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ORCIDClaudio Sartori 0001
Person information
- affiliation: University of Bologna, Department of Computer Science and Engineering
Other persons with the same name
- Claudio Sartori 0002 — University Hospital Lausanne, Department of Internal Medicine
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2020 – today
- 2024
[j22]Antonio Macaluso
, Luca Clissa, Stefano Lodi, Claudio Sartori:
An efficient quantum algorithm for ensemble classification using bagging. IET Quantum Commun. 5(3): 253-268 (2024)- [j21]Paolo Italiani, Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro, Claudio Sartori:
[Emoji] Evidence, my Dear Watson: Abstractive dialogue summarization on learnable relevant utterances. Neurocomputing 572: 127132 (2024) - [j20]Filippo Orazi, Simone Gasperini, Stefano Lodi, Claudio Sartori:
Hybrid Quantum Technologies for Quantum Support Vector Machines. Inf. 15(2): 72 (2024) - [c61]Manuel Goyo, Giacomo Frisoni, Gianluca Moro, Claudio Sartori:
Refining Triplet Sampling for Improved Self-Supervised Representation Learning. SEBD 2024: 227-246 - 2023
- [j19]Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori:
MAQA: a quantum framework for supervised learning. Quantum Inf. Process. 22(3): 159 (2023) - [j18]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): 3542 (2023) - [c60]Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori:
Enabling Non-linear Quantum Operations Through Variational Quantum Splines. ICCS (5) 2023: 177-192 - [c59]Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
Reasoning with Constraints in Database Models. SEBD 2023: 11-12 - [i8]Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori:
Enabling Non-Linear Quantum Operations through Variational Quantum Splines. CoRR abs/2303.04788 (2023) - [i7]Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori:
Quantum Splines for Non-Linear Approximations. CoRR abs/2303.05428 (2023) - [i6]Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori:
MAQA: A Quantum Framework for Supervised Learning. CoRR abs/2303.11028 (2023) - 2022
- [c58]Antonio Macaluso, Filippo Orazi, Matthias Klusch, Stefano Lodi, Claudio Sartori:
A Variational Algorithm for Quantum Single Layer Perceptron. LOD (2) 2022: 341-356 - 2021
- [c57]Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori:
Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing. CIARP 2021: 258-268 - [c56]Marco Lanciotti, Catherine Escazut, Célia da Costa Pereira, Claudio Sartori, Emanuele Galasso:
An Agent Supporting Symptom Elicitation in Physician-Patient Dialogue. WI/IAT 2021: 676-681 - 2020
- [j17]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
Reducing distance computations for distance-based outliers. Expert Syst. Appl. 147: 113215 (2020) - [c55]Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori:
Quantum splines for non-linear approximations. CF 2020: 249-252 - [c54]Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori:
A Variational Algorithm for Quantum Neural Networks. ICCS (6) 2020: 591-604 - [c53]Antonio Macaluso, Stefano Lodi, Claudio Sartori:
Quantum Algorithm for Ensemble Learning. ICTCS 2020: 149-154 - [i5]Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori:
Quantum Ensemble for Classification. CoRR abs/2007.01028 (2020) - [i4]Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori:
Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing. CoRR abs/2007.08799 (2020)
2010 – 2019
- 2019
- [c52]Sara Bevilacqua, Célia da Costa Pereira, Eric Guerci, Frédéric Precioso, Claudio Sartori:
Analysing the Impact of Rationality on the Italian Electricity Market. MDAI 2019: 236-247 - [c51]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: 235-250 - 2018
- [c50]Cesare Bandirali, Stefano Lodi, Gianluca Moro, Andrea Pagliarani, Claudio Sartori:
Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms. AINA Workshops 2018: 396-401 - [c49]Gianluca Moro, Andrea Pagliarani, Roberto Pasolini, Claudio Sartori:
