88 citations · 405 across the 16 of their papers we have counts for
16 papers
Identifying user habits through data mining on call data records
Filippo Maria Bianchi, Antonello Rizzi, Alireza Sadeghian +1
In this paper we propose a framework for identifying patterns and regularities in the pseudo-anonymized Call Data Records (CDR) pertaining a generic subscriber of a mobile operator…
A Hierarchical Genetic Optimization of a Fuzzy Logic System for Flow Control in Micro Grids
Enrico De Santis, Antonello Rizzi, Alireza Sadeghian
Bio-inspired algorithms like Genetic Algorithms and Fuzzy Inference Systems (FIS) are nowadays widely adopted as hybrid techniques in commercial and industrial environment. In this…
Data-driven detrending of nonstationary fractal time series with echo state networks
Enrico Maiorino, Filippo Maria Bianchi, Lorenzo Livi +2
In this paper, we propose a novel data-driven approach for removing trends (detrending) from nonstationary, fractal and multifractal time series. We consider real-valued time serie…
Discrimination and characterization of Parkinsonian rest tremors by analyzing long-term correlations and multifractal signatures
Lorenzo Livi, Alireza Sadeghian, Hamid Sadeghian
In this paper, we analyze 48 signals of rest tremor velocity related to 12 distinct subjects affected by Parkinson's disease. The subjects belong to two different groups, formed by…
A generative model for protein contact networks
Lorenzo Livi, Enrico Maiorino, Alessandro Giuliani +2
In this paper we present a generative model for protein contact networks. The soundness of the proposed model is investigated by focusing primarily on mesoscopic properties elabora…
On the long-term correlations and multifractal properties of electric arc furnace time series
Lorenzo Livi, Enrico Maiorino, Antonello Rizzi +1
In this paper, we study long-term correlations and multifractal properties elaborated from time series of three-phase current signals coming from an industrial electric arc furnace…