In order to better capture the order relationships between terms, and thus improve the topic discovering effectiveness, this paper classified the order relationships between terms into forward dependence and backward dependence and proposed a feedback recurrent neural network-based topic model.
The Bio-LDA model makes direct use of bio-terms to improve the overall topic generation and word association.
The strength of our study was that we used a mixed design with quantitative and qualitative methods which enhanced the understanding on our topic and improved the validity of the findings.
Our results confirm that most indicator scores improved at t1. Performance improved the most with respect to topics on the quality domain 'Quality of care organization'.
Besides ODAs, forums on greenhouse gas, air pollutants, marine litter, nuclear contamination, illegal trash export problem and other topics also greatly improved the environmental cooperation between Japan and China.
For example, regarding the performance of mixed versus pure stands, Carnol et al. (2014) have shown a discrepancy between the perceptions of practitioners and the scientific knowledge on the issue of productivity in mixed species stands, urging to the need to address the lack of scientific data and to improve the communication of the topic towards practitioners through efficient information flow.
We believe that BMC Psychiatry can successfully accomplish a wide diffusion of these data and also improve the debate on the topic of resistance to treatment in EDs.
Our main results generalize, extend and improve the existence results on the topic in the literature.
Our main results generalize, extend and improve the existing results on the topic in the literature.
The goal of the combined sampling technique is to improve the forecasting accuracy of the topic forecasting model's performance on scholarly journals conferences (there has been significant progress in the area of topic forecasting in time-sensitive domains such as twitter but very few works exist in scientific publications [10]).
