Výsledky vyhledávání - • Mathematics of computing → Graph algorithms KEYWORDS Network embedding

Novel drug-target interactions via link prediction and network embedding Autor Amiri Souri, E., Laddach, R., Karagiannis, S. N., Papageorgiou, L. G., Tsoka, S.

“… Results We report DT2Vec, a pipeline for DTI prediction based on graph embedding and gradient boosted tree classification…”
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Development of message passing-based graph convolutional networks for classifying cancer pathology reports Autor Yoon, Hong-Jun, Klasky, Hilda B., Blanchard, Andrew E., Christian, J. Blair, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia D.

“…Background Applying graph convolutional networks (GCN) to the classification of free-form natural language texts leveraged by graph-of-words features (TextGCN…”
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An Approach Based on Cross-Attention Mechanism and Label-Enhancement Algorithm for Legal Judgment Prediction Autor Chen, Junyi, Zhang, Xuanqing, Zhou, Xiabing, Han, Yingjie, Zhou, Qinglei

“… To address these issues, we first construct a crime similarity graph and then perform a distillation operation…”
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