150 citations · 223 across the 8 of their papers we have counts for
8 papers
Plotting time: On the usage of CNNs for time series classification
Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo +4
We present a novel approach for time series classification where we represent time series data as plot images and feed them to a simple CNN, outperforming several state-of-the-art…
Modeling the effects of variable feeding patterns of larval ticks on the transmission of Borrelia lusitaniae and Borrelia afzelii
Luca Ferreri, Silvia Perazzo, Ezio Venturino +3
Spirochetes belonging to the Borrelia burgdoferi sensu lato (sl) group cause Lyme Borreliosis (LB), which is the most commonly reported vector-borne zoonosis in Europe. B. burgdorf…
Non-systemic transmission of tick-borne diseases: a network approach
Luca Ferreri, Paolo Bajardi, Mario Giacobini
Tick-Borne diseases can be transmitted via non-systemic (NS) transmission. This occurs when tick gets the infection by co-feeding with infected ticks on the same host resulting in…
Pattern of tick aggregation on mice: larger than expected distribution tail enhances the spread of tick-borne pathogens
Luca Ferreri, Mario Giacobini, Paolo Bajardi +5
The spread of tick-borne pathogens represents an important threat to human and animal health in many parts of Eurasia. Here, we analysed a 9-year time series of Ixodes ricinus tick…
Interplay of network dynamics and ties heterogeneity on spreading dynamics
Luca Ferreri, Paolo Bajardi, Mario Giacobini +2
The structure of a network dramatically affects the spreading phenomena unfolding upon it. The contact distribution of the nodes has long been recognized as the key ingredient in i…
Dynamics of Unperturbed and Noisy Generalized Boolean Networks
Christian Darabos, Marco Tomassini, Mario Giacobini
For years, we have been building models of gene regulatory networks, where recent advances in molecular biology shed some light on new structural and dynamical properties of such h…