Mauro Sozio

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 33

Top Topics

Anomaly Detection

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Yajing Zhi, Lanfang Kong, Samed Atouati, T.-H. Hubert Chan, Mauro Sozio
Explaining Cryptocurrency Price Trends: Statistical Analysis of Social Media Posts vs Market Prices. CACML (2024)
Oana Balalau, Francesco Bonchi, T.-H. Hubert Chan, Francesco Gullo, Mauro Sozio, Hao Xie
Finding Subgraphs with Maximum Total Density and Limited Overlap in Weighted Hypergraphs. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
T.-H. Hubert Chan, Silvio Lattanzi, Mauro Sozio, Bo Wang
Fully Dynamic k-Center Clustering with Outliers. Algorithmica 86 (1) (2024)
Lanfang Kong, Alexis Huet, Dario Rossi, Mauro Sozio
Tree-based Kendall's τ Maximization for Explainable Unsupervised Anomaly Detection. ICDM (2023)
Marco Bressan, Gabriel Damay, Mauro Sozio
Fully-Dynamic Decision Trees. AAAI (2023)
Marco Bressan, Mauro Sozio
Fully-Dynamic Approximate Decision Trees With Worst-Case Update Time Guarantees. CoRR (2023)
T.-H. Hubert Chan, Arnaud Guerquin, Shuguang Hu, Mauro Sozio
Fully Dynamic $k$k-Center Clustering With Improved Memory Efficiency. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Maroua Bahri, Flavia Salutari, Andrian Putina, Mauro Sozio
AutoML: state of the art with a focus on anomaly detection, challenges, and research directions. Int. J. Data Sci. Anal. 14 (2) (2022)
Rediet Abebe, T.-H. Hubert Chan, Jon M. Kleinberg, Zhibin Liang, David C. Parkes, Mauro Sozio, Charalampos E. Tsourakakis
Opinion Dynamics Optimization by Varying Susceptibility to Persuasion via Non-Convex Local Search. ACM Trans. Knowl. Discov. Data 16 (2) (2022)
T.-H. Hubert Chan, Silvio Lattanzi, Mauro Sozio, Bo Wang
Fully Dynamic k-Center Clustering with Outliers. COCOON (2022)
Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio
AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. DSAA (2022)
Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. AICCSA (2022)
Marco Bressan, Gabriel Damay, Mauro Sozio
Fully-Dynamic Decision Trees. CoRR (2022)
T.-H. Hubert Chan, Mauro Sozio, Bintao Sun
Distributed approximate k-core decomposition and min-max edge orientation: Breaking the diameter barrier. J. Parallel Distributed Comput. 147 (2021)
Rediet Abebe, T.-H. Hubert Chan, Jon M. Kleinberg, Zhibin Liang, David C. Parkes, Mauro Sozio, Charalampos E. Tsourakakis
Opinion Dynamics with Varying Susceptibility to Persuasion via Non-Convex Local Search. CoRR (2020)
Francesco Bonchi, Lorenzo Severini, Mauro Sozio
Better Fewer but Better: Community Search with Outliers. CoRR (2020)
Bintao Sun, T.-H. Hubert Chan, Mauro Sozio
Fully Dynamic Approximate k-Core Decomposition in Hypergraphs. ACM Trans. Knowl. Discov. Data 14 (4) (2020)
Samed Atouati, Xiao Lu, Mauro Sozio
Negative Purchase Intent Identification in Twitter. WWW (2020)
Francesco Bonchi, Lorenzo Severini, Mauro Sozio
Better Fewer but Better: Community Search with Outliers. WI/IAT (2020)
Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti
Finding events in temporal networks: segmentation meets densest subgraph discovery. Knowl. Inf. Syst. 62 (4) (2020)
Andrian Putina, Mauro Sozio, Dario Rossi, José M. Navarro
Random Histogram Forest for Unsupervised Anomaly Detection. ICDM (2020)
Bintao Sun, Maximilien Danisch, T.-H. Hubert Chan, Mauro Sozio
KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large Graphs. Proc. VLDB Endow. 13 (10) (2020)
T.-H. Hubert Chan, Mauro Sozio, Bintao Sun
Distributed Approximate k-Core Decomposition and Min-Max Edge Orientation: Breaking the Diameter Barrier. IPDPS (2019)
T.-H. Hubert Chan, Zhibin Liang, Mauro Sozio
Revisiting Opinion Dynamics with Varying Susceptibility to Persuasion via Non-Convex Local Search. WWW (2019)
Oana Balalau, Carlos Castillo, Mauro Sozio
EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. CoRR (2019)
T.-H. Hubert Chan, Arnaud Guerqin, Mauro Sozio
-Center Clustering. WWW (2018)
Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti
Finding events in temporal networks: Segmentation meets densest-subgraph discovery. CoRR (2018)
Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti
Finding Events in Temporal Networks: Segmentation Meets Densest-Subgraph Discovery. ICDM (2018)
