Claudio Sartori

Orcid: 0000-0003-4535-1026

Affiliations:
  • University of Bologna, Department of Computer Science and Engineering


According to our database1, Claudio Sartori authored at least 88 papers between 1985 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
An efficient quantum algorithm for ensemble classification using bagging.
IET Quantum Commun., September, 2024

[Emoji] Evidence, my Dear Watson: Abstractive dialogue summarization on learnable relevant utterances.
Neurocomputing, March, 2024

Hybrid Quantum Technologies for Quantum Support Vector Machines.
Inf., February, 2024

Quantum Convolutional Neural Networks for the detection of Gamma-Ray Bursts in the AGILE space mission data.
CoRR, 2024

Refining Triplet Sampling for Improved Self-Supervised Representation Learning.
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

2023
Efficient Memory-Enhanced Transformer for Long-Document Summarization in Low-Resource Regimes.
Sensors, April, 2023

MAQA: a quantum framework for supervised learning.
Quantum Inf. Process., March, 2023

Enabling Non-linear Quantum Operations Through Variational Quantum Splines.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
A Variational Algorithm for Quantum Single Layer Perceptron.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2021
An Agent Supporting Symptom Elicitation in Physician-Patient Dialogue.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

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

2019
A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market.
Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019

Analysing the Impact of Rationality on the Italian Electricity Market.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

2018
Cross-domain & In-domain Sentiment Analysis with Memory-based Deep Neural Networks.
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 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
Personalized Web Search via Query Expansion based on User's Local Hierarchically-Organized Files.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 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

2015
A Study on Term Weighting for Text Categorization: A Novel Supervised Variant of tf.idf.
Proceedings of the DATA 2015, 2015

A Comparison of Term Weighting Schemes for Text Classification and Sentiment Analysis with a Supervised Variant of tf.idf.
Proceedings of the Data Management Technologies and Applications, 2015

Network Traffic Load Balancing in Hierarchical Peer-to-Peer Systems.
Proceedings of the 10th International Conference on P2P, 2015

2014
A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training.
Inf. Sci., 2014

Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

Cross-domain Text Classification through Iterative Refining of Target Categories Representations.
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

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

Improved Recovery Management and Routing in W-Grid, a Distributed Infrastructure for Effective and Efficient Multidimensional Data Management over Wireless Ad-Hoc Sensor Networks.
Proceedings of the Data Management in Cloud, Grid and P2P Systems, 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

Novel Frank-Wolfe Methods for SVM Learning
CoRR, 2013

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

Energy Efficiency in W-Grid Data-Centric Sensor Networks via Workload Balancing.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2011
A semantic approach to ETL technologies.
Data Knowl. Eng., 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

An ETL Tool Based on Semantic Analysis of Schemata and Instances.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

Keymantic: A Keyword-based Search Engine using Structural Knowledge.
Proceedings of the ICEIS 2009, 2009

2007
Extracting Relevant Attribute Values for Improved Search.
IEEE Internet Comput., 2007

RELEVANTNews: a Semantic News Feed Aggregator.
Proceedings of the 4th Italian Semantic Web Workshop, Dipartimento di Informatica - Universita' degli Studi di Bari, 2007

A New Type of Metadata for Querying Data Integration Systems.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Relevant values: New metadata to provide insight on attribute values at schema level.
Proceedings of the ICEIS 2007, 2007

2006
W<sup><i>R</i></sup>-Grid: A Scalable Cross-Layer Infrastructure for Routing, Multi-dimensional Data Management and Replication in Wireless Sensor Networks.
Proceedings of the Frontiers of High Performance Computing and Networking, 2006

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

2005
Synopsis for Microbiological Data Stream Analysis.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

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

2003
Description logics for semantic query optimization in object-oriented database systems.
ACM Trans. Database Syst., 2003

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

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

Agents and Peer-to-Peer Computing: A Promising Combination of Paradigms.
Proceedings of the Agents and Peer-to-Peer Computing, First International Workshop, 2002

2001
Incremental maintenance of multi-source views.
Proceedings of the Twelfth Australasian Database Conference, 2001

2000
Compostional Algebra for Interactive Data Access.
Inf. Syst., 2000

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

Chrono: A Conceptual Design Framework for Temporal Entities.
Proceedings of the Conceptual Modeling, 1998

Data Access Services and Automatic Generation of Cooperative Interfaces.
Proceedings of the 3rd IFCIS International Conference on Cooperative Information Systems, 1998

1997
An Approach for the Extraction of Information from Heterogeneous Sources of Textual Data.
Proceedings of the Intelligent Access to Heterogeneous Information, 1997

ODB-QOPTIMIZER: A Tool for Semantic Query Optimization in OODB.
Proceedings of the Thirteenth International Conference on Data Engineering, 1997

Object Wrapper: An Object-Oriented Interface for Relational Databases.
Proceedings of the 23rd EUROMICRO Conference '97, 1997

ODB-Tools: A Description Logics Based Tool for Schema Validation and Semantic Query Optimization in Object Oriented Databases.
Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1996
ODB-Reasoner: un ambiente per la verifica di schemi e l'ottimizzazione di interrogazioni in OODB.
Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

Semantic Query Optimization by Subsumption in OODB.
Proceedings of the Flexible Query-Answering Systems, 1996

1995
DL Techniques for Intensional Query Answering in OODBs.
Proceedings of the KRDB-95: Reasoning about Structured Objects: Knowledge Representation Meets Databases, 1995

FuzzyBase: A Fuzzy Logic Aid for Relational Database Queries
Proceedings of the Database and Expert Systems Applications, 1995

1994
Partial Indexing for Nonuniform Data Distributions in relational DBMS's.
IEEE Trans. Knowl. Data Eng., 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
Taxonomic Reasoning in LOGIDATA+.
Proceedings of the LOGIDATA+: Deductive Databases with Complex Objects, 1993

Taxonomic Reasoning with Cycles in LOGIDATA+.
Proceedings of the LOGIDATA+: Deductive Databases with Complex Objects, 1993


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

1992
On Taxonomic Reasoning in Conceptual Design.
ACM Trans. Database Syst., 1992

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

1991
Subsumption for Database Schema Design.
Proceedings of the International Workshop on Terminological Logics 1991, 1991

1988
Relational data base design for the intensional aspects of a knowledge base.
Inf. Syst., 1988

On Taxonomic Reasoning in E/R Environment.
Proceedings of the Entity-Relationship Approach: A Bridge to the User, 1988

Entity-Situation: A Model for the Knowledge Representation Module of a KBMS.
Proceedings of the Advances in Database Technology, 1988

1987
A modular user-oriented decision support for physical database design.
Decis. Support Syst., 1987

1985
Architecture of a Physical Design Tool for Relational DBMSs.
Proceedings of the Computer-Aided Database Design: the DATAID approach., 1985


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