Alessandro Muscoloni
According to our database1,
Alessandro Muscoloni
authored at least 15 papers
between 2014 and 2024.
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Bibliography
2024
Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2021
Geometrical inspired pre-weighting enhances Markov clustering community detection in complex networks.
Appl. Netw. Sci., 2021
2020
CoRR, 2020
2019
PhD thesis, 2019
Angular separability of data clusters or network communities in geometrical space and its relevance to hyperbolic embedding.
CoRR, 2019
2018
Latent Geometry Inspired Graph Dissimilarities Enhance Affinity Propagation Community Detection in Complex Networks.
CoRR, 2018
Minimum curvilinear automata with similarity attachment for network embedding and link prediction in the hyperbolic space.
CoRR, 2018
2017
A nonuniform popularity-similarity optimization (nPSO) model to efficiently generate realistic complex networks with communities.
CoRR, 2017
Local-ring network automata and the impact of hyperbolic geometry in complex network link-prediction.
CoRR, 2017
Rich-clubness test: how to determine whether a complex network has or doesn't have a rich-club?
CoRR, 2017
Can local-community-paradigm and epitopological learning enhance our understanding of how local brain connectivity is able to process, learn and memorize chronic pain?
Appl. Netw. Sci., 2017
2016
Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space.
CoRR, 2016
2014
Proceedings of the 2014 International Conference on 3D Imaging, 2014