Claudio Sartori

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 26

Top Topics

Mining Algorithm

Text Classification

Personalized Web Search

Weighting Schemes

Top Venues

Publications

Manuel Goyo, Giacomo Frisoni, Gianluca Moro, Claudio Sartori
Refining Triplet Sampling for Improved Self-Supervised Representation Learning. SEBD (2024)
Paolo Italiani, Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro, Claudio Sartori
[Emoji] Evidence, my Dear Watson: Abstractive dialogue summarization on learnable relevant utterances. Neurocomputing 572 (2024)
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)
Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Giacomo Frisoni, Claudio Sartori, Gustavo Marfia
Efficient Memory-Enhanced Transformer for Long-Document Summarization in Low-Resource Regimes. Sensors 23 (7) (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)
Marco Lanciotti, Catherine Escazut, Célia da Costa Pereira, Claudio Sartori, Emanuele Galasso
An Agent Supporting Symptom Elicitation in Physician-Patient Dialogue. WI/IAT (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)
Célia da Costa Pereira, Sara Bevilacqua, Eric Guerci, Frédéric Precioso, Claudio Sartori
A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market. PRIMA (2019)
Sara Bevilacqua, Célia da Costa Pereira, Eric Guerci, Frédéric Precioso, Claudio Sartori
Analysing the Impact of Rationality on the Italian Electricity Market. MDAI (2019)
Gianluca Moro, Andrea Pagliarani, Roberto Pasolini, Claudio Sartori
Cross-domain & In-domain Sentiment Analysis with Memory-based Deep Neural Networks. KDIR (2018)
Cesare Bandirali, Stefano Lodi, Gianluca Moro, Andrea Pagliarani, Claudio Sartori
Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms. AINA Workshops (2018)
Gianluca Moro, Roberto Pasolini, Claudio Sartori
Personalized Web Search via Query Expansion based on User's Local Hierarchically-Organized Files. KDIR (2017)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
GPU Strategies for Distance-Based Outlier Detection. IEEE Trans. Parallel Distributed Syst. 27 (11) (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)
Gianluca Moro, Tommaso Pirini, Claudio Sartori
Network Traffic Load Balancing in Hierarchical Peer-to-Peer Systems. 3PGCIC (2015)
Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
A Comparison of Term Weighting Schemes for Text Classification and Sentiment Analysis with a Supervised Variant of tf.idf. DATA (Revised Selected Papers) (2015)
Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
A Study on Term Weighting for Text Categorization: A Novel Supervised Variant of tf.idf. DATA (2015)
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)
Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori
Improved Recovery Management and Routing in W-Grid, a Distributed Infrastructure for Effective and Efficient Multidimensional Data Management over Wireless Ad-Hoc Sensor Networks. Globe (2014)
Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification. IC3K (Selected Papers) (2014)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Accelerating outlier detection with intra- and inter-node parallelism. HPCS (2014)
Ricardo Ñanculef, Emanuele Frandi, Claudio Sartori, Héctor Allende
A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training. Inf. Sci. 285 (2014)
Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
Cross-domain Text Classification through Iterative Refining of Target Categories Representations. KDIR (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)
Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori
Energy Efficiency in W-Grid Data-Centric Sensor Networks via Workload Balancing. APWeb (2013)
Héctor Allende, Emanuele Frandi, Ricardo Ñanculef, Claudio Sartori
Novel Frank-Wolfe Methods for SVM Learning CoRR (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)
Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori, Maurizio Vincini
A semantic approach to ETL technologies. Data Knowl. Eng. 70 (8) (2011)
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)
Francesco Guerra, Sonia Bergamaschi, Mirko Orsini, Antonio Sala, Claudio Sartori
Keymantic: A Keyword-based Search Engine using Structural Knowledge. ICEIS (1) (2009)
Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori, Maurizio Vincini
An ETL Tool Based on Semantic Analysis of Schemata and Instances. KES (2) (2009)
Stefano Lodi, Ricardo Ñanculef, Claudio Sartori
L2-SVM Training with Distributed Data. MATES (2009)
Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori, Maurizio Vincini
RELEVANTNews: a Semantic News Feed Aggregator. SWAP (2007)
