Giulia Preti

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Mining Frequent

Top Venues

Distributed Parallel Databases

Publications

Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato
Alice and the Caterpillar: A more descriptive null model for assessing data mining results. Knowl. Inf. Syst. 66 (3) (2024)
Giulia Preti, Adriano Fazzone, Giovanni Petri, Gianmarco De Francisci Morales
A Higher-Order Lens for Social Systems. CoRR (2024)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
Hyper-distance oracles in hypergraphs. VLDB J. 33 (5) (2024)
Carlo Abrate, Giulia Preti, Francesco Bonchi
Counterfactual Explanations for Graph Classification Through the Lenses of Density. CoRR (2023)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
Hyper-distance Oracles in Hypergraphs. CoRR (2023)
Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato
An impossibility result for Markov Chain Monte Carlo sampling from micro-canonical bipartite graph ensembles. CoRR (2023)
Carlo Abrate, Giulia Preti, Francesco Bonchi
Counterfactual Explanations for Graph Classification Through the Lenses of Density. xAI (1) (2023)
Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato
MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling. ACM Trans. Intell. Syst. Technol. 14 (3) (2023)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
FreSCo: Mining Frequent Patterns in Simplicial Complexes. WWW (2022)
Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato
Alice and the Caterpillar: A More Descriptive Null Model for Assessing Data Mining Results. ICDM (2022)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
FreSCo: Mining Frequent Patterns in Simplicial Complexes. CoRR (2022)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
STruD: Truss Decomposition of Simplicial Complexes. WWW (2021)
Giulia Preti, Matteo Lissandrini, Davide Mottin, Yannis Velegrakis
Mining patterns in graphs with multiple weights. Distributed Parallel Databases 39 (2) (2021)
Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis
Discovering Dense Correlated Subgraphs in Dynamic Networks. CoRR (2021)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
STruD: Truss Decomposition of Simplicial Complexes. CoRR (2021)
Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato
MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling. KDD (2021)
Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis
Discovering Dense Correlated Subgraphs in Dynamic Networks. PAKDD (1) (2021)
Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis
Mining Dense Subgraphs with Similar Edges. ECML/PKDD (3) (2020)
Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis
Mining Dense Subgraphs with Similar Edges. CoRR (2020)
Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis
ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks. ICDM Workshops (2019)
Giulia Preti, Matteo Lissandrini, Davide Mottin, Yannis Velegrakis
Beyond Frequencies: Graph Pattern Mining in Multi-weighted Graphs. EDBT (2018)