Fabio Mercorio

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 54

Top Topics

Top Venues

Publications

Emilio Colombo, Fabio Mercorio, Mario Mezzanzanica, Antonio Serino
Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs. CoRR (2024)
Roberto Ascari, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings. Cogn. Comput. 16 (3) (2024)
Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Antonio Serino, Andrea Seveso
Disce aut Deficere: Evaluating LLMs Proficiency on the INVALSI Italian Benchmark. CoRR (2024)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Model-contrastive explanations through symbolic reasoning. Decis. Support Syst. 176 (2024)
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Navid Nobani, Andrea Seveso
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models. CoRR (2024)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer. Cogn. Comput. 15 (2) (2023)
Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Leveraging Group Contrastive Explanations for Handling Fairness. xAI (3) (2023)
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
A survey on XAI and natural language explanations. Inf. Process. Manag. 60 (1) (2023)
Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction. KDIR (2023)
Nicola Alimonda, Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica
Preserving Utility in Fair Top-k Ranking with Intersectional Bias. BIAS (2023)
Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Daniele Regoli
Marrying LLMs with Domain Expert Validation for Causal Graph Generation (short paper). AIABI@AI*IA (2023)
Alessandro Castelnovo, Andrea Cosentini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
FFTree: A flexible tree to handle multiple fairness criteria. Inf. Process. Manag. 59 (6) (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
Embeddings Evaluation Using a Novel Measure of Semantic Similarity. Cogn. Comput. 14 (2) (2022)
Nicola Alimonda, Luca Guidotto, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Giovanni Tosi
A Survey on XAI for Cyber Physical Systems in Medicine. MetroXRAINE (2022)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers. IJCAI (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
GraphLMI: A data driven system for exploring labor market information through graph databases. Multim. Tools Appl. 81 (3) (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
WETA: Automatic taxonomy alignment via word embeddings. Comput. Ind. 138 (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract). AAAI (2022)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
ContrXT: Generating contrastive explanations from any text classifier. Inf. Fusion 81 (2022)
Noemi Gozzi, Lorenzo Malandri, Fabio Mercorio, Alessandra Pedrocchi
XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification. Knowl. Based Syst. 240 (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Skills2Job: A recommender system that encodes job offer embeddings on graph databases. Appl. Soft Comput. 101 (2021)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem. IJCAI (2021)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
MEET-LM: A method for embeddings evaluation for taxonomic data in the labour market. Comput. Ind. 124 (2021)
Navid Nobani, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract). AAAI (2021)
Andrea Seveso, Fabio Mercorio, Mario Mezzanzanica
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text. IJCAI (2021)
Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlí
DICO: A Graph-DB Framework for Community Detection on Big Scholarly Data. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract). AAAI (2021)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement. ECML/PKDD (3) (2021)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
NEO: A System for Identifying New Emerging Occupation from Job Ads. AAAI (2021)
Navid Nobani, Fabio Mercorio, Mario Mezzanzanica
Towards an Explainer-agnostic Conversational XAI. IJCAI (2021)
Alessandro Castelnovo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Cosentini
Towards Fairness Through Time. PKDD/ECML Workshops (1) (2021)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
MEET: A Method for Embeddings Evaluation for Taxonomic Data. ICDM (Workshops) (2020)
Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters. CD-MAKE (2020)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations. ISWC (2) (2020)
Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
A tool for exploring networks of computer scientists as a graph. SAC (2019)
Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A Tool for Researchers: Querying Big Scholarly Data Through Graph Databases. ECML/PKDD (3) (2019)
Francesco Colace, Massimo De Santo, Marco Lombardi, Fabio Mercorio, Mario Mezzanzanica, Francesco Pascale
Towards Labour Market Intelligence through Topic Modelling. HICSS (2019)
Giancarlo Sperlì, Flora Amato, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
A Social Media Recommender System. Int. J. Multim. Data Eng. Manag. 9 (1) (2018)
Pietro Giorgio Lovaglio, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Skills in demand for ICT and statistical occupations: Evidence from web-based job vacancies. Stat. Anal. Data Min. 11 (2) (2018)
Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
GraphDBLP Released: Querying the Computer Scientists Network as a Graph. SEBD (2018)
Mario Mezzanzanica, Fabio Mercorio, Mirko Cesarini, Vincenzo Moscato, Antonio Picariello
GraphDBLP: a system for analysing networks of computer scientists through graph databases - GraphDBLP. Multim. Tools Appl. 77 (14) (2018)
