Francesco Guerra

Orcid: 0000-0001-6864-568X

Affiliations:
  • University of Modena and Reggio Emilia, Italy


According to our database1, Francesco Guerra authored at least 100 papers between 2001 and 2023.

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

Timeline

Legend:

Book 
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PhD thesis 
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Bibliography

2023
Pushing ML Predictions Into DBMSs.
IEEE Trans. Knowl. Data Eng., October, 2023

Interpretable Clustering of Multivariate Time Series with Time2Feat.
Proc. VLDB Endow., 2023

Interpretable Entity Matching with WYM.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

An Intrinsically Interpretable Entity Matching System.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022
Analyzing How BERT Performs Entity Matching.
Proc. VLDB Endow., 2022

Time2Feat: Learning Interpretable Representations for Multivariate Time Series Clustering.
Proc. VLDB Endow., 2022

Landmark Explanation: a Tool for Entity Matching.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Evaluating the integration of datasets.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

2021
Transforming ML Predictive Pipelines into SQL with MASQ.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Using Descriptions for Explaining Entity Matches (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Automated Machine Learning for Entity Matching Tasks.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Using Landmarks for Explaining Entity Matching Models.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Landmark Explanation: An Explainer for Entity Matching Models.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Explaining data with descriptions.
Inf. Syst., 2020

Unsupervised Evaluation of Data Integration Processes.
Proceedings of the iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services, Virtual Event / Chiang Mai, Thailand, November 30, 2020

2019
Parallelizing Computations of Full Disjunctions.
Big Data Res., 2019

Understanding Data in the Blink of an Eye.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

TuneR: Fine Tuning of Rule-based Entity Matchers.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study.
Proceedings of the 2019 IEEE International Congress on Big Data, 2019

Finding Synonymous Attributes in Evolving Wikipedia Infoboxes.
Proceedings of the Advances in Databases and Information Systems, 2019

2018
From Data Integration to Big Data Integration.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017
Exploiting Linguistic Analysis on URLs for Recommending Web Pages: A Comparative Study.
Trans. Comput. Collect. Intell., 2017

Cleaning MapReduce Workflows.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Data Exploration on Large Amount of Relational Data through Keyword Queries.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

The RE-SEARCH ALPS (Research Laboratories in the Alpine Area) Project.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Wikidata and DBpedia: A Comparative Study.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2017

The KEYSTONE IC1302 COST Action.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2017

2016
Entity-Based Keyword Search in Web Documents.
Trans. Comput. Collect. Intell., 2016

Keyword-Based Search Over Databases: A Roadmap for a Reference Architecture Paired with an Evaluation Framework.
Trans. Comput. Collect. Intell., 2016

Providing Insight into Data Source Topics.
J. Data Semant., 2016

Combining user and database perspective for solving keyword queries over relational databases.
Inf. Syst., 2016

Towards Keyword-based Pull Recommendation Systems.
Proceedings of the ICEIS 2016, 2016

Back to the Sketch-Board: Integrating Keyword Search, Semantics, and Information Retrieval.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2016

2015
Supporting Image Search with Tag Clouds: A Preliminary Approach.
Adv. Multim., 2015

Keyword search in structured data and network analysis: A preliminary experiment over DBLP.
Proceedings of the 10th International Workshop on Semantic and Social Media Adaptation and Personalization, 2015

A Perspective Look at Keyword-based Search Over Relation Data and its Evaluation (extended abstract).
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Support of Part-Whole Relations in Query Answering.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2015

Improving css-KNN Classification Performance by Shifts in Training Data.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2015

Recommending Web Pages Using Item-Based Collaborative Filtering Approaches.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2015

2014
Discovering the Topics of a Data Source: a Statistical Approach.
Proceedings of the Workshop on Surfacing the Deep and the Social Web co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Using big data to support automatic Word Sense Disambiguation.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013
QUEST: A Keyword Search System for Relational Data based on Semantic and Machine Learning Techniques.
Proc. VLDB Endow., 2013

Keyword search and evaluation over relational databases: an outlook to the future.
Proceedings of the 7th International Workshop on Ranking in Databases (co-located with VLDB 2013), 2013

Using a HMM based approach for mapping keyword queries into database terms.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Keyword Search over Relational Databases: Issues, Approaches and Open Challenges.
Proceedings of the Bridging Between Information Retrieval and Databases, 2013

2012
Introduction to the Special Issue on Semantic Web Data Management.
Inf. Syst., 2012

Mapping and Integration of Dimensional Attributes Using Clustering Techniques.
Proceedings of the E-Commerce and Web Technologies - 13th International Conference, 2012

Understanding the Semantics of Keyword Queries on Relational Data Without Accessing the Instance.
Proceedings of the Semantic Search over the Web, 2012

2011
Aggregated search of data and services.
Inf. Syst., 2011

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

Keyword search over relational databases: a metadata approach.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Keyword-based Search in Data Integration Systems.
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

KEYRY: A Keyword-Based Search Engine over Relational Databases Based on a Hidden Markov Model.
Proceedings of the Advances in Conceptual Modeling. Recent Developments and New Directions - ER 2011 Workshops FP-UML, MoRE-BI, Onto-CoM, SeCoGIS, Variability@ER, WISM, Brussels, Belgium, October 31, 2011

