DDeMON: Ontology-based function prediction by Deep Learning from Dynamic Multiplex Networks.
CoRR, 2023
Deep node ranking for neuro-symbolic structural node embedding and classification.
Int. J. Intell. Syst., 2022
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification.
Comput. Speech Lang., 2021
Embedding-based Silhouette community detection.
Mach. Learn., 2020
Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture.
Mach. Learn. Knowl. Extr., 2019
NetSDM: Semantic Data Mining with Network Analysis.
J. Mach. Learn. Res., 2019
CBSSD: community-based semantic subgroup discovery.
J. Intell. Inf. Syst., 2019
Deep Node Ranking: an Algorithm for Structural Network Embedding and End-to-End Classification.
CoRR, 2019
Py3plex toolkit for visualization and analysis of multilayer networks.
Appl. Netw. Sci., 2019
Symbolic Graph Embedding Using Frequent Pattern Mining.
Proceedings of the Discovery Science - 22nd International Conference, 2019
HINMINE: heterogeneous information network mining with information retrieval heuristics.
J. Intell. Inf. Syst., 2018
Targeted End-to-End Knowledge Graph Decomposition.
Proceedings of the Inductive Logic Programming - 28th International Conference, 2018
Py3plex: A Library for Scalable Multilayer Network Analysis and Visualization.
Proceedings of the Complex Networks and Their Applications VII, 2018
Community-Based Semantic Subgroup Discovery.
Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017
Explaining mixture models through semantic pattern mining and banded matrix visualization.
Mach. Learn., 2016
Network Ranking Assisted Semantic Data Mining.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
Heterogeneous Network Decomposition and Weighting with Text Mining Heuristics.
Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015
Mining Text Enriched Heterogeneous Citation Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015