57 citations · 122 across the 4 of their papers we have counts for
4 papers
Multifractal Characterization of Protein Contact Networks
Enrico Maiorino, Lorenzo Livi, Alessandro Giuliani +2
The multifractal detrended fluctuation analysis of time series is able to reveal the presence of long-range correlations and, at the same time, to characterize the self-similarity…
Entropic one-class classifiers
Lorenzo Livi, Alireza Sadeghian, Witold Pedrycz
The one-class classification problem is a well-known research endeavor in pattern recognition. The problem is also known under different names, such as outlier and novelty/anomaly…
Data granulation by the principles of uncertainty
Lorenzo Livi, Alireza Sadeghian
Researches in granular modeling produced a variety of mathematical models, such as intervals, (higher-order) fuzzy sets, rough sets, and shadowed sets, which are all suitable to ch…
Modeling and Recognition of Smart Grid Faults by a Combined Approach of Dissimilarity Learning and One-Class Classification
Enrico De Santis, Lorenzo Livi, Alireza Sadeghian +1
Detecting faults in electrical power grids is of paramount importance, either from the electricity operator and consumer viewpoints. Modern electric power grids (smart grids) are e…