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Gender imbalance in computing education is a well-known issue around the world. The term "leaky pipeline" is often used to describe the lack of retention of women before they progress to senior roles. Numerous initiatives have targeted the problem of
Externí odkaz:
http://arxiv.org/abs/2206.06113
In Machine Learning, feature selection entails selecting a subset of the available features in a dataset to use for model development. There are many motivations for feature selection, it may result in better models, it may provide insight into the d
Externí odkaz:
http://arxiv.org/abs/2106.06437
Deep learning models suffer from opaqueness. For Convolutional Neural Networks (CNNs), current research strategies for explaining models focus on the target classes within the associated training dataset. As a result, the understanding of hidden feat
Externí odkaz:
http://arxiv.org/abs/2102.11132
Publikováno v:
In: Heintz F., Milano M., O'Sullivan B. (eds) Trustworthy AI - Integrating Learning, Optimization and Reasoning. TAILOR 2020. Lecture Notes in Computer Science, vol 12641. Springer, Cham
Often, what is termed algorithmic bias in machine learning will be due to historic bias in the training data. But sometimes the bias may be introduced (or at least exacerbated) by the algorithm itself. The ways in which algorithms can actually accent
Externí odkaz:
http://arxiv.org/abs/2005.09052
Perhaps the most straightforward classifier in the arsenal or machine learning techniques is the Nearest Neighbour Classifier -- classification is achieved by identifying the nearest neighbours to a query example and using those neighbours to determi
Externí odkaz:
http://arxiv.org/abs/2004.04523
Publikováno v:
International Journal of Web Information Systems, 2020, Vol. 16, Issue 2, pp. 201-221.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJWIS-08-2019-0035
Autor:
CUNNINGHAM, PÁDRAIG1 padraig.cunningham@ucd.ie, DELANY, SARAH JANE2 sarahjane.delany@tudublin.ie
Publikováno v:
ACM Computing Surveys. Jul2022, Vol. 54 Issue 6, p1-25. 25p.
Akademický článek
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Publikováno v:
In Expert Systems With Applications 1 March 2016 45:438-449
Autor:
Berry, Alina, Delany, Sarah Jane
Publikováno v:
Other resources
The problem of gender imbalance in computing higher education has forced academics and professionals to implement a wide range of initiatives. Many initiatives use recruitment or retention numbers as their most obvious evidence of impact. This type o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c3dfe43e2ddeae73301cebdc63b0b29b