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ORCIDFabio Mercorio
Person information
- affiliation: University of Milano-Bicocca, Department of Statistics and Quantitative Methods, Milan, Italy
- affiliation (PhD 2012): University of L'Aquila, Italy
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2020 – today
- 2024
[j26]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): 949-963 (2024)- [j25]Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso:
Model-contrastive explanations through symbolic reasoning. Decis. Support Syst. 176: 114040 (2024) - [i4]Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Antonio Serino, Andrea Seveso:
Disce aut Deficere: Evaluating LLMs Proficiency on the INVALSI Italian Benchmark. CoRR abs/2406.17535 (2024) - [i3]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 abs/2407.15248 (2024) - [i2]Emilio Colombo, Fabio Mercorio, Mario Mezzanzanica, Antonio Serino:
Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs. CoRR abs/2407.19204 (2024) - 2023
- [j24]Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani:
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer. Cogn. Comput. 15(2): 613-644 (2023) - [j23]Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani:
A survey on XAI and natural language explanations. Inf. Process. Manag. 60(1): 103111 (2023) - [c49]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 - [c48]Nicola Alimonda, Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica:
Preserving Utility in Fair Top-k Ranking with Intersectional Bias. BIAS 2023: 59-73 - [c47]Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica:
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction. KDIR 2023: 289-297 - [c46]Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso:
Leveraging Group Contrastive Explanations for Handling Fairness. xAI (3) 2023: 332-345 - 2022
- [j22]Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica:
WETA: Automatic taxonomy alignment via word embeddings. Comput. Ind. 138: 103626 (2022) - [j21]Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani:
Embeddings Evaluation Using a Novel Measure of Semantic Similarity. Cogn. Comput. 14(2): 749-763 (2022) - [j20]Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso:
ContrXT: Generating contrastive explanations from any text classifier. Inf. Fusion 81: 103-115 (2022) - [j19]Alessandro Castelnovo, Andrea Cosentini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica:
FFTree: A flexible tree to handle multiple fairness criteria. Inf. Process. Manag. 59(6): 103099 (2022) - [j18]Noemi Gozzi, Lorenzo Malandri, Fabio Mercorio, Alessandra Pedrocchi:
XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification. Knowl. Based Syst. 240: 108053 (2022) - [j17]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): 3061-3090 (2022) - [c45]Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica:
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract). AAAI 2022: 12955-12956 - [c44]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: 5936-5939 - [c43]Nicola Alimonda, Luca Guidotto, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Giovanni Tosi:
A Survey on XAI for Cyber Physical Systems in Medicine. MetroXRAINE 2022: 265-270 - 2021
- [j16]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: 107049 (2021) - [j15]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: 103341 (2021) - [j14]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): 1987-2003 (2021) - [c42]Navid Nobani, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica:
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract). AAAI 2021: 15859-15860 - [c41]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: 15885-15886 - [c40]Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso:
NEO: A System for Identifying New Emerging Occupation from Job Ads. AAAI 2021: 16035-16037 - [c39]Navid Nobani, Fabio Mercorio, Mario Mezzanzanica:
Towards an Explainer-agnostic Conversational XAI. IJCAI 2021: 4909-4910 - [c38]Andrea Seveso, Fabio Mercorio, Mario Mezzanzanica:
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text. IJCAI 2021: 4917-4918 - [c37]Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso:
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem. IJCAI 2021: 4984-4987 - [c36]Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani:
TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement. ECML/PKDD (3) 2021: 612-627 - [c35]Alessandro Castelnovo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Cosentini:
Towards Fairness Through Time. PKDD/ECML Workshops (1) 2021: 647-663 - 2020
- [c34]Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso:
eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters. CD-MAKE 2020: 159-172 - [c33]Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani:
MEET: A Method for Embeddings Evaluation for Taxonomic Data. ICDM (Workshops) 2020: 31-38 - [c32]Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso:
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations. ISWC (2) 2020: 568-584
2010 – 2019
- 2019
- [c31]Francesco Colace, Massimo De Santo, Marco Lombardi, Fabio Mercorio, Mario Mezzanzanica, Francesco Pascale:
Towards Labour Market Intelligence through Topic Modelling. HICSS 2019: 1-10 - [c30]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: 760-763 - [c29]Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello:
A tool for exploring networks of computer scientists as a graph. SAC 2019: 2240-2242 - [r1]Mario Mezzanzanica, Fabio Mercorio:
Big Data Enables Labor Market Intelligence. Encyclopedia of Big Data Technologies 2019 - 2018
- [j13]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Classifying online Job Advertisements through Machine Learning. Future Gener. Comput. Syst. 86: 319-328 (2018) - [j12]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: 412-420 (2018) - [j11]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): 36-50 (2018) - [j10]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): 477-502 (2018) - [j9]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): 18657-18688 (2018) - [j8]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): 78-91 (2018) - [c28]Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello:
