1 code implementation • 29 Mar 2020 • Mengqiao Xu, Qian Pan, Alessandro Muscoloni, Haoxiang Xia, Carlo Vittorio Cannistraci
Around 80% of global trade by volume is transported by sea, and thus the maritime transportation system is fundamental to the world economy.
Physics and Society
no code implementations • 2 Mar 2020 • Yan Ge, Philipp Rosendahl, Claudio Durán, Nicole Töpfner, Sara Ciucci, Jochen Guck, Carlo Vittorio Cannistraci
With this motivation, our goal here is to investigate the extent to which an unsupervised machine learning methodology, which is applied exclusively on morpho-rheological markers obtained by real-time deformability and fluorescence cytometry (RT-FDC), can address the difficult task of providing label-free discrimination of reticulocytes from mature red blood cells.
no code implementations • 28 Jun 2019 • Alessandro Muscoloni, Carlo Vittorio Cannistraci
The second is that ASI can be successfully applied to detect the intrinsic dimensionality of network structures that grow in a hidden geometrical space.
no code implementations • 12 Apr 2018 • Carlo Vittorio Cannistraci, Alessandro Muscoloni
Our results demonstrate that the latent geometry inspired dissimilarity measures we design bring affinity propagation to equal or outperform current state of the art methods for community detection.
no code implementations • 21 Feb 2016 • Josephine Maria Thomas, Alessandro Muscoloni, Sara Ciucci, Ginestra Bianconi, Carlo Vittorio Cannistraci
Complex network topologies and hyperbolic geometry seem specularly connected, and one of the most fascinating and challenging problems of recent complex network theory is to map a given network to its hyperbolic space.