Proceedings of the 3rd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2023) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AI*IA 2023), 2023

2022

GraphLMI: A data driven system for exploring labor market information through graph databases.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

FFTree: A flexible tree to handle multiple fairness criteria.

[BibT_eX]

[DOI]

Alessandro Castelnovo

Inf. Process. Manag., 2022

ContrXT: Generating contrastive explanations from any text classifier.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

Embeddings Evaluation Using a Novel Measure of Semantic Similarity.

[BibT_eX]

[DOI]

Cogn. Comput., 2022

WETA: Automatic taxonomy alignment via word embeddings.

[BibT_eX]

[DOI]

Comput. Ind., 2022

A Survey on XAI for Cyber Physical Systems in Medicine.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

DICO: A Graph-DB Framework for Community Detection on Big Scholarly Data.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2021

MEET-LM: A method for embeddings evaluation for taxonomic data in the labour market.

[BibT_eX]

[DOI]

Comput. Ind., 2021

Skills2Job: A recommender system that encodes job offer embeddings on graph databases.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Towards Fairness Through Time.

[BibT_eX]

[DOI]

Alessandro Castelnovo

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text.

[BibT_eX]

[DOI]

Andrea Seveso

Fabio Mercorio

Mario Mezzanzanica

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Towards an Explainer-agnostic Conversational XAI.

[BibT_eX]

[DOI]

Navid Nobani

Fabio Mercorio

Mario Mezzanzanica

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

NEO: A System for Identifying New Emerging Occupation from Job Ads.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2020, 2020

MEET: A Method for Embeddings Evaluation for Taxonomic Data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters.

[BibT_eX]

[DOI]

Fabio Mercorio

Mario Mezzanzanica

Andrea Seveso

Proceedings of the Machine Learning and Knowledge Extraction, 2020

2019

Big Data Enables Labor Market Intelligence.

[BibT_eX]

[DOI]

Mario Mezzanzanica

Fabio Mercorio

Proceedings of the Encyclopedia of Big Data Technologies., 2019

A tool for exploring networks of computer scientists as a graph.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

A Tool for Researchers: Querying Big Scholarly Data Through Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Towards Labour Market Intelligence through Topic Modelling.

[BibT_eX]

[DOI]

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018

Skills in demand for ICT and statistical occupations: Evidence from web-based job vacancies.

[BibT_eX]

[DOI]

Pietro Giorgio Lovaglio

Mirko Cesarini

Fabio Mercorio

Mario Mezzanzanica

Stat. Anal. Data Min., 2018

GraphDBLP: a system for analysing networks of computer scientists through graph databases - GraphDBLP.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

WoLMIS: a labor market intelligence system for classifying web job vacancies.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2018

A Social Media Recommender System.

[BibT_eX]

[DOI]

Int. J. Multim. Data Eng. Manag., 2018

Classifying online Job Advertisements through Machine Learning.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

Multimedia story creation on social networks.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

GraphDBLP Released: Querying the Computer Scientists Network as a Graph.

[BibT_eX]

[DOI]

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

2017

A language modelling approach for discovering novel labour market occupations from the web.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Web Intelligence, 2017

Labour Market Intelligence for Supporting Decision Making.

[BibT_eX]

[DOI]

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

An AI Planning System for Data Cleaning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Using Machine Learning for Labour Market Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Un'Analisi del Mondo del Lavoro e un Modello Predittivo per Potenziali Nuove Occupazioni (An Analysis of the Job Market and a Predictive Model for Potential New Jobs).

[BibT_eX]

[DOI]

Proceedings of the 8th Italian Information Retrieval Workshop, 2017

A Pipeline for Multimedia Twitter Analysis through Graph Databases: Preliminary Results.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Data Science, 2017

PDDL+ Planning with Temporal Pattern Databases.

[BibT_eX]

[DOI]

Wiktor Mateusz Piotrowski

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Heuristic Planning for PDDL+ Domains.

[BibT_eX]

[DOI]

Wiktor Mateusz Piotrowski

Proceedings of the Planning for Hybrid Systems, 2016

Heuristic Planning for Hybrid Systems.

[BibT_eX]

[DOI]

Wiktor Mateusz Piotrowski

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A Model-Based Approach for Developing Data Cleansing Solutions.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2015

A model-based evaluation of data quality activities in KDD.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2015

Synthesis of Cost-Optimal Strong Plans in Non-Deterministic Domains.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2015

Challenge: Processing web texts for classifying job offers.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Classification of Web Job Advertisements: A Case Study.

[BibT_eX]

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Applying the AHP to Smart Mobility Services: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the DATA 2015, 2015

2014

A Policy-Based Cleansing and Integration Framework for Labour and Healthcare Data.

[BibT_eX]

[DOI]

Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014

Longitudinal data consistency verification using formal methods.

[BibT_eX]

[DOI]

Int. J. Inf. Qual., 2014

Towards data cleansing via planning.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2014

Data Quality on KDD: a Real-life Scenario.

[BibT_eX]

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Improving Data Cleansing Accuracy - A Model-based Approach.

[BibT_eX]

[DOI]

Proceedings of the DATA 2014, 2014

Accurate Data Cleansing through Model Checking and Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Data Management Technologies and Applications, 2014

Are the Methodologies for Producing Linked Open Data Feasible for Public Administrations?.

[BibT_eX]

[DOI]

Proceedings of the DATA 2014, 2014

Planning meets Data Cleansing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014

2013

Model checking for universal planning in deterministic and non-deterministic domains.

[BibT_eX]

[DOI]

Fabio Mercorio

AI Commun., 2013

Inconsistency Knowledge Discovery for Longitudinal Data Management: A Model-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

Automatic Synthesis of Data Cleansing Activities.

[BibT_eX]

[DOI]

Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

2012

Model checking for the analysis and control of complex and non-deterministic systems.

[BibT_eX]

[DOI]

Fabio Mercorio

PhD thesis, 2012

A universal planning system for hybrid domains.

[BibT_eX]

[DOI]

Giuseppe Della Penna

Daniele Magazzeni

Fabio Mercorio

Appl. Intell., 2012

Towards the Use of Model Checking for Performing Data Consistency Evaluation and Cleansing.

[BibT_eX]

Proceedings of the 17th International Conference on Information Quality, 2012

Data Quality Sensitivity Analysis on Aggregate Indicators.

[BibT_eX]

Proceedings of the DATA 2012, 2012

2011

Data Quality through Model Checking Techniques.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

Cost-optimal Strong Planning in Non-deterministic Domains.

[BibT_eX]

Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

2010

Resource-Optimal Planning For An Autonomous Planetary Vehicle

[BibT_eX]

[DOI]

CoRR, 2010

Planning for Autonomous Planetary Vehicles.

[BibT_eX]

[DOI]