137 citations · 153 across the 6 of their papers we have counts for
5 papers
INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision]
Sihem Amer-Yahia, Georgia Koutrika, Frederic Bastian +25
A full-fledged data exploration system must combine different access modalities with a powerful concept of guiding the user in the exploration process, by being reactive and antici…
A Bayesian machine scientist to aid in the solution of challenging scientific problems
Roger Guimera, Ignasi Reichardt, Antoni Aguilar-Mogas +4
Closed-form, interpretable mathematical models have been instrumental for advancing our understanding of the world; with the data revolution, we may now be in a position to uncover…
Measuring the academic reputation through citation networks via PageRank
Francesco Alessandro Massucci, Domingo Docampo
The objective assessment of the prestige of an academic institution is a difficult and hotly debated task. In the last few years, different types of University Rankings have been p…
Inferring propagation paths for sparsely observed perturbations on complex networks
Francesco Alessandro Massucci, Jonathan Wheeler, Raul Beltran-Debon +3
In a complex system, perturbations propagate by following paths on the network of interactions among the system's units. In contrast to what happens with the spreading of epidemics…
On the role of conserved moieties in shaping the robustness and production capabilities of reaction networks
Andrea De Martino, Carlotta Martelli, Francesco A. Massucci
We study a simplified, solvable model of a fully-connected metabolic network with constrained quenched disorder to mimic the conservation laws imposed by stoichiometry on chemical…