42 citations · 107 across the 9 of their papers we have counts for
9 papers
Weighted Reservoir Sampling With Replacement from Data Streams
Adriano Meligrana, Adriano Fazzone
In this work, we present a new random sampling method for data streams where the probability of an element's inclusion in the sample is proportional to a weight associated with tha…
Higher-order null models as a lens for social systems
Giulia Preti, Adriano Fazzone, Giovanni Petri +1
Despite the widespread adoption of higher-order mathematical structures such as hypergraphs, methodological tools for their analysis lag behind those for traditional graphs. This w…
A Survey on the Densest Subgraph Problem and Its Variants
Tommaso Lanciano, Atsushi Miyauchi, Adriano Fazzone +1
The Densest Subgraph Problem requires to find, in a given graph, a subset of vertices whose induced subgraph maximizes a measure of density. The problem has received a great deal o…
Network Based Approach to Gene Prioritization at Genome-Wide Association Study Loci
Leonardo Martini, Adriano Fazzone, Michele Gentili +2
Motivation: Genome-wide association studies (GWAS) have successfully identified thousands of genetic risk loci for complex traits and diseases. Most of these GWAS loci lie in regul…
Network and Sequence-Based Prediction of Protein-Protein Interactions
Leonardo Martini, Adriano Fazzone, Luca Becchetti
Background:Typically, proteins perform key biological functions by interacting with each other. As a consequence, predicting which protein pairs interact is a fundamental problem.…
Algorithms for Hiring and Outsourcing in the Online Labor Market
Aris Anagnostopoulos, Carlos Castillo, Adriano Fazzone +2
Although freelancing work has grown substantially in recent years, in part facilitated by a number of online labor marketplaces, (e.g., Guru, Freelancer, Amazon Mechanical Turk), t…
Algorithms for Fair Team Formation in Online Labour Marketplaces
Giorgio Barnabò, Adriano Fazzone, Stefano Leonardi +1
As freelancing work keeps on growing almost everywhere due to a sharp decrease in communication costs and to the widespread of Internet-based labour marketplaces (e.g., guru.com, f…
Fair Clustering with Multiple Colors
Matteo Böhm, Adriano Fazzone, Stefano Leonardi +1
A fair clustering instance is given a data set in which every point is assigned some color. Colors correspond to various protected attributes such as sex, ethnicity, or age. A…
Principal Fairness: Removing Bias via Projections
Aris Anagnostopoulos, Luca Becchetti, Adriano Fazzone +2
Reducing hidden bias in the data and ensuring fairness in algorithmic data analysis has recently received significant attention. We complement several recent papers in this line of…