Giuseppe Polese

Orcid: 0000-0002-8496-2658

According to our database1, Giuseppe Polese authored at least 120 papers between 1992 and 2024.

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

Timeline

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Bibliography

2024
Claude 2.0 large language model: Tackling a real-world classification problem with a new iterative prompt engineering approach.
Intell. Syst. Appl., March, 2024

Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot.
Expert Syst. Appl., January, 2024

2023
Malicious Account Identification in Social Network Platforms.
ACM Trans. Internet Techn., November, 2023

Foreword.
Int. J. Softw. Eng. Knowl. Eng., 2023

An Approach to Trade-off Privacy and Classification Accuracy in Machine Learning Processes.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Relaxed Functional Dependency Discovery in Incremental Scenarios.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms?
Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023

IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022
Special issue on Sentient Multimedia Systems.
Multim. Tools Appl., 2022

Social network data analysis to highlight privacy threats in sharing data.
J. Big Data, 2022

A decision-support framework for data anonymization with application to machine learning processes.
Inf. Sci., 2022

Cross-Social Network Investigation to Highlight Privacy Violations in Data Sharing Activities.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Imputation of Missing Values through Profiling Metadata.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society.
Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), 2022

RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Brain tumors classification from MRI images: A comparative study between different neural networks.
Proceedings of the 28th International DMS Conference on Visualization and Visual Languages, 2022

2021
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance.
IEEE Trans. Knowl. Data Eng., 2021

An intelligent system for focused crawling from Big Data sources.
Expert Syst. Appl., 2021

Dependency Visualization in Data Stream Profiling.
Big Data Res., 2021

Efficient Validation of Functional Dependencies during Incremental Discovery.
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Efficient Discovery of Functional Dependencies from Incremental Databases.
Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract].
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Real-time visualization of profiling metadata upon data insertions.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Visual ECG Analysis in Real-world Scenarios.
Proceedings of the 27th International DMS Conference on Visualization and Visual Languages, 2021

2020
Combining Collaborative Filtering and Semantic-Based Techniques to Recommend Components for Mashup Design.
Proceedings of the Computational Intelligence for Semantic Knowledge Management, 2020

Editorial: Special Issue on Metadata Discovery for Assessing Data Quality.
ACM J. Data Inf. Qual., 2020

Mining relaxed functional dependencies from data.
Data Min. Knowl. Discov., 2020

Secure IoT Analytics for Fast Deterioration Detection in Emergency Rooms.
IEEE Access, 2020

GDPR Compliant Information Confidentiality Preservation in Big Data Processing.
IEEE Access, 2020

Lattice-based Discovery of Hybrid Relaxed Functional Dependencies.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Enhancing user awareness during internet browsing.
Proceedings of the Fourth Italian Conference on Cyber Security, 2020

A Multi Classifier Approach for Supporting Alzheimer's Diagnosis Based on Handwriting Analysis.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Visualizing Dependencies during Incremental Discovery Processes.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Enhancing IoT-based critical diagnosis in emergency rooms through intelligent video surveillance.
Proceedings of the IEEE Intl Conf on Dependable, 2020

2019
Visualization of (multimedia) dependencies from big data.
Multim. Tools Appl., 2019

EDCAR: A knowledge representation framework to enhance automatic video surveillance.
Expert Syst. Appl., 2019

Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

2018
Enabling the generation of web applications from mockups.
Softw. Pract. Exp., 2018

Dependency-based Query Result Approximation (Extended Abstract).
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Dependency-Based Query/View Synchronization upon Schema Evolutions.
Proceedings of the Advances in Conceptual Modeling, 2018

Fake Account Identification in Social Networks.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Evolutionary mining of relaxed dependencies from big data collections.
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

A genetic algorithm to discover relaxed functional dependencies from data.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Learning Effective Query Management Strategies from Big Data.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Synchronization of Queries and Views Upon Schema Evolutions: A Survey.
ACM Trans. Database Syst., 2016

Relaxed Functional Dependencies - A Survey of Approaches.
IEEE Trans. Knowl. Data Eng., 2016

On the Discovery of Relaxed Functional Dependencies.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