A Hidden Markov Model Approach to Keyword-Based Search over Relational Databases.
Proceedings of the Conceptual Modeling - ER 2011, 30th International Conference, 2011

Understanding linked open data through keyword searching: the KEYRY approach.
Proceedings of the 2011 EDBT/ICDT Workshop on Linked Web Data Management, 2011

The list Viterbi training algorithm and its application to keyword search over databases.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Data Integration.
Proceedings of the Handbook of Conceptual Modeling, 2011

2010
Keymantic: Semantic Keyword-based Searching in Data Integration Systems.
Proc. VLDB Endow., 2010

Guest Editors' Introduction: Information Overload.
IEEE Internet Comput., 2010

2009
Unified Semantic Search of Data and Services.
Proceedings of the Metadata and Semantic Research - Third International 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

Working in a Dynamic Environment: The NeP4B Approach as a MAS.
Proceedings of the Agents and Peer-to-Peer Computing, 2009

2008
A Methodology for Building and Querying an Ontology representing Data and Multimedia Sources.
Proceedings of the 4th International VLDB Workshop on Ontology-based Techniques for DataBases in Information Systems and Knowledge Systems, 2008

2007
The SEWASIE Network of Mediator Agents for Semantic Search.
J. Univers. Comput. Sci., 2007

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

An Incremental Method for the Lexical Annotation of Domain Ontologies.
Int. J. Semantic Web Inf. Syst., 2007

MELIS - An Incremental Method for the Lexical Annotation of Domain Ontologies.
Proceedings of the WEBIST 2007, 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

The SEWASIE MAS for semantic search.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

2006
An Intelligent Data Integration Approach for Collaborative Project Management in Virtual Enterprises.
World Wide Web, 2006

Instances Navigation for Querying Integrated Data from Web-Sites.
Proceedings of the Web Information Systems and Technologies, International Conferences, 2006

An Incremental Method for Meaning Elicitation of a Domain Ontology.
Proceedings of the SWAP 2006, 2006

2005
Querying a Super-Peer in a Schema-Based Super-Peer Network.
Proceedings of the Databases, 2005

2004
Building a Tourism Information Provider With the MOMIS System.
J. Inf. Technol. Tour., 2004

SOAP-enabled web services for knowledge management.
Int. J. Web Eng. Technol., 2004

2003
Synthesizing an Integrated Ontology.
IEEE Internet Comput., 2003

Experiencing AUML for the WINK Multi-Agent System.
Proceedings of the WOA 2003: Dagli Oggetti agli Agenti. 4th AI*IA/TABOO Joint Workshop "From Objects to Agents": Intelligent Systems and Pervasive Computing, 2003

WINK: A Web-Based System for Collaborative Project Management in Virtual Enterprises.
Proceedings of the 4th International Conference on Web Information Systems Engineering, 2003

Building an integrated Ontology within SEWASIE system.
Proceedings of SWDB'03, 2003

A Peer-To-Peer Agent-Based Semantic Search Engine.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

A Peer-to-Peer Information System for the Semantic Web.
Proceedings of the Agents and Peer-to-Peer Computing, Second International Workshop, 2003

MIKS : An Agent Framework Supporting Information Access and Integration.
Proceedings of the Intelligent Information Agents - The AgentLink Perspective, 2003

2002
Momis: Exploiting Agents to Support Information Integration.
Int. J. Cooperative Inf. Syst., 2002

An Information Integration Framework for E-Commerce.
IEEE Intell. Syst., 2002

An agent framework for supporting the MIKS integration process.
Proceedings of the WOA 2002: Dagli Oggetti agli Agenti. 3rd AI*IA/TABOO Joint Workshop "From Objects to Agents": From Information to Knowledge, 2002

A Data Integration Framework for e-Commerce Product Classification.
Proceedings of the Semantic Web, 2002

The WINK Project for Virtual Enterprise Networking and Integration.
Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

SI-Web: a Web Based Interface for the MOMIS Project.
Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

Semantic Integration and Query Optimization of Heterogeneous Data Sources.
Proceedings of the Advances in Object-Oriented Information Systems, 2002

Product Classification Integration for E-Commerce.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002

Peer-to-Peer Paradigm for a Semantic Search Engine.
Proceedings of the Agents and Peer-to-Peer Computing, First International Workshop, 2002

2001
Agents Supporting Information Integration: The MIKS Framework.
Proceedings of the WOA 2001: Dagli Oggetti agli Agenti. 2nd AI*IA/TABOO Joint Workshop "From Objects to Agents": Evolutive Trends of Software Systems, 2001

Exploiting Extensional Knowledge for Query Reformulation and Object Fusion in a Data Integration System.
Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

Towards a Comprehensive Methodological Framework for Integration.
Proceedings of the 8th International Workshop on Knowledge Representation meets Databases (KRDB 2001), 2001

The MOMIS Approach to Information Integration.
Proceedings of the ICEIS 2001, 2001

SI-Designer: A Tool for Intelligent Integration of Information.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

Supporting Information Integration with Autonomous Agents.
Proceedings of the Cooperative Information Agents V, 5th International Workshop, 2001


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