Stefano Lodi

发表

First Application of a Distance-Based Outlier Approach to Detect Highly Differentiated Genomic Regions Across Human Populations

L. Pagani, F. Angiulli, D. Luiselli, 2015 .

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

Stefano Lodi, C. Sartori, Cesare Bandirali, 2018, 2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA).

A Distributed Approach to Detect Outliers in Very Large Data Sets

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2010, Euro-Par.

Visual Data Mining System Architecture

T. Catarci, G. Santucci, L. Palopoli, 2001 .

An Integrated Data Mining And Data Presentation Tool

Tiziana Catarci, Giuseppe Santucci, Giovambattista Ianni, 2002 .

VidaMine : User-Centred Development of a Visual Mining Environment

T. Catarci, G. Santucci, Stefano Lodi, 2005 .

Methods For Clustering, Meta-Querying, Approximate And Similarity Search

L. Palopoli, G. Ianni, Stefano Lodi, 2001 .

SEBD 2010 Proceedings of the 18th Italian Symposium on Advanced Database Systems

Sonia Bergamaschi, Claudio Sartori, Stefano Lodi, 2010 .

Constraints in Complex Object Database Models

Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori, 1994 .

Analysis and comparison of methods and algorithms for data mining

T. Catarci, L. Palopoli, Stefano Lodi, 2000 .

A Variational Algorithm for Quantum Neural Networks

Claudio Sartori, Stefano Lodi, Antonio Macaluso, 2020, ICCS.

Peer-to-Peer Data Clustering in Self-Organizing Sensor Networks

Claudio Sartori, Stefano Lodi, Gianluca Moro, 2010 .

Efficient Shared Near Neighbours Clustering of Large Metric Data Sets

Claudio Sartori, Stefano Lodi, Luisella Reami, 1999, PKDD.

Fully Dynamic Clustering of Metric Data Sets

Stefano Lodi, Stefano Lodi, 2002, BNCOD.

Training Support Vector Machines using Frank-Wolfe Optimization Methods pdf

Claudio Sartori, Stefano Lodi, Ricardo Ñanculef, 2012, Int. J. Pattern Recognit. Artif. Intell..

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

Claudio Sartori, Stefano Lodi, Ricardo Ñanculef, 2010, SDM.

Quantum Ensemble for Classification

Stefano Lodi, C. Sartori, L. Clissa, 2020, ArXiv.

Terminological Logics for Schema Design and Query Processing in OODBs

Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori, 1994, KRDB.

Consistency Checking in Complex Object Database Schemata with Integrity Constraints

Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori, 1995, DBPL.

Privacy-preserving agent-based distributed data clustering

Matthias Klusch, Josenildo Costa da Silva, Stefano Lodi, 2006, Web Intell. Agent Syst..

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

Johan A. K. Suykens, Claudio Sartori, Stefano Lodi, 2015, Machine Learning.

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

Claudio Sartori, Héctor Allende, Stefano Lodi, 2011, ICANNGA.

Clustering Distributed Short Time Series with Dense Patterns

Matthias Klusch, Josenildo Costa da Silva, Stefano Lodi, 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).

OptAGAN: Entropy-based finetuning on text VAE-GAN pdf

Stefano Lodi, Paolo Tirotta, Stefano Lodi, 2021, Natural Language Processing.

OPTAGAN: ENTROPY-BASED FINETUNING

Stefano Lodi, Paolo Tirotta, 2021 .

Detecting outbreaks by time series analysis

Claudio Sartori, Stefano Lodi, Gianfranco Cellarosi, 2002, Proceedings of 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002).

Quantum splines for non-linear approximations

Claudio Sartori, Stefano Lodi, Antonio Macaluso, 2020, CF.

The E/S Knowledge Representation System

Sonia Bergamaschi, Claudio Sartori, Stefano Lodi, 1994, Data Knowl. Eng..

Distributed Strategies for Mining Outliers in Large Data Sets

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2013, IEEE Transactions on Knowledge and Data Engineering.

MAQA: a quantum framework for supervised learning

M. Klusch, Stefano Lodi, A. Macaluso, 2023, Quantum Information Processing.

Reducing distance computations for distance-based outliers

Fabrizio Angiulli, Stefano Basta, Stefano Lodi, 2020, Expert Syst. Appl..

GPU Strategies for Distance-Based Outlier Detection

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2016, IEEE Transactions on Parallel and Distributed Systems.

Fast outlier detection using a GPU

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2013, 2013 International Conference on High Performance Computing & Simulation (HPCS).

L2-SVM Training with Distributed Data

Claudio Sartori, Stefano Lodi, Ricardo Ñanculef, 2009, MATES.

Inferences on Kernel Density Estimates by Solving Nonlinear Systems

Stefania Bellavia, Stefano Lodi, Benedetta Morini, 2006, 18th International Conference on Scientific and Statistical Database Management (SSDBM'06).

Quantum Algorithm for Ensemble Learning

Stefano Lodi, Claudio Sartori, Antonio Macaluso, 2020, ICTCS.

Distributed Clustering Based on Sampling Local Density Estimates

Matthias Klusch, Stefano Lodi, Gianluca Moro, 2003, IJCAI.

Agent-Based Distributed Data Mining: The KDEC Scheme

Matthias Klusch, Stefano Lodi, Gianluca Moro, 2003, AgentLink.

Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing pdf

Stefano Lodi, Claudio Sartori, Antonio Macaluso, 2020, CIARP.