Matteo Golfarelli

Orcid: 0000-0002-0437-0725

Affiliations:
  • University of Bologna, Italy


According to our database1, Matteo Golfarelli authored at least 140 papers between 1997 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Colossal Trajectory Mining: A unifying approach to mine behavioral mobility patterns.
Expert Syst. Appl., March, 2024

Towards a Process-Driven Design of Data Platforms.
Proceedings of the 26th International Workshop on Design, 2024

2023
Cost-based Optimization of Multistore Query Plans.
Inf. Syst. Frontiers, October, 2023

Big Data Analytics and Knowledge Discovery.
Data Knowl. Eng., July, 2023

Suggesting Assess Queries for Interactive Analysis of Multidimensional Data.
IEEE Trans. Knowl. Data Eng., June, 2023

Fine-grained Soil Moisture Monitoring with PLUTO.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

On the Optimization of Query Plans in Multistores.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Describing and Assessing Cubes Through Intentional Analytics.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Streaming Approach to Schema Profiling.
Proceedings of the New Trends in Database and Information Systems, 2023

2022
COOL: A framework for conversational OLAP.
Inf. Syst., 2022

The central role of data repositories and data models in Data Science and Advanced Analytics.
Future Gener. Comput. Syst., 2022

Multi-sensor profiling for precision soil-moisture monitoring.
Comput. Electron. Agric., 2022

Describing Multidimensional Data Through Highlights.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Insight-Based Vocalization of OLAP Sessions.
Proceedings of the Advances in Databases and Information Systems, 2022

2021
A dataspace-based framework for OLAP analyses in a high-variety multistore.
VLDB J., 2021

Making data platforms smarter with MOSES.
Future Gener. Comput. Syst., 2021

Conversational OLAP (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Conversational OLAP in Action.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Assess Queries for Interactive Analysis of Data Cubes.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Optimizing Execution Plans in a Multistore.
Proceedings of the Advances in Databases and Information Systems, 2021

2020
A model-driven approach to automate data visualization in big data analytics.
Inf. Vis., 2020

DART: De-Anonymization of personal gazetteers through social trajectories.
J. Inf. Secur. Appl., 2020

Summarization and visualization of multi-level and multi-dimensional itemsets.
Inf. Sci., 2020

A-BI<sup>+</sup>: A framework for Augmented Business Intelligence.
Inf. Syst., 2020

Mo.Re.Farming: A hybrid architecture for tactical and strategic precision agriculture.
Data Knowl. Eng., 2020

OLAP Querying of Document Stores in the Presence of Schema Variety.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Towards Conversational OLAP.
Proceedings of the 22nd International Workshop on Design, 2020

2019
A Cost Model for SPARK SQL.
IEEE Trans. Knowl. Data Eng., 2019

Social BI to understand the debate on vaccines on the Web and social media: unraveling the anti-, free, and pro-vax communities in Italy.
Soc. Netw. Anal. Min., 2019

Approximate OLAP of document-oriented databases: A variety-aware approach.
Inf. Syst., 2019

An active learning approach to build adaptive cost models for web services.
Data Knowl. Eng., 2019

Answering GPSJ Queries in a Polystore: A Dataspace-Based Approach.
Proceedings of the Conceptual Modeling - 38th International Conference, 2019

SparkTune: tuning Spark SQL through query cost modeling.
Proceedings of the Advances in Database Technology, 2019

Augmented Business Intelligence.
Proceedings of the 21st International Workshop on Design, 2019

A Hybrid Architecture for Tactical and Strategic Precision Agriculture.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2019

2018
Visual Online Analytical Processing (OLAP).
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Data Warehouse Life Cycle and Design.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Interactive multidimensional modeling of linked data for exploratory OLAP.
Inf. Syst., 2018

Schema profiling of document-oriented databases.
Inf. Syst., 2018

SABINE: A Multi-purpose Dataset of Semantically-Annotated Social Content.
Proceedings of the Semantic Web - ISWC 2018, 2018

A Similarity Function for Multi-Level and Multi-Dimensional Itemsets.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Variety-Aware OLAP of Document-Oriented Databases.
Proceedings of the 20th International Workshop on Design, 2018

From Star Schemas to Big Data: 20+ Years of Data Warehouse Research.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017
QETL: An approach to on-demand ETL from non-owned data sources.
Data Knowl. Eng., 2017

Schema Profiling of Document Stores.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Goal-Based Selection of Visual Representations for Big Data Analytics.
Proceedings of the Advances in Conceptual Modeling, 2017