Cross-domain & In-domain Sentiment Analysis with Memory-based Deep Neural Networks. KDIR 2018: 125-136 - 2017
- [c48]Gianluca Moro, Roberto Pasolini, Claudio Sartori:
Personalized Web Search via Query Expansion based on User's Local Hierarchically-Organized Files. KDIR 2017: 157-164 - 2016
- [j16]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): 195-221 (2016) - [j15]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
GPU Strategies for Distance-Based Outlier Detection. IEEE Trans. Parallel Distributed Syst. 27(11): 3256-3268 (2016) - 2015
- [c47]Gianluca Moro, Tommaso Pirini, Claudio Sartori:
Network Traffic Load Balancing in Hierarchical Peer-to-Peer Systems. 3PGCIC 2015: 46-53 - [c46]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: 26-37 - [c45]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: 39-58 - [i3]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 abs/1510.07169 (2015) - 2014
- [j14]Ricardo Ñanculef, Emanuele Frandi, Claudio Sartori, Héctor Allende:
A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training. Inf. Sci. 285: 66-99 (2014) - [c44]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: 73-84 - [c43]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
Accelerating outlier detection with intra- and inter-node parallelism. HPCS 2014: 476-483 - [c42]Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori:
Cross-domain Text Classification through Iterative Refining of Target Categories Representations. KDIR 2014: 31-42 - [c41]Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori:
Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification. IC3K (Selected Papers) 2014: 50-67 - 2013
- [j13]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) - [j12]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
Distributed Strategies for Mining Outliers in Large Data Sets. IEEE Trans. Knowl. Data Eng. 25(7): 1520-1532 (2013) - [c40]Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori:
Energy Efficiency in W-Grid Data-Centric Sensor Networks via Workload Balancing. APWeb 2013: 31-42 - [c39]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
Fast outlier detection using a GPU. HPCS 2013: 143-150 - [i2]Héctor Allende, Emanuele Frandi, Ricardo Ñanculef, Claudio Sartori:
Novel Frank-Wolfe Methods for SVM Learning. CoRR abs/1304.1014 (2013) - 2012
- [i1]Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori:
Training Support Vector Machines Using Frank-Wolfe Optimization Methods. CoRR abs/1212.0695 (2012) - 2011
- [j11]Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori, Maurizio Vincini:
A semantic approach to ETL technologies. Data Knowl. Eng. 70(8): 717-731 (2011) - [c38]Ricardo Ñanculef, Héctor Allende, Stefano Lodi, Claudio Sartori:
Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs. ICANNGA (2) 2011: 363-372 - 2010
- [c37]Stefano Lodi, Gianluca Moro, Claudio Sartori:
Distributed data clustering in multi-dimensional peer-to-peer networks. ADC 2010: 171-178 - [c36]Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. CIARP 2010: 87-95 - [c35]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
A Distributed Approach to Detect Outliers in Very Large Data Sets. Euro-Par (1) 2010: 329-340 - [c34]Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
Single-Pass Distributed Learning of Multi-class SVMs Using Core-Sets. SDM 2010: 257-268 - [c33]Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
Learning Multi-Class Support Vector Models from Distributed Data using Core-Sets (Extended Abstract). SEBD 2010: 150-157 - [e5]Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori:
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010, Rimini, Italy, June 20-23, 2010. Esculapio Editore 2010, ISBN 978-88-7488-369-1 [contents]
2000 – 2009
- 2009
- [c32]Francesco Guerra, Sonia Bergamaschi, Mirko Orsini, Antonio Sala, Claudio Sartori:
Keymantic: A Keyword-based Search Engine using Structural Knowledge. ICEIS (1) 2009: 241-246 - [c31]Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori, Maurizio Vincini:
