People

Mauro Sozio

Mauro Sozio

Institution:

■ Institut Mines-Telecom

Office:

4C26

Homepage:

Groups:

Associate member of the LINCS

Articles

Parfaite: PageRank-Matrix Factorization for Interpretable Graph Embeddings,
Gabriel Damay, Mauro Sozio ■,
ASONAM 2024

Explaining Cryptocurrency Price Trends: Statistical Analysis of Social Media Posts vs Market Prices,
Yajing Zhi, Lanfang Kong, Samed Atouati, Hubert Chan, Mauro Sozio ■,
CACML 2024

Fully-Dynamic Approximate Decision Trees With Worst-Case Update Time Guarantees,
Marco Bressan, Mauro Sozio ■,
ICML 2024

Efficient Streaming Algorithms for Graphlet Sampling,
Yann Bourreau, Marco Bressan, Hubert Chan, Qipeng Kuang, Mauro Sozio ■,
NeurIPS 2024

Fully-Dynamic Decision Trees,
Marco Bressan, Gabriel Damay, Mauro Sozio ■,
AAAI 2023

Tree-based Kendall's τ Maximization for Explainable Unsupervised Anomaly Detection,
Lanfang Kong, Alexis Huet, Dario Rossi, Mauro Sozio ■,
ICDM 2023

STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams,
Stefan Nesic, Andrian Putina ■, Maroua Bahri, Alexis Huet, Jose Manuel Navarro, Dario Rossi, Mauro Sozio ■,
AICCSA 2022, Abu Dhabi, United Arab Emirates

AutoAD: an Automated Framework for Unsupervised Anomaly Detection,
Andrian Putina ■, Maroua Bahri, Flavia Salutari, Mauro Sozio ■,
DSAA 2022 - IEEE International Conference on Data Science and Advanced Analytics 2022, Paris / Virtual Event, France

AutoAD: an Automated Framework for Unsupervised Anomaly Detectio,
Andrian Putina ■, Maroua Bahri, Flavia Salutari, Mauro Sozio ■,
DSAA 2022

Random Histogram Forest for Unsupervised Anomaly Detection,
Andrian Putina ■, Mauro Sozio ■, Dario Rossi, Jose Manuel Navarro,
ICDM 2020

Better Fewer but Better: Community Search with Outliers,
Francesco Bonchi, Lorenzo Severini, Mauro Sozio ■,
WI/IAT 2020

Negative Purchase Intent Identification in Twitter,
Samed Atouati, Xiao Lu, Mauro Sozio ■,
WWW 2020

Opinion Dynamics with Varying Susceptibility to Persuasion via Non-Convex Local Search,
Rediet Abebe, Hubert Chan, Jon Kleinberg, Zhibin Liang, David Parkes, Mauro Sozio ■, Charalampos Tsourakakis,
CoRR 2020

EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions,
Oana Balalau, Carlos Castillo, Mauro Sozio ■,
CoRR 2019, Stanford, United States

Revisiting Opinion Dynamics with Varying Susceptibility to Persuasion via Non-Convex Local Search,
Hubert Chan, Zhibin Liang, Mauro Sozio ■,
WWW 2019, San Francisco, United States

Fully Dynamic k-Center Clustering,
Hubert Chan, Arnaud Guerquin, Mauro Sozio,
WWW 2018, Lyon, France

Listing k-cliques in Sparse Real-World Graphs,
Maximilien Danisch, Oana Balalau, Mauro Sozio,
WWW 2018, Lyon, France

Large Scale Density-friendly Graph Decomposition via Convex Programming,
Maximilien Danisch, Hubert Chan, Mauro Sozio,
WWW 2017, Perth, Australia

Finding Heaviest k-Subgraphs and Events in Social Media,
Matthaios Letsios, Oana Denisa Balalau, Maximilien Danisch, Emmanuel Orsini, Mauro Sozio,
ICDM Workshops 2016, Barcelona, Spain

Local triangle-densest subgraphs,
Raman Samusevich, Maximilien Danisch, Mauro Sozio,
ASONAM 2016, San Francisco, CA, United States

Scalable Facility Location for Massive Graphs on Pregel-like Systems,
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Mauro Sozio,
CIKM 2015, Melbourne, Australia

Efficient Densest Subgraph Computation in Evolving Graphs,
Alessandro Epasto, Silvio Lattanzi, Mauro Sozio,
WWW 2015, Florence, Italy

Finding Subgraphs with Maximum Total Density and Limited Overlap,
Oana Denisa Balalau, Francesco Bonchi, Hubert Chan, Francesco Gullo, Mauro Sozio,
WSDM 2015, Shanghai, China

Snooping Wikipedia vandals with MapReduce,
Michele Spina, Dario Rossi ■, Mauro Sozio, Silviu Maniu, Bogdan Cautis,
ICC 2015, London, United Kingdom

Primates: a privacy management system for social networks,
Imen Ben Dhia, Talel Abdessalem, Mauro Sozio,
CIKM 2012, Maui, Hawaii, United States

Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules,
Ndapandula Nakashole, Mauro Sozio, Fabian Suchanek, Martin Theobald,
VLDS (Very large data search) 2012

Resolving Temporal Conflicts in Inconsistent RDF Knowledge Bases,
Maximilian Dylla, Mauro Sozio, Martin Theobald,
BTW 2011

