38 citations · 144 across the 16 of their papers we have counts for
4 papers · 1 filter
FARF: A Fair and Adaptive Random Forests Classifier
Wenbin Zhang, Albert Bifet, Xiangliang Zhang +2
As Artificial Intelligence (AI) is used in more applications, the need to consider and mitigate biases from the learned models has followed. Most works in developing fair learning…
EduCOR: An Educational and Career-Oriented Recommendation Ontology
Eleni Ilkou, Hasan Abu-Rasheed, Mohammadreza Tavakoli +4
With the increased dependence on online learning platforms and educational resource repositories, a unified representation of digital learning resources becomes essential to suppor…
Hashing-Accelerated Graph Neural Networks for Link Prediction
Wei Wu, Bin Li, Chuan Luo +1
Networks are ubiquitous in the real world. Link prediction, as one of the key problems for network-structured data, aims to predict whether there exists a link between two nodes. T…
Data augmentation for dealing with low sampling rates in NILM
Tai Le Quy, Sergej Zerr, Eirini Ntoutsi +1
Data have an important role in evaluating the performance of NILM algorithms. The best performance of NILM algorithms is achieved with high-quality evaluation data. However, many e…