Stefano Lodi

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 22

Top Topics

Data Mining Algorithms

Quantum Computing

Top Venues

Publications

Filippo Orazi, Simone Gasperini, Stefano Lodi, Claudio Sartori
Hybrid Quantum Technologies for Quantum Support Vector Machines. Inf. 15 (2) (2024)
Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori
MAQA: A Quantum Framework for Supervised Learning. CoRR (2023)
Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori
MAQA: a quantum framework for supervised learning. Quantum Inf. Process. 22 (3) (2023)
Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori
Enabling Non-linear Quantum Operations Through Variational Quantum Splines. ICCS (5) (2023)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Reasoning with Constraints in Database Models. SEBD (2023)
Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori
Quantum Splines for Non-Linear Approximations. CoRR (2023)
Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori
Enabling Non-Linear Quantum Operations through Variational Quantum Splines. CoRR (2023)
Antonio Macaluso, Filippo Orazi, Matthias Klusch, Stefano Lodi, Claudio Sartori
A Variational Algorithm for Quantum Single Layer Perceptron. LOD (2) (2022)
Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori
Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing. CIARP (2021)
Paolo Tirotta, Stefano Lodi
OptAGAN: Entropy-based finetuning on text VAE-GAN. CoRR (2021)
Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori
Quantum Ensemble for Classification. CoRR (2020)
Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori
Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing. CoRR (2020)
Antonio Macaluso, Stefano Lodi, Claudio Sartori
Quantum Algorithm for Ensemble Learning. ICTCS (2020)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Reducing distance computations for distance-based outliers. Expert Syst. Appl. 147 (2020)
Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori
Quantum splines for non-linear approximations. CF (2020)
Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori
A Variational Algorithm for Quantum Neural Networks. ICCS (6) (2020)
Cesare Bandirali, Stefano Lodi, Gianluca Moro, Andrea Pagliarani, Claudio Sartori
Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms. AINA Workshops (2018)
Josenildo Costa da Silva, Gustavo H. B. S. Oliveira, Stefano Lodi, Matthias Klusch
Clustering Distributed Short Time Series with Dense Patterns. ICMLA (2017)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
GPU Strategies for Distance-Based Outlier Detection. IEEE Trans. Parallel Distributed Syst. 27 (11) (2016)
Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi
Privacy-Awareness of Distributed Data Clustering Algorithms Revisited. IDA (2016)
Emanuele Frandi, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens
Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee. Mach. Learn. 104 (2-3) (2016)
Emanuele Frandi, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens
Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee. CoRR (2015)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Accelerating outlier detection with intra- and inter-node parallelism. HPCS (2014)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Distributed Strategies for Mining Outliers in Large Data Sets. IEEE Trans. Knowl. Data Eng. 25 (7) (2013)
Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori
Training Support Vector Machines using Frank-Wolfe Optimization Methods. Int. J. Pattern Recognit. Artif. Intell. 27 (3) (2013)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Fast outlier detection using a GPU. HPCS (2013)
Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori
Training Support Vector Machines Using Frank-Wolfe Optimization Methods CoRR (2012)
Ricardo Ñanculef, Héctor Allende, Stefano Lodi, Claudio Sartori
Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs. ICANNGA (2) (2011)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
A Distributed Approach to Detect Outliers in Very Large Data Sets. Euro-Par (1) (2010)
Stefano Lodi, Ricardo Ñanculef, Claudio Sartori
Single-Pass Distributed Learning of Multi-class SVMs Using Core-Sets. SDM (2010)
Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori
A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. CIARP (2010)
Stefano Lodi, Gianluca Moro, Claudio Sartori
Distributed data clustering in multi-dimensional peer-to-peer networks. ADC (2010)
Stefano Lodi, Ricardo Ñanculef, Claudio Sartori
Learning Multi-Class Support Vector Models from Distributed Data using Core-Sets (Extended Abstract). SEBD (2010)
Stefano Lodi, Ricardo Ñanculef, Claudio Sartori
L2-SVM Training with Distributed Data. MATES (2009)
Wilma Penzo, Stefano Lodi, Federica Mandreoli, Riccardo Martoglia, Simona Sassatelli
Semantic peer, here are the neighbors you want! EDBT (2008)
Stefano Lodi, Federica Mandreoli, Riccardo Martoglia, Wilma Penzo, Simona Sassatelli
Boosting a Network of Semantic Peers. SEBD (2008)
Gabriele Monti, Gianluca Moro, Stefano Lodi
W*-Grid: A Robust Decentralized Cross-layer Infrastructure for Routing and Multi-Dimensional Data Management in Wireless Ad-Hoc Sensor Networks. Peer-to-Peer Computing (2007)
Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro
Privacy-preserving agent-based distributed data clustering. Web Intell. Agent Syst. 4 (2) (2006)
Stefano Lodi, Gianluca Moro, Claudio Sartori
Stream Clustering Based on Kernel Density Estimation. ECAI (2006)
Stefania Bellavia, Stefano Lodi, Benedetta Morini
Inferences on Kernel Density Estimates by Solving Nonlinear Systems. SSDBM (2006)
Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro
Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining. ECAI (2004)
Stephen Kimani, Stefano Lodi, Tiziana Catarci, Giuseppe Santucci, Claudio Sartori
VidaMine: a visual data mining environment. J. Vis. Lang. Comput. 15 (1) (2004)
Matthias Klusch, Stefano Lodi, Gianluca Moro
Agent-Based Distributed Data Mining: The KDEC Scheme. AgentLink (2003)
Matthias Klusch, Stefano Lodi, Gianluca Moro
The Role of Agents in Distributed Data Mining: Issues and Benefits. IAT (2003)
Stephen Kimani, Stefano Lodi, Tiziana Catarci, Giuseppe Santucci, Claudio Sartori
Visual Data Mining with VidaMine. SEBD (2003)
Matthias Klusch, Stefano Lodi, Gianluca Moro
Issues of agent-based distributed data mining. AAMAS (2003)
Matthias Klusch, Stefano Lodi, Gianluca Moro
Distributed Clustering Based on Sampling Local Density Estimates. IJCAI (2003)
Gianfranco Cellarosi, Stefano Lodi, Claudio Sartori
Detecting Outbreaks by Time Series Analysis. CBMS (2002)
Stefano Lodi
Fully Dynamic Clustering of Metric Data Sets. BNCOD (2002)
Stefano Lodi, Luisella Reami, Claudio Sartori
Efficient Shared Near Neighbours Clustering of Large Metric Data Sets. PKDD (1999)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Consistency Checking in Complex Object Database Schemata with Integrity Constraints. IEEE Trans. Knowl. Data Eng. 10 (4) (1998)
Domenico Beneventano, Alberto Corni, Stefano Lodi, Maurizio Vincini
ODB-Tool: Validazione di Schemi e Ottimizzazione Semantica On-line per Basi di Dati Object oriented. SEBD (1997)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Consistency Checking in Complex Object Database Schemata with Integrity Constraints. DBPL (1995)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Reasoning with Constraints in Database Models. SEBD (1994)
Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
The E/S Knowledge Representation System. Data Knowl. Eng. 14 (2) (1994)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Terminological Logics for Schema Design and Query Processing in OODBs. KRDB (1994)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Uso della Subsumption per l'Ottimizzazione Semantica di Queries. SEBD (1993)
Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Representational Extensions of DLs. Description Logics (1992)