2016
Natural gas consumption forecasting for anomaly detection.
Expert Syst. Appl., 2016

Towards Exploratory OLAP on Linked Data.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Social Business Intelligence in Action.
Proceedings of the Advanced Information Systems Engineering, 2016

Starry Vault: Automating Multidimensional Modeling from Data Vaults.
Proceedings of the Advances in Databases and Information Systems, 2016

2015
An OLAM Operator for Multi-Dimensional Shrink.
Int. J. Data Warehous. Min., 2015

Advanced topic modeling for social business intelligence.
Inf. Syst., 2015

A collaborative filtering approach for recommending OLAP sessions.
Decis. Support Syst., 2015

Analyzing Genomic Mappings with the GOLAM Framework.
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Meta-Stars: Dynamic, Schemaless, and Semantically-Rich Topic Hierarchies in Social BI.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

Design Issues in Social Business Intelligence Projects.
Proceedings of the Business Intelligence - 5th European Summer School, 2015

2014
Similarity measures for OLAP sessions.
Knowl. Inf. Syst., 2014

Editorial.
Inf. Syst., 2014

A characterization of hierarchical computable distance functions for data warehouse systems.
Decis. Support Syst., 2014

Shrink: An OLAP operation for balancing precision and size of pivot tables.
Data Knowl. Eng., 2014

A Lagrangian heuristic for sprint planning in agile software development.
Comput. Oper. Res., 2014

A methodology for social BI.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

From Business Intelligence to Location Intelligence with the Lily Library.
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

GOLAM: A Framework for Analyzing Genomic Data.
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

Social Business Intelligence - OLAP Applied to User Generated Contents.
Proceedings of the DATA 2014, 2014

2013
Multi-sprint planning and smooth replanning: An optimization model.
J. Syst. Softw., 2013

Fusion Cubes: Towards Self-Service Business Intelligence.
Int. J. Data Warehous. Min., 2013

Efficient derivation of numerical dependencies.
Inf. Syst., 2013

Meta-stars: multidimensional modeling for social business intelligence.
Proceedings of the sixteenth international workshop on Data warehousing and OLAP, 2013

Lily: A Geo-Enhanced Library for Location Intelligence.
Proceedings of the Data Warehousing and Knowledge Discovery, 2013

Honey, I Shrunk the Cube.
Proceedings of the Advances in Databases and Information Systems, 2013

New Trends in Databases and Information Systems: Contributions from ADBIS 2013.
Proceedings of the New Trends in Databases and Information Systems, 2013

2012
OLAP query reformulation in peer-to-peer data warehousing.
Inf. Syst., 2012

A Query Reformulation Framework for P2P OLAP.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Sprint Planning Optimization in Agile Data Warehouse Design.
Proceedings of the Data Warehousing and Knowledge Discovery, 2012

DOLAP 2012 workshop summary.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
myOLAP: An Approach to Express and Evaluate OLAP Preferences.
IEEE Trans. Knowl. Data Eng., 2011

Data Warehouse Testing.
Int. J. Data Warehous. Min., 2011

Data warehouse testing: A prototype-based methodology.
Inf. Softw. Technol., 2011

Preference-based datacube analysis with MYOLAP.
Proceedings of the 27th International Conference on Data Engineering, 2011

QBX: A CASE Tool for Data Mart Design.
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

Modern Software Engineering Methodologies Meet Data Warehouse Design: 4WD.
Proceedings of the Data Warehousing and Knowledge Discovery, 2011

Mining Preferences from OLAP Query Logs for Proactive Personalization.
Proceedings of the Advances in Databases and Information Systems, 2011

What-If Application Design Using UML.
Proceedings of the Integrations of Data Warehousing, Data Mining and Database Technologies, 2011

Temporal Data Warehousing: Approaches and Techniques.
Proceedings of the Integrations of Data Warehousing, Data Mining and Database Technologies, 2011

2010
Efficiently Bounding Cardinality Ratios through Database Constraints.
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Personalization of OLAP queries.
Proceedings of the Actes des 6èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2010

Towards OLAP query reformulation in peer-to-peer data warehousing.
Proceedings of the DOLAP 2010, 2010

2009
Data Warehouse Life-Cycle and Design.
Proceedings of the Encyclopedia of Database Systems, 2009

DFM as a Conceptual Model for Data Warehouse.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

What-if Simulation Modeling in Business Intelligence.
Int. J. Data Warehous. Min., 2009

A Survey on Temporal Data Warehousing.
Int. J. Data Warehous. Min., 2009

Expressing OLAP Preferences.
Proceedings of the Scientific and Statistical Database Management, 2009

A comprehensive approach to data warehouse testing.
Proceedings of the DOLAP 2009, 2009

