MESSINA VINCENZINA

Role
Full Professor  
Academic disciplines
Operations Research (MATH-06/A)
Scientific-Disciplinary Group:
OPERATIONS RESEARCH (01/MATH-06)
Office phone
Room:
  • U14, Floor: 2, Room: 2048

Publications

  • Amaduzzi, A., Doni, F., Magli, F., Messina, V., Passacantando, M., Piazza, M. (2024). Identifying profitability predictors in financial statements using explainable Artificial Intelligence. Intervento presentato a: CONVEGNO NAZIONALE SIDREA 2024 - Sviluppo sostenibile, intelligenza artificiale e capitale umano. Prospettive e sfide per l’economia aziendale e le professioni contabili, Ancona, Italia. Detail

  • Fiorini, S., Coniglio, S., Ciavotta, M., Messina, E. (2024). Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs. In Proceedings of the AAAI Conference on Artificial Intelligence (pp.12006-12015). Association for the Advancement of Artificial Intelligence [10.1609/aaai.v38i11.29088]. Detail

  • Candelieri, A., Chou, X., Archetti, F., Messina, E. (2024). Generating Informative Scenarios via Active Learning. In M. Bruglieri, P. Festa, G. Macrina, O. Pisacane (a cura di), Optimization in Green Sustainability and Ecological Transition
    ODS, Ischia, Italy, September 4–7, 2023
    Conference proceedings (pp. 299-310). Springer [10.1007/978-3-031-47686-0_27].
     Detail

  • Bertazioli, D., Piazza, M., Carlomagno, C., Gualerzi, A., Bedoni, M., Messina, E. (2024). An integrated computational pipeline for machine learning-driven diagnosis based on Raman spectra of saliva samples. COMPUTERS IN BIOLOGY AND MEDICINE, 171(March 2024) [10.1016/j.compbiomed.2024.108028]. Detail

  • Olearo, L., D'Adda, F., Messina, E., Cremaschi, M., Bandini, S., Gasparini, F. (2024). Facing multidimensional poverty in older adults: An artificial intelligence approach that reveals the variable relevance. INTELLIGENZA ARTIFICIALE, 18(1), 51-65 [10.3233/ia-240027]. Detail

Research projects

Raman analysis of saliva from COPD patients as new biomarker: AI-based point-of-care for the disease monitoring and management - CORSAI
Year: 2022
Grantors: UNIONE EUROPEA
[ULTRA OPTYMAL] Urban Logistics and sustainable TRAnsportation: OPtimization under uncertainTY and MAchine Learning
Year: 2021
Call: Decreto Direttoriale n.1628 del 16-10-2020 - Bando PRIN 2020
Grantors: MINISTERO DELL'UNIVERSITA' E DELLA RICERCA (MUR)
Realtà Aumentata e Story-Telling Automatizzato per la valorizzazione di Beni Culturali ed
Itinerari Turistici in area di specializzazione Cultural Heritage
Year: 2017
Call: 2017-043 - PROGETTI DI RICERCA INDUSTRIALE E SVILUPPO SPERIMENTALE NELLE 12 AREE DI SPECIALIZZAZIONE INDIVIDUATE DAL PNR 2015-2020
Grantors: M.I.U.R. - MINISTERO DELL'ISTRUZIONE, DELL'UNIVERSITA' E DELLA RICERCA
SmartCal – Smart Tourism in Calabria
Year: 2016
Call: 2016-030 - Bando Horizon 2020 - PON I&C 2014-20
Grantors: MIMIT - Ministero delle Imprese e del Made in Italy
eJRM - Gestione Elettronica delle Relazioni con il Sistema Giustizia
Year: 2010
Call: 2010-031 - PON 2010

Awards

Awards

  • Best Paper Award "International Conference on Knowledge Discovery and Information Retrieval 2016 (IC3K-2016)", INSTICC, 2016
  • Best Paper Award "International Conference on Knowledge Discovery and Information Retrieval 2015 (IC3K-2015)", INSTICC, 2015
  • Best Paper Award "International Conference on Knowledge Management and Information Sharing 2010 (IC3K-2010)", INSTICC, 2010
  • Best Paper Award ICDM 2006, Industrial Conference on Data Mining 2006, 2006
  • Best Paper Award GECCO 2006, Genenic and Evolutionary Computation Conference 2006, 2006

Research and teaching assignments

  • Visiting Researcher - Research collaboration with Brunel University on the project Multi Stream Sentiment Tracking System for Trading, Investment and Risk Management - Brunel University, 2009

Congresses/Conferences

  • Program chair - EUROPEAN CONFERENCE ON STOCHASTIC OPTIMIZATION(Italia), 2017
  • Program chair - Applied Mathematical Programming and Modelling (APMOD) 2002(Italia), 2002