Alessandro Muscoloni

15 papers A* 1Journal 12Unranked 1

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