Titlebook: Inclusive Pedagogical Practices Amidst a Global Pandemic; Issues and Perspecti Lawrence Meda,Jonathan Chitiyo Book 2022 The Editor(s) (if a

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Louis Okon Akpan,Omolara Joy Oluwatuyi-Akpanve the quality of a topic model on three datasets where human annotation is available. Using the adjusted Rand index (ARI), a measure cluster similarity we see an increase of 50% for Twitter data and over 200% for a newsgroup dataset versus using counts, which is the analogue of ASE. For clean data,

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Lusa Lo,Kathy Tsanglestine, Ohio. Our results demonstrate how standard independent cascade models, despite adequately capturing a fast-spreading crisis, may not be sufficient to explain the dynamics of a delayed diffusion. Flint’s dynamics were only captured by manipulating the contagiousness parameter throughout the

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Meaghan Krazinski,Megan E. Cartier pairwise interactions, and iii) A Content-Based Embedding model, which overcomes the cold start issue. The empirical study on real-world datasets proves that E-MIGAN achieves state-of-the-art performance, demonstrating its effectiveness in capturing complex interactions in graph-structured data.

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Efthymia Efthymioues an imbalance classification strategy with heterophily-aware GNNs to effectively address the class imbalance problem while significantly reducing training time. Our experiments on real-world graphs demonstrate our model’s superiority in classification performance and efficiency for node classifica

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