Marcello began his career as post-doc at the BT Innovate (British Telecom) – Intelligent Systems Research Centre in Ipswich (UK). There he designed and developed a data integration platform, managing uncertain and multi-sourced information.
Marcello holds a PhD in computer science from Universita´degli Studi di Milano. As part of his research career he has written a book about ontology-based semantic data integration, and several articles which have been published in different international journals.
Main research interests in the field of:
Semantic Web and Linked Data.
Process Mining
BigData
Machine Learning.
Automatic Ontology extraction
Natural Language Processing.
Predictive Analytics.
Data visualization and Visual Analytics.
Access control for Triple Stores.
Distributed graph databases.
Distributed Conjunctive Query algorithms.
Distributed Continuous Queries.
Systems for automatic and semi-automatic Data Integration.
Applications of Ontologies and Reasoning tasks.
Data Mining, Text Mining, Information Retrieval.
Uncertain Information Representation and Reasoning.
Actively involved in BigData, Process Mining and Linked Data research communities.
Author of several patent applications, international conference and workshop papers and journal publication.
Program Committee and Reviewer for several international conferences and journals.
Academic and Industrial Supervisor for several Ms.C. and bachelor thesis.
Invited Talk and seminars in several international symposiums, workshops and universities.
Definition of applications for international and national research funds.
Establishing network of collaborations for research funds.
Establishing fellowship research programs and visiting professors.