Alberto Belussi

Orcid: 0000-0003-3023-8020

According to our database1, Alberto Belussi authored at least 85 papers between 1995 and 2024.

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

Timeline

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Bibliography

2024
Promoting sustainable tourism by recommending sequences of attractions with deep reinforcement learning.
J. Inf. Technol. Tour., September, 2024

A learning-based framework for spatial join processing: estimation, optimization and tuning.
VLDB J., July, 2024

A Generic Machine Learning Model for Spatial Query Optimization based on Spatial Embeddings.
ACM Trans. Spatial Algorithms Syst., 2024

Augmentation Techniques for Balancing Spatial Datasets in Machine and Deep Learning Applications.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023
Tracking social provenance in chains of retweets.
Knowl. Inf. Syst., October, 2023

A Context-Aware Recommendation System with a Crowding Forecaster.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

2022
Tracking Data Provenance of Archaeological Temporal Information in Presence of Uncertainty.
ACM Journal on Computing and Cultural Heritage, 2022

Sequence recommendations for groups: A dynamic approach to balance preferences.
Inf. Syst., 2022

Spatial embedding: a generic machine learning model for spatial query optimization.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Towards a Learned Cost Model for Distributed Spatial Join: Data, Code & Models.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Forecasting POI Occupation with Contextual Machine Learning.
Proceedings of the Advances in Databases and Information Systems, 2022

Spatial Data Generators.
Proceedings of the Spatial Gems, Volume 1, 2022

2021
Distributing Tourists among POIs with an Adaptive Trip Recommendation System.
IEEE Trans. Emerg. Top. Comput., 2021

CoPart: a context-based partitioning technique for big data.
J. Big Data, 2021

Spatial Data Generators.
CoRR, 2021

A Learned Query Optimizer for Spatial Join.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
Using Deep Learning for Big Spatial Data Partitioning.
ACM Trans. Spatial Algorithms Syst., 2020

Skewness-Based Partitioning in SpatialHadoop.
ISPRS Int. J. Geo Inf., 2020

A template-based approach for the specification of 3D topological constraints.
GeoInformatica, 2020

A framework for evaluating 3D topological relations based on a vector data model.
GeoInformatica, 2020

Cost estimation of spatial join in spatialhadoop.
GeoInformatica, 2020

SpiderWeb: A Spatial Data Generator on the Web.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

A Context-based Approach for Partitioning Big Data.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Promoting Data Provenance Tracking in the Archaeological Interpretation Process.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

A Balanced Solution for the Partition-based Spatial Merge Join in MapReduce.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

2019
A Blockchain-based Solution to Fake Check-ins in Location-Based Social Networks.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, 2019

Efficient MapReduce computation of topological relations for big geometries.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2019

What is the Role of Context in Fair Group Recommendations?
Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, 2019

The Blockchain Role in Ethical Data Acquisition and Provisioning.
Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, 2019

Sequences of Recommendations for Dynamic Groups: What Is the Role of Context?
Proceedings of the 2019 IEEE International Congress on Big Data, 2019

2018
An Interoperable Spatio-Temporal Model for Archaeological Data Based on ISO Standard 19100.
ACM Journal on Computing and Cultural Heritage, 2018

What Makes Spatial Data Big? A Discussion on How to Partition Spatial Data.
Proceedings of the 10th International Conference on Geographic Information Science, 2018

Detecting skewness of big spatial data in SpatialHadoop.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Adaptive Trip Recommendation System: Balancing Travelers among POIs with MapReduce.
Proceedings of the 2018 IEEE International Congress on Big Data, 2018

2017
Establishing robustness of a spatial dataset in a tolerance-based vector model.
Trans. GIS, 2017

A spatio-temporal framework for managing archeological data.
Ann. Math. Artif. Intell., 2017

Computing Techniques for Spatio-Temporal Data in Archaeology and Cultural Heritage - Introduction.
Proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory, 2017

2016
Snap Rounding with Restore: An Algorithm for Producing Robust Geometric Datasets.
ACM Trans. Spatial Algorithms Syst., 2016

Towards massive spatial data validation with SpatialHadoop.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2016

2015
Impact of data representation rules on the robustness of topological relation evaluation.
GeoInformatica, 2015

Validation of spatial integrity constraints in city models.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

2014
A Framework for Managing Temporal Dimensions in Archaeological Data.
Proceedings of the 21st International Symposium on Temporal Representation and Reasoning, 2014

2013
Approximate Queries for Spatial Data.
Proceedings of the Advanced Query Processing, Volume 1: Issues and Trends, 2013