Roberto Boselli, Mirko Cesarini, Stefania Marrara, Fabio Mercorio, Mario Mezzanzanica, Gabriella Pasi, Marco Viviani
WoLMIS: a labor market intelligence system for classifying web job vacancies. J. Intell. Inf. Syst. 51 (3) (2018)
Flora Amato, Aniello Castiglione, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Multimedia story creation on social networks. Future Gener. Comput. Syst. 86 (2018)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Classifying online Job Advertisements through Machine Learning. Future Gener. Comput. Syst. 86 (2018)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
An AI Planning System for Data Cleaning. ECML/PKDD (3) (2017)
Gabriella Pasi, Mirko Cesarini, Stefania Marrara, Fabio Mercorio, Marco Viviani, Mario Mezzanzanica, Marco Pappagallo
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). IIR (2017)
Stefania Marrara, Gabriella Pasi, Marco Viviani, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Marco Pappagallo
A language modelling approach for discovering novel labour market occupations from the web. WI (2017)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Using Machine Learning for Labour Market Intelligence. ECML/PKDD (3) (2017)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Labour Market Intelligence for Supporting Decision Making. SEBD (2017)
Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio
PDDL+ Planning with Temporal Pattern Databases. AAAI Workshops (2017)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Alessandro Vaccarino
A Pipeline for Multimedia Twitter Analysis through Graph Databases: Preliminary Results. DATA (2017)
Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio
Heuristic Planning for PDDL+ Domains. AAAI Workshop: Planning for Hybrid Systems (2016)
Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio
Heuristic Planning for Hybrid Systems. AAAI (2016)
Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio
Heuristic Planning for PDDL+ Domains. IJCAI (2016)
Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio
Synthesis of Cost-Optimal Strong Plans in Non-Deterministic Domains. Int. J. Artif. Intell. Tools 24 (6) (2015)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Applying the AHP to Smart Mobility Services: A Case Study. DATA (2015)
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
A Model-Based Approach for Developing Data Cleansing Solutions. ACM J. Data Inf. Qual. 5 (4) (2015)
Flora Amato, Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Fabio Persia, Antonio Picariello
Challenge: Processing web texts for classifying job offers. ICSC (2015)
Flora Amato, Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Fabio Persia, Antonio Picariello
Classification of Web Job Advertisements: A Case Study. SEBD (2015)
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
A model-based evaluation of data quality activities in KDD. Inf. Process. Manag. 51 (2) (2015)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Are the Methodologies for Producing Linked Open Data Feasible for Public Administrations?. DATA (2014)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Data Quality on KDD: a Real-life Scenario. SEBD (2014)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Planning meets Data Cleansing. ICAPS (2014)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Accurate Data Cleansing through Model Checking and Machine Learning Techniques. DATA (Revised Selected Papers) (2014)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Towards data cleansing via planning. Intelligenza Artificiale 8 (1) (2014)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Longitudinal data consistency verification using formal methods. Int. J. Inf. Qual. 3 (3) (2014)
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
Improving Data Cleansing Accuracy - A Model-based Approach. DATA (2014)
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
Automatic Synthesis of Data Cleansing Activities. DATA (2013)
Fabio Mercorio
Model checking for universal planning in deterministic and non-deterministic domains. AI Commun. 26 (2) (2013)
Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
Inconsistency Knowledge Discovery for Longitudinal Data Management: A Model-Based Approach. CHI-KDD (2013)
Giuseppe Della Penna, Daniele Magazzeni, Fabio Mercorio
A universal planning system for hybrid domains. Appl. Intell. 36 (4) (2012)
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
Data Quality Sensitivity Analysis on Aggregate Indicators. DATA (2012)
Mario Mezzanzanica, Mirko Cesarini, Fabio Mercorio, Roberto Boselli
Towards the Use of Model Checking for Performing Data Consistency Evaluation and Cleansing. ICIQ (2012)
Giuseppe Della Penna, Fabio Mercorio, Benedetto Intrigila, Daniele Magazzeni, Enrico Tronci
Cost-optimal Strong Planning in Non-deterministic Domains. ICINCO (1) (2011)
Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio
Data Quality through Model Checking Techniques. IDA (2011)
Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio
Resource-Optimal Planning For An Autonomous Planetary Vehicle CoRR (2010)
Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio
A PDDL+ Benchmark Problem: The Batch Chemical Plant. ICAPS (2010)
Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio
Planning for Autonomous Planetary Vehicles. ICAS (2010)
Giuseppe Della Penna, Daniele Magazzeni, Fabio Mercorio, Benedetto Intrigila
UPMurphi: A Tool for Universal Planning on PDDL+ Problems. ICAPS (2009)