities, and autonomous regions in seven districts within China throughout 2011. The data were first collected in hardcopy format and then entered into computer network da...
>MBA Level Term Paper For Your Bookshelf Assessing Organizational Communication: Strategic Communication Audits Cal W. Downs and Allyson D. Adrian The Guilford Press, New York, NY; 2004; ISBN 1 59385 010 7; 292 pp; paperback; $40 Most of those who work, teach and research in ...