Sonia Bergamaschi, Mirko Orsini, Francesco Guerra, Claudio Sartori
Relevant values: New metadata to provide insight on attribute values at schema level. ICEIS (1) (2007)
Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori
A New Type of Metadata for Querying Data Integration Systems. SEBD (2007)
Sonia Bergamaschi, Claudio Sartori, Francesco Guerra, Mirko Orsini
Extracting Relevant Attribute Values for Improved Search. IEEE Internet Comput. 11 (5) (2007)
Gabriele Monti, Gianluca Moro, Claudio Sartori
-Grid: A Scalable Cross-Layer Infrastructure for Routing, Multi-dimensional Data Management and Replication in Wireless Sensor Networks. ISPA Workshops (2006)
Stefano Lodi, Gianluca Moro, Claudio Sartori
Stream Clustering Based on Kernel Density Estimation. ECAI (2006)
Gianfranco Cellarosi, Claudio Sartori
Synopsis for Microbiological Data Stream Analysis. CBMS (2005)
Stephen Kimani, Stefano Lodi, Tiziana Catarci, Giuseppe Santucci, Claudio Sartori
VidaMine: a visual data mining environment. J. Vis. Lang. Comput. 15 (1) (2004)
Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori
Description logics for semantic query optimization in object-oriented database systems. ACM Trans. Database Syst. 28 (2003)
Stephen Kimani, Stefano Lodi, Tiziana Catarci, Giuseppe Santucci, Claudio Sartori
Visual Data Mining with VidaMine. SEBD (2003)
Gianfranco Cellarosi, Stefano Lodi, Claudio Sartori
Detecting Outbreaks by Time Series Analysis. CBMS (2002)
Gianluca Moro, Aris M. Ouksel, Claudio Sartori
Agents and Peer-to-Peer Computing: A Promising Combination of Paradigms. AP2PC (2002)
Gianluca Moro, Claudio Sartori
Incremental maintenance of multi-source views. ADC (2001)
Gianluca Moro, Antonio Natali, Claudio Sartori
Compostional Algebra for Interactive Data Access. Inf. Syst. 25 (5) (2000)
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)
Sonia Bergamaschi, Claudio Sartori
Chrono: A Conceptual Design Framework for Temporal Entities. ER (1998)
Gianluca Moro, Antonio Natali, Claudio Sartori
Data Access Services and Automatic Generation of Cooperative Interfaces. CoopIS (1998)
Sonia Bergamaschi, Domenico Beneventano, Claudio Sartori, Maurizio Vincini
ODB-QOPTIMIZER: A Tool for Semantic Query Optimization in OODB. ICDE (1997)
Sonia Bergamaschi, Claudio Sartori
An Approach for the Extraction of Information from Heterogeneous Sources of Textual Data. KRDB (1997)
Sonia Bergamaschi, Claudio Sartori, Domenico Beneventano, Maurizio Vincini
ODB-Tools: A Description Logics Based Tool for Schema Validation and Semantic Query Optimization in Object Oriented Databases. AI*IA (1997)
Sonia Bergamaschi, Alessandra Garuti, Claudio Sartori, Alberto Venuta
Object Wrapper: An Object-Oriented Interface for Relational Databases. EUROMICRO (1997)
Domenico Beneventano, Sonia Bergamaschi, Alessandra Garuti, Claudio Sartori, Maurizio Vincini
ODB-Reasoner: un ambiente per la verifica di schemi e l'ottimizzazione di interrogazioni in OODB. SEBD (1996)
Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori
Semantic Query Optimization by Subsumption in OODB. FQAS (1996)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Consistency Checking in Complex Object Database Schemata with Integrity Constraints. DBPL (1995)
Davide Gazzotti, L. Piancastelli, Claudio Sartori, Domenico Beneventano
FuzzyBase: A Fuzzy Logic Aid for Relational Database Queries DEXA (1995)
Sonia Bergamaschi, Claudio Sartori, Maurizio Vincini
DL Techniques for Intensional Query Answering in OODBs. KRDB (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)
Claudio Sartori, Maria Rita Scalas
Partial Indexing for Nonuniform Data Distributions in relational DBMS's. IEEE Trans. Knowl. Data Eng. 6 (3) (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)
Sonia Bergamaschi, Claudio Sartori
On Taxonomic Reasoning in Conceptual Design. ACM Trans. Database Syst. 17 (3) (1992)
Sonia Bergamaschi, Claudio Sartori
Subsumption for Database Schema Design. Description Logics (1991)
Sonia Bergamaschi, Flavio Bonfatti, Lorenza Cavazza, Claudio Sartori, Paolo Tiberio
Relational data base design for the intensional aspects of a knowledge base. Inf. Syst. 13 (3) (1988)
Sonia Bergamaschi, Flavio Bonfatti, Claudio Sartori
Entity-Situation: A Model for the Knowledge Representation Module of a KBMS. EDBT (1988)
Sonia Bergamaschi, Lorenzo Cavedoni, Claudio Sartori, Paolo Tiberio
On Taxonomic Reasoning in E/R Environment. ER (1988)
Dario Maio, Claudio Sartori, Maria Rita Scalas
A modular user-oriented decision support for physical database design. Decis. Support Syst. 3 (2) (1987)