121 citations · 193 across the 15 of their papers we have counts for
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cs.LG2023★ 17 cited
Spatio-Temporal Graph Neural Networks: A Survey
Zahraa Al Sahili, Mariette Awad
Graph Neural Networks have gained huge interest in the past few years. These powerful algorithms expanded deep learning models to non-Euclidean space and were able to achieve state…
cs.LG2023★ 8 cited
An Asymmetric Loss with Anomaly Detection LSTM Framework for Power Consumption Prediction
Jihan Ghanim, Maha Issa, Mariette Awad
Building an accurate load forecasting model with minimal underpredictions is vital to prevent any undesired power outages due to underproduction of electricity. However, the power…
cs.LG2023★ 1 cited
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions
Julia El Zini, Mohammad Mansour, Mariette Awad
Current interpretability methods focus on explaining a particular model's decision through present input features. Such methods do not inform the user of the sufficient conditions…