2015
Understanding user intent on the web through interaction mining.
J. Vis. Lang. Comput., 2015

A Tool Supporting End-User Development of Access Control in Web Applications.
Int. J. Softw. Eng. Knowl. Eng., 2015

Automating Conceptual Schema Reconciliation through a DL-based Schema Matcher.
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

An Interaction Mining Approach for Classifying User Intent on the Web.
Proceedings of the 21st International Conference on Distributed Multimedia Systems, Vancouver, Canada, August 31, 2015

2014
A decision support system for Evidence Based Medicine.
J. Vis. Lang. Comput., 2014

A volunteered geographic information system for collecting and rating petroglyph data.
J. Vis. Lang. Comput., 2014

A visual language-based system for extraction-transformation-loading development.
Softw. Pract. Exp., 2014

Supporting Access Control within a Mockup-based EUDWeb Environment.
Proceedings of the 7th International Symposium on Visual Information Communication and Interaction, 2014

On the Estimation of Spatial Database Performances.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

High-level Modeling of Reconciled Data Schemas.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

A sketch-based conceptual level data integration methodology.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Visual data integration based on description logic reasoning.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

PetroAdvisor: A Volunteer-based Information System for Collecting and Rating Petroglyph Data.
Proceedings of the 20th International Conference on Distributed Multimedia Systems: Research papers on distributed multimedia systems, 2014

Data Integration by Conceptual Diagrams.
Proceedings of the Database and Expert Systems Applications, 2014

A Design Time Estimation Methodology for Spatial Databases.
Proceedings of the International C* Conference on Computer Science & Software Engineering, 2014

Visually integrating databases at conceptual level.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

2013
Visual Computer-Managed Security: A Framework for Developing Access Control in Enterprise Applications.
IEEE Softw., 2013

Exploiting Interaction Features in User Intent Understanding.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012
The Indiana MAS Project: Goals and Preliminary Results.
Proceedings of the 13th Workshop on Objects and Agents, 2012

Capturing User's Interest from Human-Computer Interaction Logging.
Proceedings of the Web Information Systems and Technologies - 8th International Conference, 2012

Inferring Web Page Relevance from Human-computer Interaction Logging.
Proceedings of the WEBIST 2012 - Proceedings of the 8th International Conference on Web Information Systems and Technologies, Porto, Portugal, 18, 2012

2011
Dialogue-driven Search in Surveillance Videos .
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

Exploiting Visual Language Technologies in Structural Analysis.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

2010
A system for visual role-based policy modelling.
J. Vis. Lang. Comput., 2010

2009
Monitoring Online Tests through Data Visualization.
IEEE Trans. Knowl. Data Eng., 2009

Towards a Dialogue Based Interface for Query Synchronization.
IxD&A, 2009

Notes on View Synchronization using Default Logic.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

A Mapreduce Framework for Change Propagation in Geographic Databases.
Proceedings of the ICEIS 2009, 2009

2008
A Visual Language for Data Integration.
Proceedings of the 14th International Conference on Distributed Multimedia Systems, 2008

2007
Visual language implementation through standard compiler-compiler techniques.
J. Vis. Lang. Comput., 2007

A Normalization Framework for Multimedia Databases.
IEEE Trans. Knowl. Data Eng., 2007

A SCORM Thin Client Architecture for E-Learning Systems Based on Web Services.
Int. J. Distance Educ. Technol., 2007

Conceptual Foundations of Interrogative Agents.
Proceedings of the WOA 2007: Dagli Oggetti agli Agenti. 8th AI*IA/TABOO Joint Workshop "From Objects to Agents": Agents and Industry: Technological Applications of Software Agents, 2007

Logging and Visualization of Learner Behaviour in Web-Based E-Testing.
Proceedings of the Advances in Web Based Learning, 2007

Early Performance Analysis in the Design of Spatial Databases.
Proceedings of the ICSOFT 2007, 2007

A Logic Framework to Support Database Refactoring.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

2005
Building syntax-aware editors for visual languages.
J. Vis. Lang. Comput., 2005

Visual Language-Based System for Designing and Presenting E-Learning Courses.
Int. J. Distance Educ. Technol., 2005

