IIT People Search

Ugo Moschini

Data Scientist | Data Manager
Research Support Administrative Senior
Research Organization Directorate, Data Analysis Office
Phone
Address
Research center
Interests
About

In 2010, I obtained a MSc in Computer Science from the University of Pisa, Italy.

In 2009 - 2011, I worked at the European Space Agency Research and Technology Centre in The Netherlands (ESTEC) and the ESA Operations Centre in Germany (ESOC) supporting university satellite operations and developing a patented method to compress satellite housekeeping telemetry in real-time, now flying on-board of spacecraft missions. 

In 2016, I obtained a PhD in Computer Science at the Intelligent Systems group of the Johann Bernoulli Institute for Mathematics and Computer Science at the University of Groningen, The Netherlands, working on image and data analysis tools, with application to astronomical data sets. 

In 2017, I started to work at the Data Analysis Office of the Italian Institute of Technology (IIT). I carry out data analysis, visualization and modeling of the IIT research and administrative activities to gain insights about the scientific production and research performance, with a focus on Information Systems (CRIS), service and system interoperability and Research Data Management & Open Science practices.

Education

Title: PhD in Computer Science
Institute: University of Groningen
Location: Groningen
Country: The Netherlands
From: 2012 To: 2015

Title: Master Degree in Computer Science
Institute: University of Pisa
Location: Pisa
Country: Italy
From: 2006 To: 2010

Title: Bachelor Degree in Computer Science
Institute: University of Pisa
Location: Pisa
Country: Italy
From: 2002 To: 2006

Title: Maturità Classica
Institute: Liceo Classico
Location: Viareggio
Country: Italy
From: 1997 To: 2002

Experience External

Title: PhD
Institute: University of Groningen
Location: Groningen
Country: The Netherlands
From: 2012 To: 2015

Title: Young Graduate Trainee
Institute: European Space Agency
Location: ESOC, Darmstadt
Country: Germany
From: 2010 To: 2011

Title: Intern
Institute: European Space Agency
Location: Noordwijk
Country: The Netherlands
From: 2009 To: 2009

Title: Intern
Institute: University of Pisa
Location: Centro SerRA - Pisa
Country: Italy
From: 2006 To: 2006

Skills

Techs
- Data Analysis and Signal Analysis
- Computer Vision
- Machine Learning

Coding
- C
- C++
- R

Languages
- Italian - Mother tongue
- English - C2
- French - B1
- Dutch - A1

Others
- Piano studies
- Maths and Ancient Greek teacher

Top Publications
2020
Moschini U., Fenialdi E., Daraio C., Ruocco G., Molinari E.
A comparison of three multidisciplinarity indices based on the diversity of Scopus subject areas of authors’ documents, their bibliography and their citing papers
Scientometrics, vol. 125, (no. 2), pp. 1145-1158
Article Journal
2018
Moschini U., Meijster A., Wilkinson M.H.F.
A Hybrid Shared-Memory Parallel Max-Tree Algorithm for Extreme Dynamic-Range Images
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, (no. 3), pp. 513-526
2013
Evans D., Moschini U.
Ten Times more information in your Real-Time Telemetry (Extended)
Space Operations: Experience, Mission Systems and Advanced Concepts, Publisher: American Institute of Aeronautics and Astronautics
Book Chapter Book
All Publications
2020
Moschini U., Fenialdi E., Daraio C., Ruocco G., Molinari E.
A comparison of three multidisciplinarity indices based on the diversity of Scopus subject areas of authors’ documents, their bibliography and their citing papers
Scientometrics, vol. 125, (no. 2), pp. 1145-1158
Article Journal
2019
Moschini U., Fenialdi E., Daraio C., Ruocco G., Molinari E.
A comparison of three individual multidisciplinarity indices based on the diversity of the Scopus subject areas, of the bibliography and of the citing papers of an author’s documents
17th International Conference on Scientometrics and Informetrics, ISSI 2019 - Proceedings, vol. 1, pp. 1226-1231
Conference Paper Conference
2018
Moschini U., Meijster A., Wilkinson M.H.F.
A Hybrid Shared-Memory Parallel Max-Tree Algorithm for Extreme Dynamic-Range Images
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, (no. 3), pp. 513-526
2016
Moschini U.
Efficient morphological tools for astronomical image processing
Efficient morphological tools for astronomical image processing, Publisher: University of Groningen
PhD Thesis Book
2016
Teeninga P., Moschini U., Trager S.C., Wilkinson M. H. F.
Statistical attribute filtering to detect faint extended astronomical sources
Mathematical Morphology - Theory and Applications, vol. 1, pp. 100-115
Oral presentations
2019
Moschini U., Fenialdi E., Daraio C., Ruocco G., Molinari E.
A comparison of three individual multidisciplinarity indices based on the diversity of the Scopus subject areas, of the bibliography and of the citing papers of an author’s documents
17th International Conference on Scientometrics and Informetrics, ISSI 2019 - Proceedings, vol. 1, pp. 1226-1231
Conference
2015
Teeninga P., Moschini U., Trager S.C., Wilkinson M.H.F.
Improved detection of faint extended astronomical objects through statistical attribute filtering
Lecture Notes in Computer Science, vol. 9082, pp. 157-168
Book Series
2015
Teeninga P., Moschini U., Trager S.C., Wilkinson M.H.F.
Improving background estimation for faint astronomical object detection
Proceedings - International Conference on Image Processing, ICIP, vol. 2015-December, pp. 1046-1050
Conference
2015
Moschini U., Teeninga P., Trager S.C., Wilkinson M.H.
Parallel 2D local pattern spectra of invariant moments for galaxy classification
Lecture Notes in Computer Science, vol. 9257, pp. 121-133
Book Series
2012
Evans D., Moschini U.
Ten Times more information in your Real-Time TM
SpaceOps 2012 Conference
Conference
Awards and Achievements
2017
Moschini U.
"PhD ITalents" public call winner
2015
Moschini U., Evans D.
Certificate of Recognition for the invention: "Method, Device and System for compressing time series data"
2015
Moschini U., Teeninga P., Trager S.C., Wilkinson M.H.F.
Honourable mention for a paper that concerns top quality research in which high performance computing is an enabling technology for solving an important pattern recognition problem
2012
Moschini U., Evans D.
SpaceOps 2012 Conference "Best Topic Papers"
2001
Moschini U.
6th National Edition of Turing Machine Contest (3rd place)