Fabio Mercorio

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Citations	1519	1148
h-index	21	19
i10-index	39	30

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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 MagazzeniManaging Director at J.P. Morgan. Head of XAI Center of Excellence. Visiting Professor at KCL.Verified email at jpmorgan.com
Antonio PicarielloProfessor - University of Naples Federico II - DIETIVerified email at unina.it
Giuseppe Della PennaAssociate Professor, Department of Information Engineering, Computer Science and MathematicsVerified email at univaq.it
Andrea SevesoUniversità degli Studi Milano-BicoccaVerified email at unimib.it
Anna GiabelliUniversità degli studi di Milano-BicoccaVerified email at unimib.it
Navid NobaniAssistant Professor in Computer ScienceVerified email at unimib.it
Giancarlo SperlìUniversity of Naples "Federico II"Verified email at unina.it
Emilio ColomboProfessor of Economics, Catholic University of MilanVerified email at unicatt.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
Alessandro CastelnovoPhD Student at Università Milano Bicocca & Data Scientist at Intesa SanpaoloVerified email at campus.unimib.it
Aniello CastiglioneDepartment of Management and Innovation Systems - University of Salerno - ItalyVerified email at ieee.org
Andrea CosentiniHead of Data Science & AI, Intesa Sanpaolo BankVerified email at intesasanpaolo.com
Massimo De SantoProfessor of Computer Networks, University of SalernoVerified email at unisa.it

Fabio Mercorio

Associate 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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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	148	2009
AI meets labor market: exploring the link between automation and skills E Colombo, F Mercorio, M Mezzanzanica Information Economics and Policy, 2019	97	2019
Classifying online Job Advertisements through Machine Learning R Boselli, M Cesarini, F Mercorio, M Mezzanzanica Future Generation Computer Systems 86, 319-328, 2018	96	2018
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	80	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	69	2016
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	61	2018
A universal planning system for hybrid domains G Della Penna, D Magazzeni, F Mercorio Applied Intelligence 36 (4), 932-959, 2012	55	2012
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	48	2015
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	47	2015
Multimedia story creation on social networks F Amato, A Castiglione, F Mercorio, M Mezzanzanica, V Moscato, ... Future Generation Computer Systems 86, 412-420, 2018	44	2018
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	42	2017
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	40	2019
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	38	2021
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	31	2016
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	30	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	30	2018
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	29	2015
Planning meets data cleansing R Boselli, M Cesarini, F Mercorio, M Mezzanzanica Proceedings of the International Conference on Automated Planning and …, 2014	29	2014
GraphDBLP: a system for analysing networks of computer scientists through graph databases: GraphDBLP M Mezzanzanica, F Mercorio, M Cesarini, V Moscato, A Picariello Multimedia Tools and Applications 77, 18657-18688, 2018	26	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	24	2023

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