Role Based Reengineering of Web Applications.
Proceedings of the Seventh IEEE International Workshop on Web Site Evolution (WSE 2005), 2005

Object Modeling of RDBMS Based Applications.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

Normalizing Multimedia Databases.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004
A framework for modeling and implementing visual notations with applications to software engineering.
ACM Trans. Softw. Eng. Methodol., 2004

Towards Syntax-Aware Editors for Visual Languages.
Proceedings of the Workshop on Visual Languages and Formal Methods, 2004

A Parsing Technique for Sketch Recognition Systems.
Proceedings of the 2004 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2004), 2004

Visual modelling of role-based security policies in distributed multimedia applications.
Proceedings of the Sixth IEEE International Symposium on Multimedia Software Engineering, 2004

2003
Visual Authorization Modeling in E-commerce Applications.
IEEE Multim., 2003

Prototype of a visual language for spatial data mining based on the 'miner trip' metaphor: VisMiner.
Proceedings of the 2003 IEEE Symposium on Human Centric Computing Languages and Environments (HCC 2003), 2003

2002
A Classification Framework to Support the Design of Visual Languages.
J. Vis. Lang. Comput., 2002

A Methodology for Modeling Multimedia Databases.
Int. J. Softw. Eng. Knowl. Eng., 2002

A data mining based system supporting tactical decisions.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

2001
Towards a Theory of Normalization for Multimedia Databases.
Proceedings of the 2002 IEEE CS International Symposium on Human-Centric Computing Languages and Environments (HCC 2001), 2001

M-CODD: A Technique for the Conceptual Design of Multimedia Databases.
Proceedings of the Multimedia Databases and Image Communication, 2001

2000
An Extended Relational Data Model for Multimedia DBMSs.
J. Vis. Lang. Comput., 2000

Extended Positional Grammars.
Proceedings of the 2000 IEEE International Symposium on Visual Languages, 2000

Automatic Generation of RDBMS Based Applications from Object Oriented Design Schemes.
Proceedings of the Applied Computing 2000, 2000

1999
On the generation of interactive iconic environments.
Int. J. Hum. Comput. Stud., 1999

Supporting Hybrid and Hierarchical Visual Language Definition.
Proceedings of the 1999 IEEE Symposium on Visual Languages, 1999

Browsing the Web through Virtual Reality.
Proceedings of the 1999 IEEE Symposium on Visual Languages, 1999

The Design of Multimedia Languages Based on Teleaction Objects.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

The Development of Hierarchical Visual Languages.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

A Virtual Reality Environment for Web Browsing.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
IFS Based Indexing in Image Databases.
Proceedings of the Image Databases and Multi-Media Search, 1998

FIRST: Fractal Indexing and Retrieval SysTem for Image Databases.
Image Vis. Comput., 1998

Iconic Language Design for People with Significant Speech and Multiple Impairments.
Proceedings of the Assistive Technology and Artificial Intelligence, 1998

1997
A Visual Language Based System for the Efficient Management of the Software Development Process.
Proceedings of the Proceedings 1997 IEEE Symposium on Visual Languages, 1997

A Visual Language for Authorization Modeling.
Proceedings of the Proceedings 1997 IEEE Symposium on Visual Languages, 1997

1994
A methodology and interactive environment for iconic language design.
Int. J. Hum. Comput. Stud., 1994

Iconic language design for people with significant speech and multiple impairments.
Proceedings of the First Annual ACM Conference on Assistive Technologies, 1994

1993
Automatic Parser Generation for Pictorial Languages.
Proceedings of the 1993 IEEE Workshop on Visual Languages, 1993

Deriving the Meaning of Iconic Sentences for Augmentative Communication.
Proceedings of the 1993 IEEE Workshop on Visual Languages, 1993

1992
A 2D Interactive Parser for Iconic Languages.
Proceedings of the 1992 IEEE Workshop on Visual Languages, 1992

A Methodology for Iconic Language Design with Application to Augmentative Communication.
Proceedings of the 1992 IEEE Workshop on Visual Languages, 1992


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