GraphDBLP Released: Querying the Computer Scientists Network as a Graph. SEBD 2018 - 2017
- [c27]Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio:
PDDL+ Planning with Temporal Pattern Databases. AAAI Workshops 2017 - [c26]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Alessandro Vaccarino:
A Pipeline for Multimedia Twitter Analysis through Graph Databases: Preliminary Results. DATA 2017: 343-349 - [c25]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: 116-120 - [c24]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Using Machine Learning for Labour Market Intelligence. ECML/PKDD (3) 2017: 330-342 - [c23]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
An AI Planning System for Data Cleaning. ECML/PKDD (3) 2017: 349-353 - [c22]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Labour Market Intelligence for Supporting Decision Making. SEBD 2017: 74 - [c21]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: 1026-1034 - 2016
- [c20]Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio:
Heuristic Planning for Hybrid Systems. AAAI 2016: 4254-4255 - [c19]Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio:
Heuristic Planning for PDDL+ Domains. AAAI Workshop: Planning for Hybrid Systems 2016 - [c18]Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio:
Heuristic Planning for PDDL+ Domains. IJCAI 2016: 3213-3219 - 2015
- [j7]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): 1550025:1-1550025:45 (2015) - [j6]Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio:
A model-based evaluation of data quality activities in KDD. Inf. Process. Manag. 51(2): 144-166 (2015) - [j5]Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio:
A Model-Based Approach for Developing Data Cleansing Solutions. ACM J. Data Inf. Qual. 5(4): 13:1-13:28 (2015) - [c17]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Applying the AHP to Smart Mobility Services: A Case Study. DATA 2015: 354-361 - [c16]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: 144-151 - [c15]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: 460-463 - 2014
- [j4]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Towards data cleansing via planning. Intelligenza Artificiale 8(1): 57-69 (2014) - [j3]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Longitudinal data consistency verification using formal methods. Int. J. Inf. Qual. 3(3): 185-206 (2014) - [c14]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Planning meets Data Cleansing. ICAPS 2014 - [c13]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Accurate Data Cleansing through Model Checking and Machine Learning Techniques. DATA (Revised Selected Papers) 2014: 62-80 - [c12]Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio:
Improving Data Cleansing Accuracy - A Model-based Approach. DATA 2014: 189-201 - [c11]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Are the Methodologies for Producing Linked Open Data Feasible for Public Administrations?. DATA 2014: 399-407 - [c10]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Data Quality on KDD: a Real-life Scenario. SEBD 2014: 378-385 - [p1]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
A Policy-Based Cleansing and Integration Framework for Labour and Healthcare Data. Interactive Knowledge Discovery and Data Mining in Biomedical Informatics 2014: 141-168 - 2013
- [j2]Fabio Mercorio:
Model checking for universal planning in deterministic and non-deterministic domains. AI Commun. 26(2): 257-259 (2013) - [c9]Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio:
Automatic Synthesis of Data Cleansing Activities. DATA 2013: 138-149 - [c8]Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
Inconsistency Knowledge Discovery for Longitudinal Data Management: A Model-Based Approach. CHI-KDD 2013: 183-194 - 2012
- [b1]Fabio Mercorio:
Model checking for the analysis and control of complex and non-deterministic systems. University of L'Aquila, Italy, 2012 - [j1]Giuseppe Della Penna, Daniele Magazzeni, Fabio Mercorio:
A universal planning system for hybrid domains. Appl. Intell. 36(4): 932-959 (2012) - [c7]Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio:
Data Quality Sensitivity Analysis on Aggregate Indicators. DATA 2012: 97-108 - [c6]Mario Mezzanzanica, Mirko Cesarini, Fabio Mercorio, Roberto Boselli:
Towards the Use of Model Checking for Performing Data Consistency Evaluation and Cleansing. ICIQ 2012: 163-177 - 2011
- [c5]Giuseppe Della Penna, Fabio Mercorio, Benedetto Intrigila, Daniele Magazzeni, Enrico Tronci:
Cost-optimal Strong Planning in Non-deterministic Domains. ICINCO (1) 2011: 56-66 - [c4]Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio:
Data Quality through Model Checking Techniques. IDA 2011: 270-281 - 2010
- [c3]Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio:
A PDDL+ Benchmark Problem: The Batch Chemical Plant. ICAPS 2010: 222-225 - [c2]Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio:
Planning for Autonomous Planetary Vehicles. ICAS 2010: 131-136 - [i1]Giuseppe Della Penna, Benedetto Intrigila, Daniele Magazzeni, Fabio Mercorio:
Resource-Optimal Planning For An Autonomous Planetary Vehicle. CoRR abs/1007.5130 (2010)
2000 – 2009
- 2009
- [c1]Giuseppe Della Penna, Daniele Magazzeni, Fabio Mercorio, Benedetto Intrigila:
UPMurphi: A Tool for Universal Planning on PDDL+ Problems. ICAPS 2009
Coauthor Index
[j26] [j25] [i4] [i2] [j24] [j23] [c49] [c48] [c47] [c46] [j22] [j21] [j20] [j19] [j17] [c45] [c44] [c43] [j16] [j15] [j14] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [r1] [j13] [j12] [j11] [j10] [j9] [j8] [c28] [c26] [c25] [c24] [c23] [c22] [c21] [j6] [j5] [c17] [c16] [c15] [j4] [j3] [c14] [c13] [c12] [c11] [c10] [p1] [c9] [c8] [c7] [c6] [c4]
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