Stefano Lodi

CoRR, 2021

Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing.

[BibT_eX]

[DOI]

Francisco Alejandro Mena

Antonio Macaluso

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

Reducing distance computations for distance-based outliers.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Quantum Ensemble for Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Quantum Algorithm for Ensemble Learning.

[BibT_eX]

[DOI]

Antonio Macaluso

Proceedings of the 21st Italian Conference on Theoretical Computer Science, 2020

A Variational Algorithm for Quantum Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2020, 2020

Quantum splines for non-linear approximations.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020

2018

Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Advanced Information Networking and Applications Workshops, 2018

2017

Clustering Distributed Short Time Series with Dense Patterns.

[BibT_eX]

[DOI]

Gustavo H. B. S. Oliveira

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

GPU Strategies for Distance-Based Outlier Detection.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee.

[BibT_eX]

[DOI]

Mach. Learn., 2016

Privacy-Awareness of Distributed Data Clustering Algorithms Revisited.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

2014

Accelerating outlier detection with intra- and inter-node parallelism.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013

Distributed Strategies for Mining Outliers in Large Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Training Support Vector Machines using Frank-Wolfe Optimization Methods.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2013

Fast outlier detection using a GPU.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2013

2011

Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010

Learning Multi-Class Support Vector Models from Distributed Data using Core-Sets (Extended Abstract).

[BibT_eX]

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Single-Pass Distributed Learning of Multi-class SVMs Using Core-Sets.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

A Distributed Approach to Detect Outliers in Very Large Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Distributed data clustering in multi-dimensional peer-to-peer networks.

[BibT_eX]

[DOI]

Proceedings of the Database Technologies 2010, 2010

2009

L2-SVM Training with Distributed Data.

[BibT_eX]

[DOI]

Proceedings of the Multiagent System Technologies, 7th German Conference, 2009

2008

Boosting a Network of Semantic Peers.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Semantic peer, here are the neighbors you want!

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

2007

W*-Grid: A Robust Decentralized Cross-layer Infrastructure for Routing and Multi-Dimensional Data Management in Wireless Ad-Hoc Sensor Networks.

[BibT_eX]

[DOI]

Gabriele Monti

Proceedings of the Seventh IEEE International Conference on Peer-to-Peer Computing (P2P 2007), 2007

2006

Privacy-preserving agent-based distributed data clustering.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2006

Inferences on Kernel Density Estimates by Solving Nonlinear Systems.

[BibT_eX]

[DOI]

Stefania Bellavia

Benedetta Morini

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Stream Clustering Based on Kernel Density Estimation.

[BibT_eX]

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2004

VidaMine: a visual data mining environment.

[BibT_eX]

[DOI]

J. Vis. Lang. Comput., 2004

Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Visual Data Mining with VidaMine.

[BibT_eX]

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Distributed Clustering Based on Sampling Local Density Estimates.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

The Role of Agents in Distributed Data Mining: Issues and Benefits.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Issues of agent-based distributed data mining.

[BibT_eX]

[DOI]

Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Agent-Based Distributed Data Mining: The KDEC Scheme.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Agents - The AgentLink Perspective, 2003

2002

Detecting Outbreaks by Time Series Analysis.

[BibT_eX]

[DOI]

Gianfranco Cellarosi

Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

Fully Dynamic Clustering of Metric Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases, 19th British National Conference on Databases, 2002

1999

Efficient Shared Near Neighbours Clustering of Large Metric Data Sets.

[BibT_eX]

[DOI]

Luisella Reami

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

1998

Consistency Checking in Complex Object Database Schemata with Integrity Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1998

1997

ODB-Tool: Validazione di Schemi e Ottimizzazione Semantica On-line per Basi di Dati Object oriented.

[BibT_eX]

Proceedings of the Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1997

1994

The E/S Knowledge Representation System.

[BibT_eX]

[DOI]

Sonia Bergamaschi

Data Knowl. Eng., 1994

Reasoning with Constraints in Database Models.

[BibT_eX]

Proceedings of the Atti del Secondo Convegno Nazionale "Sistemi Evoluti per Basi di Dati", 1994

Terminological Logics for Schema Design and Query Processing in OODBs.

[BibT_eX]

[DOI]

Proceedings of the Reasoning about Structured Objects: Knowledge Representation Meets Databases, 1994

1993

Uso della Subsumption per l'Ottimizzazione Semantica di Queries.

[BibT_eX]

Proceedings of the Convegno SEBD'93, 1993

1992

Representational Extensions of DLs.

[BibT_eX]

Sonia Bergamaschi