Visual Modelling of Data Warehousing Flows with UML Profiles.
Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

Open Source BI Platforms: A Functional and Architectural Comparison.
Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

A Survey on Temporal Data Warehousing.
Proceedings of the Database Technologies: Concepts, 2009

2008
UML-Based Modeling for What-If Analysis.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2007
Managing Late Measurements in Data Warehouses.
Int. J. Data Warehous. Min., 2007

X-Time: Schema Versioning and Cross-Version Querying in Data Warehouses.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Clustering techniques for protein surfaces.
Pattern Recognit., 2006

Schema versioning in data warehouses: Enabling cross-version querying via schema augmentation.
Data Knowl. Eng., 2006

M-FIRE: A Metaphor-Based Framework for Information Representation and Exploration.
Proceedings of the WEBIST 2006, 2006

Rappresentazione personalizzata dell'informazione nel Web Semantico.
Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

A Template-Matching Approach for Protein Surface Clustering.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Designing what-if analysis: towards a methodology.
Proceedings of the DOLAP 2006, 2006

What Time Is It in the Data Warehouse?
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005
New trends in Business Intelligence.
Proceedings of the 28th International Convention MIPRO (BIS&DE&ISS), 2005

Mining Complex Patterns from Protein Surfaces.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

2004
Materialization of fragmented views in multidimensional databases.
Data Knowl. Eng., 2004

Mining di pattern complessi di superficie da strutture molecolari.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Schema Versioning in Data Warehouses.
Proceedings of the Conceptual Modeling for Advanced Application Domains, 2004

Beyond data warehousing: what's next in business intelligence?
Proceedings of the DOLAP 2004, 2004

2003
Bounding the cardinality of aggregate views through domain-derived constraints.
Data Knowl. Eng., 2003

PAtterns for Next-generation DAtabase systems: preliminary results of the PANDA project.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003


The workload you have, the workload you would like.
Proceedings of the DOLAP 2003, 2003

Handling Large Workloads by Profiling and Clustering.
Proceedings of the Data Warehousing and Knowledge Discovery, 5th International Conference, 2003

2002
WAND: A CASE Tool for Workload-Based Design of a Data Mart.
Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

Index selection for data warehousing.
Proceedings of the Design and Management of Data Warehouses 2002, 2002

2001
Correction of dead-reckoning errors in map building for mobile robots.
IEEE Trans. Robotics Autom., 2001

A Model of Partially Observable State Game and its Optimality.
Appl. Intell., 2001

Using Domain-Derived Constraints to Bound the Cardinality of Aggregate Views.
Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

WAND: A CASE Tool for Data Warehouse Design.
Proceedings of the ICDE 2001, Demo Session Abstracts (Informal Proceedings), 2001

An ANTS Algorithm for Optimizing the Materialization of Fragmented Views in Data Warehouses: Preliminary Results.
Proceedings of the Applications of Evolutionary Computing, 2001

Data Warehouse Design from XML Sources.
Proceedings of the 4th ACM International Workshop on Data Warehousing and OLAP (DOLAP 2001), 2001

On Estimating the Cardinality of Aggregate Views.
Proceedings of the 3rd Intl. Workshop on Design and Management of Data Warehouses, 2001

2000
Date Warehouse Design.
Proceedings of the ICEIS 2000, 2000

Comparing Nested GPSJ Queries in Multidimensional Databases.
Proceedings of the Third ACM International Workshop on Data Warehousing and OLAP (DOLAP 2000), 2000

View materialization for nested GPSJ queries.
Proceedings of the Second Intl. Workshop on Design and Management of Data Warehouses, 2000

Applying Vertical Fragmentation Techniques in Logical Design of Multidimensional Databases.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000

1999
Vertical Fragmentation of Views in Relational Data Warehouses.
Proceedings of the Atti del Settimo Convegno Nazionale Sistemi Evoluti per Basi di Dati, 1999

1998
The Dimensional Fact Model: A Conceptual Model for Data Warehouses.
Int. J. Cooperative Inf. Syst., 1998

Progettazione concettuale di Data Warehouse da schemi logici relazionali.
Proceedings of the Atti del Sesto Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1998

Elastic correction of dead-reckoning errors in map building.
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998

Conceptual Design of Data Warehouses from E/R Schema.
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

A Game Theory Approach to Coordination in MAS.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998

Methodological Framework for Data Warehouse Design.
Proceedings of the DOLAP '98, 1998

1997
On the Error-Reject Trade-Off in Biometric Verification Systems.
IEEE Trans. Pattern Anal. Mach. Intell., 1997


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