The contribution of this study is not limited to investigate the barriers, but it also provides the roadmap to tackle the issues related to the scaling agile methods in the GSD environment. (C) 2020 Elsevier B.V. All rights reserved.doi:10.1016/J.ASOC.2020.106122Mohammad Shameem aRakesh Ranjan Kumar bMohammad Nadeem cAri...
Typical methods in preprocess stage and detection and classification stage are systematically analyzed in Section 3. Besides, different levels in the classification stage are also narrated in this section. In Section 4, publicly available datasets are collected and introduced. Experimental results of ...
We evaluated four methods of combining labeling functions to train entity classifiers. (1) Majority vote (MV) is the majority class for each word predicted by all labeling functions. In cases of abstain or ties, predictions default to the majority class. (2) Label model (LM) is the default...
Although existing lung nodule classification methods can address the large percentage of challenges, they are insufficient for capturing fine-grained features. As a result, these methods are difficult to obtain a satisfactory accuracy when the CT image is extremely complex. Therefore, this study aims ...
but it does have its limitations. It is based on historical data, which may not accurately reflect future trends. It also does not take into account the unique characteristics of each item, such as seasonality or demand fluctuations. As such, it should be used alongside other methods for a ...
Methods: To support the manual process, we developed and deployed a system that automatically classifies referrals as GES-covered or not using historical data. Our system is based on word embeddings specially trained for clinical text produced in Chile. We used a vector representation of the ...
In this context, we conjecture that these identified information types can be used to explore automated methods capable of classifying comments according to CCTM, which is a relevant step towards the automated assessment of code comments quality in different languages. Thus, based on this ...
3. Material and methods 3.1. Dataset 3.1.1. Participants In order to first establish the feasibility of stress monitoring with an in-ear device in a typical population, 30 healthy and normal hearing young adults were included in this study (15 men, age 27.3 ± 4.7 years and 15 women, age...
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The figures described below depict various aspects of systems and methods disclosed therein. It should be understood that each figure depicts an embodiment of a particular aspect of the disclosed systems and methods, and that each of the figures is intended to accord with a possible embodiment ther...