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Sample of features by type for the influenza review.
Note: For alphabetic and alphanumeric+ sets, features with an underscore between pairs of words came from titles. For the indexing set, features mainly came from MeSH and... -
r37980778c78--8159f38b31d83e59e238bb63d24073a3
1Out of a possible rating of 9, where score of 9 is the least biased. WHO-JHU Synthesizing Intervention Effectiveness Project 9-point rigour scale.*In the authors' view the use... -
Societal Impact
Recently there is an increasing pressure on the development of indicators and methodologies that can offer evidences of the societal impact of researchers’ activity. This... -
Poster: Assessing citation network clustering as indicator normalization tool
Poster presentation given at ISSI 2019 conference and the related paper. In these, we describe our effort, motivated by the 2019 research assessment of the University of... -
Journal impact measures: the Impact factor
The seminar on impact measures will first shed light on the best known and most controversial indicator, namely Garfield’s Journal Impact Factor. Its strengths and weaknesses as... -
dedup_wf_001--6654a498ecfd25895557eb684230bfc4
Recently, there has been a shift in attitudes against improper use of metrics to evaluate research. In our effort to develop alternative approaches to identify relevant... -
Productivity, impact, and collaboration differences between transdisciplinary...
: Transdisciplinary (TD) approaches are increasingly used to address complex public health problems such as childhood obesity. Compared to traditional grant-funded scientific... -
Mean performance of the cNB classifier by systematic review and feature set.
aBaseline F3 (%): Ameloblastoma = 40.20; Influenza = 38.96; Galactomannan = 31.00; Malaria = 58.82; Organ transplant = 32.03. All mean F3 values surpassed the baseline values,... -
Feature set size by systematic review before and after filtering for informat...
aIG = information gain.bSR = systematic review.cA and B refer to random halves of the data. -
r37980778c78--5eb416e91a238bb4e12ec11adc73a22c
A barrier to dissemination of research is that it depends on the end-user searching for or ‘pulling’ relevant knowledge from the literature base. Social media instead ‘pushes’... -
Results S1 - Feature Engineering and a Proposed Decision-Support System for S...
Review by Feature Set Results. A more detailed presentation of the performance results for B|A and A|B independent tests, as well as mean performance. Results are presented for...