An ETL Tool Based on Semantic Analysis of Schemata and Instances. KES (2) 2009: 58-65 - [c30]Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
L2-SVM Training with Distributed Data. MATES 2009: 208-213 - 2007
- [j10]Sonia Bergamaschi, Claudio Sartori, Francesco Guerra, Mirko Orsini:
Extracting Relevant Attribute Values for Improved Search. IEEE Internet Comput. 11(5): 26-35 (2007) - [c29]Sonia Bergamaschi, Mirko Orsini, Francesco Guerra, Claudio Sartori:
Relevant values: New metadata to provide insight on attribute values at schema level. ICEIS (1) 2007: 274-279 - [c28]Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori:
A New Type of Metadata for Querying Data Integration Systems. SEBD 2007: 266-273 - [c27]Sonia Bergamaschi, Francesco Guerra, Mirko Orsini, Claudio Sartori, Maurizio Vincini:
RELEVANTNews: a Semantic News Feed Aggregator. SWAP 2007 - 2006
- [c26]Stefano Lodi, Gianluca Moro, Claudio Sartori:
Stream Clustering Based on Kernel Density Estimation. ECAI 2006: 799-800 - [c25]Gabriele Monti, Gianluca Moro, Claudio Sartori:
WR-Grid: A Scalable Cross-Layer Infrastructure for Routing, Multi-dimensional Data Management and Replication in Wireless Sensor Networks. ISPA Workshops 2006: 377-386 - [e4]Zoran Despotovic, Sam Joseph, Claudio Sartori:
Agents and Peer-to-Peer Computing, 4th International Workshop, AP2PC 2005, Utrecht, The Netherlands, July 25, 2005, Revised Papers. Lecture Notes in Computer Science 4118, Springer 2006, ISBN 3-540-49025-6 [contents] - 2005
- [c24]Gianfranco Cellarosi, Claudio Sartori:
Synopsis for Microbiological Data Stream Analysis. CBMS 2005: 359-364 - [e3]Wee Siong Ng, Beng Chin Ooi, Aris M. Ouksel, Claudio Sartori:
Databases, Information Systems, and Peer-to-Peer Computing - Second International Workshop, DBISP2P 2004, Toronto, Canada, August 29-30, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3367, Springer 2005, ISBN 3-540-25233-9 [contents] - 2004
- [j9]Stephen Kimani, Stefano Lodi, Tiziana Catarci, Giuseppe Santucci, Claudio Sartori:
VidaMine: a visual data mining environment. J. Vis. Lang. Comput. 15(1): 37-67 (2004) - [e2]Gianluca Moro, Claudio Sartori, Munindar P. Singh:
Agents and Peer-to-Peer Computing, Second International Workshop, AP2PC 2003, Melbourne, Australia, July 14, 2003, Revised and Invited Papers. Lecture Notes in Computer Science 2872, Springer 2004, ISBN 3-540-24053-5 [contents] - 2003
- [j8]Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori:
Description logics for semantic query optimization in object-oriented database systems. ACM Trans. Database Syst. 28: 1-50 (2003) - [c23]Stephen Kimani, Stefano Lodi, Tiziana Catarci, Giuseppe Santucci, Claudio Sartori:
Visual Data Mining with VidaMine. SEBD 2003: 301-312 - 2002
- [c22]Gianluca Moro, Aris M. Ouksel, Claudio Sartori:
Agents and Peer-to-Peer Computing: A Promising Combination of Paradigms. AP2PC 2002: 1-14 - [c21]Gianfranco Cellarosi, Stefano Lodi, Claudio Sartori:
Detecting Outbreaks by Time Series Analysis. CBMS 2002: 159-164 - 2001
- [c20]Gianluca Moro, Claudio Sartori:
Incremental maintenance of multi-source views. ADC 2001: 13-20 - 2000
- [j7]Gianluca Moro, Antonio Natali, Claudio Sartori:
Compostional Algebra for Interactive Data Access. Inf. Syst. 25(5): 367-391 (2000)
1990 – 1999
- 1999
- [c19]Stefano Lodi, Luisella Reami, Claudio Sartori:
Efficient Shared Near Neighbours Clustering of Large Metric Data Sets. PKDD 1999: 424-429 - 1998
- [j6]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): 576-598 (1998) - [c18]Gianluca Moro, Antonio Natali, Claudio Sartori:
Data Access Services and Automatic Generation of Cooperative Interfaces. CoopIS 1998: 177-187 - [c17]Sonia Bergamaschi, Claudio Sartori:
Chrono: A Conceptual Design Framework for Temporal Entities. ER 1998: 35-50 - 1997
- [c16]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: 435-438 - [c15]Sonia Bergamaschi, Alessandra Garuti, Claudio Sartori, Alberto Venuta:
