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- research-articleJuly 2024
Graph Neural Network contextual embedding for Deep Learning on tabular data
AbstractAll industries are trying to leverage Artificial Intelligence (AI) based on their existing big data which is available in so called tabular form, where each record is composed of a number of heterogeneous continuous and categorical columns also ...
- ArticleSeptember 2014
Network Reconstruction for the Identification of miRNA:mRNA Interaction Networks
Machine Learning and Knowledge Discovery in DatabasesPages 508–511https://doi.org/10.1007/978-3-662-44845-8_46AbstractNetwork reconstruction from data is a data mining task which is receiving a significant attention due to its applicability in several domains. For example, it can be applied in social network analysis, where the goal is to identify connections ...
- ArticleDecember 2010
Towards Community Discovery in Signed Collaborative Interaction Networks
ICDMW '10: Proceedings of the 2010 IEEE International Conference on Data Mining WorkshopsPages 288–295https://doi.org/10.1109/ICDMW.2010.174—We propose a framework for discovery of collaborative community structure in Wiki-based knowledge repositories based on raw-content generation analysis. We leverage topic modelling in order to capture agreement and opposition of contributors and ...