Fabio Mercorio

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Mario MezzanzanicaUniversità di Milano BicoccaVerified email at unimib.it
Lorenzo MalandriAssistant Professor, Università di Milano-BicoccaVerified email at unimib.it
Daniele MagazzeniJ.P. Morgan. Chief Analytics Officer for the Commercial and Investment BankVerified email at jpmorgan.com
Andrea SevesoUniversità degli Studi Milano-BicoccaVerified email at unimib.it
Navid NobaniAssistant Professor in Computer ScienceVerified email at unimib.it
Antonio PicarielloProfessor - University of Naples Federico II - DIETIVerified email at unina.it
Anna GiabelliUniversità degli studi di Milano-BicoccaVerified email at unimib.it
Giuseppe Della PennaAssociate Professor, Department of Information Engineering, Computer Science and MathematicsVerified email at univaq.it
Emilio ColomboProfessor of Economics, Catholic University of MilanVerified email at unicatt.it
Giancarlo SperlìUniversity of Naples Federico IIVerified email at unina.it
Alessandro CastelnovoPhD in Computer Science @ Università Milano Bicocca & Data Scientist at Intesa SanpaoloVerified email at campus.unimib.it
Derek LongProfessor of Computer Science, King's College LondonVerified email at kcl.ac.uk
Maria FoxBritish Antarctic SurveyVerified email at bas.ac.uk
Wiktor PiotrowskiResearch ScientistVerified email at parc.com
Gabriella PasiUniversità degli Studi di Milano BicoccaVerified email at unimib.it
Stefania MarraraResearcherVerified email at cefriel.com
Marco VivianiUniversità degli Studi di Milano-Bicocca / DISCoVerified email at unimib.it
Erik CambriaProfessor of Computing and Data Science, NTU SingaporeVerified email at ntu.edu.sg
Andrea CosentiniHead of Data Science & AI, Intesa Sanpaolo BankVerified email at intesasanpaolo.com
Francesco TrentiniUniversità di Milano-Bicocca, CRISP, Laboratorio R RevelliVerified email at unimib.it

Fabio Mercorio

Full Professor in Computer Science, University of Milano-Bicocca

Verified email at unimib.it - Homepage

Data Science Artificial Intelligence Explainable AI Interpretable Machine Learning Planning


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AI meets labor market: exploring the link between automation and skills E Colombo, F Mercorio, M Mezzanzanica Information Economics and Policy, 2019	170	2019
UPMurphi: a tool for universal planning on PDDL+ problems G Della Penna, B Intrigila, D Magazzeni, F Mercorio Proceedings of the 19th International Conference on Automated Planning and …, 2009	160	2009
Classifying online Job Advertisements through Machine Learning R Boselli, M Cesarini, F Mercorio, M Mezzanzanica Future Generation Computer Systems 86, 319-328, 2018	143	2018
A survey on XAI and natural language explanations E Cambria, L Malandri, F Mercorio, M Mezzanzanica, N Nobani Information Processing & Management 60 (1), 103111, 2023	112	2023
WoLMIS: a labor market intelligence system for classifying web job vacancies R Boselli, M Cesarini, S Marrara, F Mercorio, M Mezzanzanica, G Pasi, ... Journal of intelligent information systems 51, 477-502, 2018	95	2018
Skills in demand for ICT and statistical occupations: Evidence from web‐based job vacancies PG Lovaglio, M Cesarini, F Mercorio, M Mezzanzanica Statistical Analysis and Data Mining: The ASA Data Science Journal, 2018	84	2018
Heuristic Planning for PDDL+ Domains WM Piotrowski, M Fox, D Long, D Magazzeni, F Mercorio Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016	84	2016
Skills2Job: A recommender system that encodes job offer embeddings on graph databases A Giabelli, L Malandri, F Mercorio, M Mezzanzanica, A Seveso Applied Soft Computing, 107049, 2021	64	2021
A universal planning system for hybrid domains G Della Penna, D Magazzeni, F Mercorio Applied Intelligence 36 (4), 932-959, 2012	57	2012
Using machine learning for labour market intelligence R Boselli, M Cesarini, F Mercorio, M Mezzanzanica Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017	53	2017
Challenge: Processing web texts for classifying job offers F Amato, R Boselli, M Cesarini, F Mercorio, M Mezzanzanica, V Moscato, ... Proceedings of the 2015 IEEE 9th International Conference on Semantic …, 2015	53	2015
XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification N Gozzi, L Malandri, F Mercorio, A Pedrocchi Knowledge-Based Systems 240, 108053, 2022	49	2022
Multimedia story creation on social networks F Amato, A Castiglione, F Mercorio, M Mezzanzanica, V Moscato, ... Future Generation Computer Systems 86, 412-420, 2018	49	2018
A model-based evaluation of data quality activities in KDD M Mezzanzanica, R Boselli, M Cesarini, F Mercorio Information Processing & Management 51 (2), 144-166, 2015	49	2015
DICO: A graph-db framework for community detection on big scholarly data F Mercorio, M Mezzanzanica, V Moscato, A Picariello, G Sperli IEEE Transactions on Emerging Topics in Computing 9 (4), 1987-2003, 2019	43	2019
Towards Labour Market Intelligence through Topic Modelling F Colace, M De Santo, M Lombardi, F Mercorio, M Mezzanzanica, ... Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019	39	2019
Big data for labour market intelligence: An introductory guide M Mezzanzanica, F Mercorio European Training Foundation, 2019-06, 2019	38	2019
Applying machine learning tools on web vacancies for labour market and skill analysis E Colombo, F Mercorio, M Mezzanzanica Terminator or the Jetsons? The Economics and Policy Implications of …, 2018	38	2018
Heuristic planning for hybrid systems W Piotrowski, M Fox, D Long, D Magazzeni, F Mercorio Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence …, 2016	34	2016
A model-based approach for developing data cleansing solutions M Mezzanzanica, R Boselli, M Cesarini, F Mercorio Journal of Data and Information Quality (JDIQ) 5 (4), 1-28, 2015	34	2015

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