3 papers
cs.MA2024
Robust Reward Placement under Uncertainty
Petros Petsinis, Kaichen Zhang, Andreas Pavlogiannis +2
We consider a problem of placing generators of rewards to be collected by randomly moving agents in a network. In many settings, the precise mobility pattern may be one of several…
cs.DS2024
Seed Selection in the Heterogeneous Moran Process
Petros Petsinis, Andreas Pavlogiannis, Josef Tkadlec +1
The Moran process is a classic stochastic process that models the rise and takeover of novel traits in network-structured populations. In biological terms, a set of mutants, each w…
cs.LG2021
Analysis of key flavors of event-driven predictive maintenance using logs of phenomena described by Weibull distributions
Petros Petsinis, Athanasios Naskos, Anastasios Gounaris
This work explores two approaches to event-driven predictive maintenance in Industry 4.0 that cast the problem at hand as a classification or a regression one, respectively, using…