Einstein: physicist or vegetarian? summarizing semantic type graphs for knowledge discovery,
Tomasz Tylenda, Mauro Sozio, Gerhard Weikum,
WWW 2011

The community-search problem and how to plan a successful cocktail party,
Mauro Sozio, Aristides Gionis,
KDD 2010

STAR: Steiner-Tree Approximation in Relationship Graphs,
Gjergji Kasneci, Maya Ramanath, Mauro Sozio, Fabian Suchanek, Gerhard Weikum,
ICDE 2009

Bridging the Terminology Gap in Web Archive Search,
Klaus Berberich, Srikanta Bedathur, Mauro Sozio, Gerhard Weikum,
WebDB 2009

SOFIE: a self-organizing framework for information extraction,
Fabian Suchanek, Mauro Sozio, Gerhard Weikum,
WWW 2009

Near-optimal dynamic replication in unstructured peer-to-peer networks,
Mauro Sozio, Thomas Neumann, Gerhard Weikum,
PODS 2008

Fast distributed scheduling via primal-dual,
Alessandro Panconesi, Mauro Sozio,
SPAA 2008

Good Guys vs. Bad Guys: Countering Cheating in Peer-to-Peer Authority Computations over Social Networks,
Mauro Sozio, Josiane Xavier Parreira, Tom Crecelius, Gerhard Weikum,
WebDB 2008

Approximation Algorithms for 2-Stage Stochastic Scheduling Problems,
David Shmoys, Mauro Sozio,
IPCO 2007

Finding near neighbors through cluster pruning,
Flavio Chierichetti, Alessandro Panconesi, Prabhakar Raghavan, Mauro Sozio, Alessandro Tiberi, Eli Upfal,
PODS 2007

Primal-dual based distributed algorithms for vertex cover with semi-hard capacities,
Fabrizio Grandoni, Jochen Konemann, Alessandro Panconesi, Mauro Sozio,
PODC 2005

Irrigating ad hoc networks in constant time,
Devdatt Dubhashi, Johansson, Olle Haggstrom, Alessandro Panconesi, Mauro Sozio,
SPAA 2005

Fast Hare: A Fast Heuristic for Single Individual SNP Haplotype Reconstruction,
Alessandro Panconesi, Mauro Sozio,
WABI 2004

Journal articles

Finding Subgraphs with Maximum Total Density and Limited Overlap in Weighted Hypergraphs,
Oana Balalau, Francesco Bonchi, Hubert Chan, Francesco Gullo, Mauro Sozio ■, Hao Xie,
ACM Transactions on Knowledge Discovery from Data (TKDD) 2024

Fully Dynamic k-Center Clustering with Outliers,
Hubert Chan, Silvio Lattanzi, Mauro Sozio ■, Bo Wang,
Algorithmica 2024

AutoML: state of the art with a focus on anomaly detection, challenges, and research directions,
Maroua Bahri, Flavia Salutari, Andrian Putina ■, Mauro Sozio ■,
International Journal of Data Science and Analytics 2022

Opinion Dynamics Optimization by Varying Susceptibility to Persuasion via Non-Convex Local Search,
Rediet Abebe, Hubert Chan, Jon Kleinberg, Zhibin Liang, David Parkes, Mauro Sozio ■, Charalampos Tsourakakis,
ACM Trans. Knowl. Discov. Data 2022

Fully Dynamic $k$k-Center Clustering With Improved Memory Efficiency,
Hubert Chan, Arnaud Guerquin, Shuguang Hu, Mauro Sozio ■,
IEEE Trans. Knowl. Data Eng. 2022

Distributed approximate k-core decomposition and min-max edge orientation: Breaking the diameter barrier,
Hubert Chan, Mauro Sozio ■, Bintao Sun,
J. Parallel Distributed Comput. 2021, Rio de Janeiro, Brazil

KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large Graphs,
Bintao Sun, Maximilien Danisch, Hubert Chan, Mauro Sozio ■,
Proceedings of the VLDB Endowment (PVLDB) 2020

Finding events in temporal networks: segmentation meets densest subgraph discovery,
Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio ■, Nikolaj Tatti,
Knowl. Inf. Syst. 2020, Singapour, Singapore

Fully Dynamic Approximate k-Core Decomposition in Hypergraphs,
Bintao Sun, Hubert Chan, Mauro Sozio ■,
ACM Trans. Knowl. Discov. Data 2020

A Distributed Algorithm for Large-Scale Generalized Matching,
Faraz Makari Manshadi, Baruch Awerbuch, Rainer Gemulla, Rohit Khandekar, Julian Mestre, Mauro Sozio,
PVLDB (Proceedings of the VLDB Endowment) 2013

Social Content Matching in MapReduce,
Gianmarco De Francisci Morales, Aristides Gionis, Mauro Sozio,
VLDB 2011

Fast primal-dual distributed algorithms for scheduling and matching problems,
Alessandro Panconesi, Mauro Sozio,
Distributed Comput. 2010

A Primal-Dual Bicriteria Distributed Algorithm for Capacitated Vertex Cover,
Fabrizio Grandoni, Jochen Konemann, Alessandro Panconesi, Mauro Sozio,
SIAM J. Comput. 2008

Patent

System and method of matching content items and consumers,
Aristides Gionis, Gianmarco De Francisci Morales, Mauro Sozio,
2014, United States

Generated using minifold and minifold-lincs at 2025-03-31 17:01.