Alessandro Muscoloni

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 13

Top Topics

Network Evolution

Complex Networks

High Similarity

Dimensionality Reduction

Top Venues

Appl. Netw. Sci.

Publications

Yingtao Zhang, Jialin Zhao, Wenjing Wu, Alessandro Muscoloni, Carlo Vittorio Cannistraci
Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning. ICLR (2024)
Claudio Durán, Alessandro Muscoloni, Carlo Vittorio Cannistraci
Geometrical inspired pre-weighting enhances Markov clustering community detection in complex networks. Appl. Netw. Sci. 6 (1) (2021)
Carlo Vittorio Cannistraci, Alessandro Muscoloni
Geometrical congruence and efficient greedy navigability of complex networks. CoRR (2020)
Claudio Durán, A. Acevedo, Sara Ciucci, Alessandro Muscoloni, Carlo V. Cannistraci
Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity. CoRR (2019)
Alessandro Muscoloni, Carlo Vittorio Cannistraci
Angular separability of data clusters or network communities in geometrical space and its relevance to hyperbolic embedding. CoRR (2019)
Alessandro Muscoloni, Carlo Vittorio Cannistraci
Navigability evaluation of complex networks by greedy routing efficiency. CoRR (2019)
Alessandro Muscoloni, Carlo Vittorio Cannistraci
Minimum curvilinear automata with similarity attachment for network embedding and link prediction in the hyperbolic space. CoRR (2018)
Carlo Vittorio Cannistraci, Alessandro Muscoloni
Latent Geometry Inspired Graph Dissimilarities Enhance Affinity Propagation Community Detection in Complex Networks. CoRR (2018)
Alessandro Muscoloni, Carlo Vittorio Cannistraci
Local-ring network automata and the impact of hyperbolic geometry in complex network link-prediction. CoRR (2017)
Vaibhav Narula, Antonio Giuliano Zippo, Alessandro Muscoloni, Gabriele Eliseo M. Biella, Carlo Vittorio Cannistraci
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. 2 (2017)
Alessandro Muscoloni, Carlo Vittorio Cannistraci
A nonuniform popularity-similarity optimization (nPSO) model to efficiently generate realistic complex networks with communities. CoRR (2017)
Alessandro Muscoloni, Carlo Vittorio Cannistraci
Rich-clubness test: how to determine whether a complex network has or doesn't have a rich-club? CoRR (2017)
Josephine Maria Thomas, Alessandro Muscoloni, Sara Ciucci, Ginestra Bianconi, Carlo Vittorio Cannistraci
Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space. CoRR (2016)
Alessandro Muscoloni, Stefano Mattoccia
Real-time tracking with an embedded 3D camera with FPGA processing. IC3D (2014)