MACHINE LEARNING @ UNIFE

THIS SITE COLLECTS INFORMATION REGARDING THE RESEARCH ACTIVITY IN MACHINE LEARNING AND (PROBABILISTIC) REASONING THAT IS CARRIED OUT AT THE DEPARTMENT OF MATHEMATICS AND COMPUTER SCIENCE AND THE DEPARTMENT OF ENGINEERING OF THE UNIVERSITY OF FERRARA.

THE GROUP IS FOCUSED ON MACHINE LEARNING, DATA MINING AND INTELLIGENT DATA ANALYSIS. IN PARTICULAR, THE GROUP HAS A STRONG RECORD OF RESEARCH IN STATISTICAL RELATIONAL LEARNING, I.E., THE INDUCTION OF COMPLEX STATISTICAL MODELS INVOLVING INTERTWINED AND UNCERTAIN RELATIONS AMONG A LARGE NUMBER OF ENTITIES. THE GROUP HAS PERFORMED BOTH THEORETICAL RESEARCH, WITH THE PROPOSAL OF NEW ALGORITHMIC APPROACHES FOR IMPROVING THE PERFORMANCES OF EXISTING ALGORITHMS, AND APPLIED RESEARCH, WITH THE ACTUAL DEVELOPMENT OF A NUMBER OF SYSTEMS AND THEIR APPLICATION TO A VAST ARRAY OF DOMAINS INCLUDING SOCIAL NETWORKS ANALYSIS, NATURAL LANGUAGE PROCESSING, ENTITY RESOLUTION, BIOINFORMATICS AND MEDICINE.


SOFTWARE

Links to our applications.
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CPLINT ON SWISH

cplint on SWISH is a web application for probabilistic logic programming with a Javascript-enabled browser.​

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TRILL ON SWISH

cplint on SWISH is a web application for probabilistic logic programming with a Javascript-enabled browser.​

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OTHER SOFTWARE

A list of all the software developed by our research group.


PEOPLE

Our team.
EVELINA LAMMA

Full Professor

FABRIZIO RIGUZZI

Associate Professor

Marco Alberti
MARCO ALBERTI

Associate Professor

ELENA BELLODI

Assistant Professor

RICCARDO ZESE

Assistant Professor

GIUSEPPE COTA

Research Assistant

DAMIANO AZZOLINI

PhD Student