3 Research methodology 3.1 Data acquisition The dataset that we used to train and evaluate the WWV-gcForest model is crawled from the Tmall e-commerce platform. After filtering data and data augmentation, the dataset has about 120,000 short texts for more than 600 different commodities. These ...
1. The inclusion and exclusion criteria used for paper selection and the search methodology process are illustrated in the diagram (see Fig. 2). We used advanced search in the Google Scholar and Scopus databases to find papers, setting the search for keywords in title only with a time range...
the microchamber allows for the placement of oocytes in the side wells, serving as a repository for these critical cells. This initiated the application of microfluidics for gamete separation and processing, fertilization, and embryo culture to study in vitro fertilization and simulate the...
In the context of clinical research, there is an increasing need for new study designs that help to incorporate already available data. With the help of historical controls, the existing information can be utilized to support the new study design, but of
We then followed the methodology used by the Children’s Arthritis PSP in the Netherlands [15]. We had seven envelopes, each containing questions on a different topic. In total there were 31 questions—24 summary questions from the children’s surveys (Table 2), plus the seven new questions...
Later the methodology of the proposed FGP approach is explained with data acquisition, feature descriptions, imbalanced data handling technique, applied machine learning algorithms, and method of implementation. Subsequently, a comprehensive elucidation of the outcome and the used metrics for the assessment...
The Coriell Personalized Medicine Collaborative has devel- oped a methodology and format for return, differentiating risks based on genetic and nongenetic factors.106 Both the REVEAL Study (focusing on apolipoprotein E and the risk of Alzheimer disease) and ClinSeq (focusing on atherosclerotic disease)...
Since the late 19th century, genital modifications (female and male) have been an important research subject in anthropology. According to a comparative and constructivist perspective, they were first interpreted as rites of passage, then as rites of ins
advances in archaeological methodology and the conceptual understanding of animal domestication have opened new avenues for research on this topic. This review summarizes recent research on the archaeology of reindeer domestication among the Indigenous Sámi of northern Fennoscandia. It compiles a chronolog...
For example, Kay Owens (Australia) pointed to the challenge of studying cultural context and identity: “Such research requires a multi-faceted research methodology that may need to be further teased out from our current qualitative (e.g., ethnographic) and quantitative approaches (‘paper and ...