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Social network graphs, knowledge graphs, citation networks, molecular graphs for GNN, web link graphs
428 datasets
Simulation data analyzes the functional efficiency of modular versus non-modular neural networks across different sizes. The study includes detailed comparisons for 'small' and 'large' network size classes and a broader analysis across a range of network sizes. It was authored by Colin R. Tosh and published in 2020.
A dataset of nearly 100,000 informatics resources, including software tools and databases, with pre-computed u-Index impact scores derived from open access publication citations. It distinguishes between 'awareness' and 'usage' citation contexts to measure resource impact over time. The dataset was compiled by Alison Callahan and made public in 2020.
Comprising correlation networks from mouse microarray experiments, used to evaluate the ConfeitoGUI toolkit for size-sensitive community detection. The toolkit was developed by Yoshiyuki Ogata and published in 2020.
Neuroimaging and social network data from a study of older adults in a village-wide global network. It was used to investigate associations between regional brain volumes (e.g., orbitofrontal cortex, dorsomedial prefrontal cortex) and in-degree social network size, a measure of social ties identified by others. The dataset was authored by Seyul Kwak and published in 2020.
Curated by maxuewei2 and last updated in July 2020, this repository aggregates various datasets for graph and social network research. It provides a centralized collection of network structures under an MIT license for academic and algorithmic testing.
Multiple datasets for knowledge graph completion featuring structured triples and corresponding textual descriptions for entities. The data facilitates the training of embedding models that leverage both graph topology and natural language semantics to predict missing links.
bxshi released this repository in 2019 to support the ConMask model for open-world knowledge graph completion. It provides data and TensorFlow code for representation learning and network embedding, specifically targeting entities not seen during training.
2012 deployments of five Ice Mass Balance Buoys and two automatic weather stations during the SIPEX II voyage of the Aurora Australis. The buoys and stations were deployed on specific ice floes and helicopter flights, primarily on floes 2012103 and 20121029. The data was collected by the organization AU_AADC.