Wearable queries: adapting common retrieval needs to data and users.
Proceedings of the 7th International Workshop on Ranking in Databases (co-located with VLDB 2013), 2013

On robust interpretation of topological relations in identity and tolerance models.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
A framework for integrating multi-accuracy spatial data in geographical applications.
GeoInformatica, 2012

Topological operators: a relaxed query processing approach.
GeoInformatica, 2012

Robustness of spatial relation evaluation in data exchange.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Dealing with multigranular spatio-temporal databases to manage psychiatric epidemiology data.
Proceedings of CBMS 2012, 2012

Distributed Integration of Spatial Data with Different Positional Accuracies.
Proceedings of the Bridging the Geographic Information Sciences, 2012

2011
Workflow technology for geo-processing: the missing link.
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011

2010
Managing Collapsed Surfaces in Spatial Constraints Validation.
Proceedings of the Geospatial Thinking, 2010

2009
Relaxing Topological Selection Operators: an Index-based Approach.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Formal and conceptual modeling of spatio-temporal granularities.
Proceedings of the International Database Engineering and Applications Symposium (IDEAS 2009), 2009

From the conceptual design of spatial constraints to their implementation in real systems.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Transferring Segmented Properties in the Conflation of Transportation Networks.
Proceedings of the Advances in GIScience, 2009

2008
Towards a Formal Framework for Spatio-Temporal Granularities.
Proceedings of the 15th International Symposium on Temporal Representation and Reasoning, 2008

Ownership Definition and Instances Integration in Highly Coupled Spatial Data Infrastructures.
Proceedings of the European Information Society: Taking Geoinformation Science One Step Further, 2008

2007
Using Qualitative Information in Query Processing over Multiresolution Maps.
Proceedings of the Spatial Data on the Web, Modeling and Management., 2007

GeoMTGM: A Graphical Data Model for Semistructured, Geographical, and Temporal Data.
Proceedings of the Spatial Data on the Web, Modeling and Management., 2007

Spatial Data on the Web: Issues and Challenges.
Proceedings of the Spatial Data on the Web, Modeling and Management., 2007

2006
Modelling Spatial Whole-Part relationships using an ISO-TC211 conformant approach.
Inf. Softw. Technol., 2006

An ISO TC 211 Conformant Approach to Model Spatial Integrity Constraints in the Conceptual Design of Geographical Databases.
Proceedings of the Advances in Conceptual Modeling - Theory and Practice, 2006

Towards Similarity-Based Topological Query Languages.
Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006

2005
Automatic Updating of Urban Vector Maps.
Proceedings of the Image Analysis and Processing, 2005

Towards topological consistency and similarity of multiresolution geographical maps.
Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005

A Geographic, Multimedia, and Temporal Data Model for Semistructured Data.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

2004
Designing an Urban-Scale Auditory Alert System.
Computer, 2004

A Framework for the Internationalization of Data-Intensive Web Applications.
Proceedings of the Web Engineering - 4th International Conference, 2004

Grid based methods for estimating spatial join selectivity.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

An authorization model for geographical maps.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

2003
Grid Based Methods for the Spatial Join Estimation.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

A reference framework for integrating multiple representations of geographical maps.
Proceedings of the ACM-GIS 2003, 2003

2002
Using spatial data access structures for filtering nearest neighbor queries.
Data Knowl. Eng., 2002

Optimal Placement of Acoustic Sources in a Built-up Area using CLP(FD).
Proceedings of the AGP 2002: Proceedings of the Joint Conference on Declarative Programming, 2002

2000
Mereological inheritance.
Spatial Cogn. Comput., 2000

An integrity constraints driven system for updating spatial databases.
Proceedings of the ACM-GIS 2000, 2000

1998
Self-Spacial Join Selectivity Estimation Using Fractal Concepts.
ACM Trans. Inf. Syst., 1998

An Extended Algebra for Constraint Databases.
IEEE Trans. Knowl. Data Eng., 1998

Introducing External Functions in Constraint Query Languages.
Proceedings of the Principles and Practice of Constraint Programming, 1998

1997
Manipulating Spatial Data in Constraint Databases.
Proceedings of the Advances in Spatial Databases, 1997

1996
Spatial Relational Algebra: An Extended Relational Algebra for Spatial Databases.
Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

A Data Access Structure for Filtering Distance Queries in Image Retrieval.
Proceedings of the Multimedia Database System: Issues and Research Direction, 1996

1995
Estimating the Selectivity of Spatial Queries Using the 'Correlation' Fractal Dimension.
Proceedings of the VLDB'95, 1995

Generalized Relational Algebra: Modeling Spatial Queries in Constraint Databases.
Proceedings of the Constraint Databases and Applications, 1995


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