Object Wrapper: An Object-Oriented Interface for Relational Databases. EUROMICRO 1997: 41-46 - [c14]Sonia Bergamaschi, Domenico Beneventano, Claudio Sartori, Maurizio Vincini:
ODB-QOPTIMIZER: A Tool for Semantic Query Optimization in OODB. ICDE 1997: 578 - [c13]Sonia Bergamaschi, Claudio Sartori:
An Approach for the Extraction of Information from Heterogeneous Sources of Textual Data. KRDB 1997: 1.1-1.7 - 1996
- [c12]Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori:
Semantic Query Optimization by Subsumption in OODB. FQAS 1996: 167-187 - [c11]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: 181-200 - 1995
- [c10]Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
Consistency Checking in Complex Object Database Schemata with Integrity Constraints. DBPL 1995: 4 - [c9]Davide Gazzotti, L. Piancastelli, Claudio Sartori, Domenico Beneventano:
FuzzyBase: A Fuzzy Logic Aid for Relational Database Queries. DEXA 1995: 385-394 - [c8]Sonia Bergamaschi, Claudio Sartori, Maurizio Vincini:
DL Techniques for Intensional Query Answering in OODBs. KRDB 1995 - 1994
- [j5]Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
The E/S Knowledge Representation System. Data Knowl. Eng. 14(2): 81-115 (1994) - [j4]Claudio Sartori, Maria Rita Scalas:
Partial Indexing for Nonuniform Data Distributions in relational DBMS's. IEEE Trans. Knowl. Data Eng. 6(3): 420-429 (1994) - [c7]Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
Terminological Logics for Schema Design and Query Processing in OODBs. KRDB 1994 - [c6]Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
Reasoning with Constraints in Database Models. SEBD 1994: 23-38 - [e1]Sonia Bergamaschi, Claudio Sartori, Paolo Tiberio:
Atti del Secondo Convegno Nazionale "Sistemi Evoluti per Basi di Dati", SEBD 1994, Rimini, Italy, 1994. Editrice Esculapio Progetto Leonardo, via U. Terracini, 30, 40131 Bologna 1994 [contents] - 1993
- [c5]Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
Uso della Subsumption per l'Ottimizzazione Semantica di Queries. SEBD 1993: 75-89 - [p4]Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori, Alessandro Artale, Francesca Cesarini, Giovanni Soda:
Taxonomic Reasoning in LOGIDATA+. LOGIDATA+: Deductive Databases with Complex Objects 1993: 79-84 - [p3]Domenico Beneventano, Sonia Bergamaschi, Claudio Sartori:
Taxonomic Reasoning with Cycles in LOGIDATA+. LOGIDATA+: Deductive Databases with Complex Objects 1993: 105-128 - [p2]Alessandro Artale, Jean Paul Ballerini, Filippo Cacace, Stefano Ceri, Francesca Cesarini, Anna Formica, Herman Lam, Sergio Greco, Giorgio Marrella, Michele Missikoff, Luigi Palopoli, Luigi Pichetti, Domenico Saccà, Silvio Salza, Claudio Sartori, Giovanni Soda, Letizia Tanca, M. Toiati:
Prototypes in the LOGIDATA+ Project. LOGIDATA+: Deductive Databases with Complex Objects 1993: 252-273 - 1992
- [j3]Sonia Bergamaschi, Claudio Sartori:
On Taxonomic Reasoning in Conceptual Design. ACM Trans. Database Syst. 17(3): 385-422 (1992) - [c4]Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
Representational Extensions of DLs. Description Logics 1992: 11-13 - 1991
- [c3]Sonia Bergamaschi, Claudio Sartori:
Subsumption for Database Schema Design. Description Logics 1991: 23-27
1980 – 1989
- 1988
- [j2]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): 245-256 (1988) - [c2]Sonia Bergamaschi, Flavio Bonfatti, Claudio Sartori:
Entity-Situation: A Model for the Knowledge Representation Module of a KBMS. EDBT 1988: 578-582 - [c1]Sonia Bergamaschi, Lorenzo Cavedoni, Claudio Sartori, Paolo Tiberio:
On Taxonomic Reasoning in E/R Environment. ER 1988: 443-454 - 1987
- [j1]Dario Maio, Claudio Sartori, Maria Rita Scalas:
A modular user-oriented decision support for physical database design. Decis. Support Syst. 3(2): 155-163 (1987) - 1985
- [p1]Dario Maio, Claudio Sartori, Maria Rita Scalas:
Architecture of a Physical Design Tool for Relational DBMSs. Computer-Aided Database Design: the DATAID approach 1985: 115-130
Coauthor Index
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