Stefano Lodi

According to our database1, Stefano Lodi authored at least 45 papers between 1992 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Reducing distance computations for distance-based outliers.
Expert Syst. Appl., 2020

Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing.
CoRR, 2020

Quantum Ensemble for Classification.
CoRR, 2020

Quantum Algorithm for Ensemble Learning.
Proceedings of the 21st Italian Conference on Theoretical Computer Science, 2020

A Variational Algorithm for Quantum Neural Networks.
Proceedings of the Computational Science - ICCS 2020, 2020

Quantum splines for non-linear approximations.
Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020

2018
Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms.
Proceedings of the 32nd International Conference on Advanced Information Networking and Applications Workshops, 2018

2017
Clustering Distributed Short Time Series with Dense Patterns.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
GPU Strategies for Distance-Based Outlier Detection.
IEEE Trans. Parallel Distributed Syst., 2016

Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee.
Mach. Learn., 2016

Privacy-Awareness of Distributed Data Clustering Algorithms Revisited.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

2014
Accelerating outlier detection with intra- and inter-node parallelism.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013
Distributed Strategies for Mining Outliers in Large Data Sets.
IEEE Trans. Knowl. Data Eng., 2013

Training Support Vector Machines using Frank-Wolfe Optimization Methods.
Int. J. Pattern Recognit. Artif. Intell., 2013

Fast outlier detection using a GPU.
Proceedings of the International Conference on High Performance Computing & Simulation, 2013

2011
Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010
Learning Multi-Class Support Vector Models from Distributed Data using Core-Sets (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Single-Pass Distributed Learning of Multi-class SVMs Using Core-Sets.
Proceedings of the SIAM International Conference on Data Mining, 2010

A Distributed Approach to Detect Outliers in Very Large Data Sets.
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.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Distributed data clustering in multi-dimensional peer-to-peer networks.
Proceedings of the Database Technologies 2010, 2010

2009
L2-SVM Training with Distributed Data.
Proceedings of the Multiagent System Technologies, 7th German Conference, 2009

2008
Boosting a Network of Semantic Peers.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Semantic peer, here are the neighbors you want!
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.
Proceedings of the Seventh IEEE International Conference on Peer-to-Peer Computing (P2P 2007), 2007

2006
Privacy-preserving agent-based distributed data clustering.
Web Intell. Agent Syst., 2006

Inferences on Kernel Density Estimates by Solving Nonlinear Systems.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Stream Clustering Based on Kernel Density Estimation.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2004
VidaMine: a visual data mining environment.
J. Vis. Lang. Comput., 2004

Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Visual Data Mining with VidaMine.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Distributed Clustering Based on Sampling Local Density Estimates.
Proceedings of the IJCAI-03, 2003

The Role of Agents in Distributed Data Mining: Issues and Benefits.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Issues of agent-based distributed data mining.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Agent-Based Distributed Data Mining: The KDEC Scheme.
Proceedings of the Intelligent Information Agents - The AgentLink Perspective, 2003

2002
Detecting Outbreaks by Time Series Analysis.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

Fully Dynamic Clustering of Metric Data Sets.
Proceedings of the Advances in Databases, 19th British National Conference on Databases, 2002

1999
Efficient Shared Near Neighbours Clustering of Large Metric Data Sets.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

1998
Consistency Checking in Complex Object Database Schemata with Integrity Constraints.
IEEE Trans. Knowl. Data Eng., 1998

1997
ODB-Tool: Validazione di Schemi e Ottimizzazione Semantica On-line per Basi di Dati Object oriented.
Proceedings of the Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1997

1994
The E/S Knowledge Representation System.
Data Knowl. Eng., 1994

Reasoning with Constraints in Database Models.
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.
Proceedings of the Reasoning about Structured Objects: Knowledge Representation Meets Databases, 1994

1993
Uso della Subsumption per l'Ottimizzazione Semantica di Queries.
Proceedings of the Convegno SEBD'93, 1993

1992
Representational Extensions of DLs.
Proceedings of the Issues in Description Logics: Users Meet Developers, 1992


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