Oana Balalau, Carlos Castillo, Mauro Sozio
EviDense: A Graph-Based Method for Finding Unique High-Impact Events with Succinct Keyword-Based Descriptions. ICWSM (2018)
Maximilien Danisch, Oana Balalau, Mauro Sozio
Listing k-cliques in Sparse Real-World Graphs. WWW (2018)
Maximilien Danisch, T.-H. Hubert Chan, Mauro Sozio
Large Scale Density-friendly Graph Decomposition via Convex Programming. WWW (2017)
Matthaios Letsios, Oana Denisa Balalau, Maximilien Danisch, Emmanuel Orsini, Mauro Sozio
Finding Heaviest k-Subgraphs and Events in Social Media. ICDM Workshops (2016)
Raman Samusevich, Maximilien Danisch, Mauro Sozio
Local triangle-densest subgraphs. ASONAM (2016)
Oana Denisa Balalau, Francesco Bonchi, T.-H. Hubert Chan, Francesco Gullo, Mauro Sozio
Finding Subgraphs with Maximum Total Density and Limited Overlap. WSDM (2015)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Mauro Sozio
Scalable Facility Location for Massive Graphs on Pregel-like Systems. CIKM (2015)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Mauro Sozio
Scalable Facility Location for Massive Graphs on Pregel-like Systems. CoRR (2015)
Michele Spina, Dario Rossi, Mauro Sozio, Silviu Maniu, Bogdan Cautis
Snooping Wikipedia vandals with MapReduce. ICC (2015)
Alessandro Epasto, Silvio Lattanzi, Mauro Sozio
Efficient Densest Subgraph Computation in Evolving Graphs. WWW (2015)
Faraz Makari Manshadi, Baruch Awerbuch, Rainer Gemulla, Rohit Khandekar, Julián Mestre, Mauro Sozio
A Distributed Algorithm for Large-Scale Generalized Matching. Proc. VLDB Endow. 6 (9) (2013)
Ndapandula Nakashole, Mauro Sozio, Fabian M. Suchanek, Martin Theobald
Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules. VLDS (2012)
Imen Ben Dhia, Talel Abdessalem, Mauro Sozio
Primates: a privacy management system for social networks. CIKM (2012)
Gianmarco De Francisci Morales, Aristides Gionis, Mauro Sozio
Social Content Matching in MapReduce. Proc. VLDB Endow. 4 (7) (2011)
Maximilian Dylla, Mauro Sozio, Martin Theobald
Resolving Temporal Conflicts in Inconsistent RDF Knowledge Bases. BTW (2011)
Tomasz Tylenda, Mauro Sozio, Gerhard Weikum
Einstein: physicist or vegetarian? summarizing semantic type graphs for knowledge discovery. WWW (Companion Volume) (2011)
Gianmarco De Francisci Morales, Aristides Gionis, Mauro Sozio
Social content matching in MapReduce CoRR (2011)
Alessandro Panconesi, Mauro Sozio
Fast primal-dual distributed algorithms for scheduling and matching problems. Distributed Comput. 22 (4) (2010)
Mauro Sozio, Aristides Gionis
The community-search problem and how to plan a successful cocktail party. KDD (2010)
Fabian M. Suchanek, Mauro Sozio, Gerhard Weikum
SOFIE: a self-organizing framework for information extraction. WWW (2009)
Gjergji Kasneci, Maya Ramanath, Mauro Sozio, Fabian M. Suchanek, Gerhard Weikum
STAR: Steiner-Tree Approximation in Relationship Graphs. ICDE (2009)
Klaus Berberich, Srikanta J. Bedathur, Mauro Sozio, Gerhard Weikum
Bridging the Terminology Gap in Web Archive Search. WebDB (2009)
Mauro Sozio, Thomas Neumann, Gerhard Weikum
Near-optimal dynamic replication in unstructured peer-to-peer networks. PODS (2008)
Fabrizio Grandoni, Jochen Könemann, Alessandro Panconesi, Mauro Sozio
A Primal-Dual Bicriteria Distributed Algorithm for Capacitated Vertex Cover. SIAM J. Comput. 38 (3) (2008)
Mauro Sozio, Josiane Xavier Parreira, Tom Crecelius, Gerhard Weikum
Good Guys vs. Bad Guys: Countering Cheating in Peer-to-Peer Authority Computations over Social Networks. WebDB (2008)
Alessandro Panconesi, Mauro Sozio
Fast distributed scheduling via primal-dual. SPAA (2008)
Flavio Chierichetti, Alessandro Panconesi, Prabhakar Raghavan, Mauro Sozio, Alessandro Tiberi, Eli Upfal
Finding near neighbors through cluster pruning. PODS (2007)
David B. Shmoys, Mauro Sozio
Approximation Algorithms for 2-Stage Stochastic Scheduling Problems. IPCO (2007)
Devdatt P. Dubhashi, C. Johansson, Olle Häggström, Alessandro Panconesi, Mauro Sozio
Irrigating ad hoc networks in constant time. SPAA (2005)
Fabrizio Grandoni, Jochen Könemann, Alessandro Panconesi, Mauro Sozio
Primal-dual based distributed algorithms for vertex cover with semi-hard capacities. PODC (2005)
Alessandro Panconesi, Mauro Sozio
Fast Hare: A Fast Heuristic for Single Individual SNP Haplotype Reconstruction. WABI (2004)