Connectionists: Post-Doc position in Short-Term Urban Traffic Forecasting
Francesco Masulli
francesco.masulli at unige.it
Sat Jun 1 10:28:11 EDT 2019
An one-year funded Post-Doc position ("Assegno di ricerca") is available
at DIBRIS - University of Genoa, (Italy).
The deadline for application is 14 June 2019 at 12.00 (Italian time) and
the fellowship should start in Sept-Oct 2019.
(http://www.disi.unige.it/person/MasulliF/ricerca/Post-Doc-in-Genoa-2019.html)
Project title: Short-Term Urban Traffic Forecasting
Research activity: In the last few years our research group developed
the system ITACA (Intelligent TrAffic
ForeCAster), an artificial intelligence tool based on fuzzy clustering
and committees of neural networks able
to forecast traffic in the short term using data collected from multiple
sources. The forecasting horizon was
from 5 to 10 minutes in the future. This project will concern the
further development of the predictive model
of short-term urban traffic using a machine learning approach, the
engineering of the software developed,
and the experimentation on the field with a pilot in the Municipality of
Genoa.
Required qualification: Machine learning and computational intelligence
for data streams; Signal analysis; Computer programming
Required degree: Master in Computer Science, Electronics,
Telecommunications, Physics, or Mathematics.
We are looking for a self-motivated candidate, interested in the
mathematical aspects of her/his research, in the development of new
methods for intelligent data analysis, and in technology transfer, and
skilled in programming and in thorough experimental data analysis.
Candidates are invited to send their cv, a letter of motivation, and
the name/email-addresses of some referees to Prof. Francesco Masulli
<francesco.masulli at unige.it> A.S.A.P.
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Dr. Francesco Masulli
Full Professor of Computer Science
Chair of IEEE Italy Section Computational Intelligence
Society Chapter
tel. +39 010 353 6604 mob. +39 3493756686
fax. +39 010 353 6699 skype id: masulli
email: francesco.masulli at unige.it francesco.masulli at gmail.com
url: http://www.disi.unige.it/person/MasulliF
DIBRIS - Dept of Informatics, Bioengineering, Robotics and Systems
Engineering
University of Genova - Via Dodecaneso 35, 16146
Genoa - ITALY
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