Gabriele Maroni

Position

PhD student

Email

gabriele.maroni@unibg.it

Gabriele Maroni was born in Bergamo, Italy, on 6th May 1988. He received the Bachelor Degree in Computer Science Engineering in 2013 and the Master Degree cum laude in 2016 from Università degli Studi di Bergamo (Italy), discussing a thesis about particle filter-based algorithms for fault detection of electromechanical actuators in the aerospace environment. From April 2016 to September 2016 he worked as junior Data Scientist at Target Reply in Milan. From October 2016 he joined the Ph.D. program in Engineering and Applied Sciences at Università degli Studi di Bergamo. His research activity is based on methodologies taken from Machine Learning and Control Theory fields and applied mainly in Finance and in Computer Vision.

Publications

2019
Partially structured robotic picking for automation of tomato transplantation
I Yung, Y. Maccarana, G. Maroni, F. Previdi

Proceedings of the IEEE International Conference on Mechatronics (ICM), Ilmenau (DE) pp. 640-645.
DOI: 10.1109/ICMECH.2019.8722941
ISBN: 978-1-5386-6959-4

2018
A computer vision algorithm for the estimation of the human hair diameter
G. Maroni, V. Uberti, S. Facheris, F. Previdi

Proceedings of the 2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI), Palermo (IT)
DOI: 10.1109/RTSI.2018.8548394
ISBN: 978-1-5386-6282-3

Stock trading via feedback control an extremum seeking approach
Simone Formentin, Fabio Previdi, Gabriele Maroni and Claudio Cantaro

Proceedings of the 26th Mediterranean Conference on Control and Automation (MED), Zadar (HR)
DOI: 10.1109/MED.2018.8442799
ISSN: 2473-3504

2017
Automated Detection, Extraction and Counting of Acne Lesions for Automatic Evaluation and Tracking of Acne Severity
G. Maroni, M. Ermidoro, F. Previdi, G. Bigini

Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii (USA)
DOI: 10.1109/SSCI.2017.8280925
ISBN: 978-1-5386-2726-6

Unsupervised learning of fundamental emotional states via word embeddings
M. Mazzoleni, G. Maroni and F. Previdi

Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii (USA)
DOI: 10.1109/SSCI.2017.8280819
ISBN: 978-1-5386-2726-6.

Fault detection in airliner electro-mechanical actuators via hybrid particle filtering
Mazzoleni M., G. Maroni, Y. Maccarana, S. Formentin, F. Previdi

Proceedings of the 20th IFAC World Congress, Toulouse (FRA), 2017, IFAC PapersOnLine 50-1, pp. 2860-2865.
DOI: 10.1016/j.ifacol.2017.08.640.
ISSN: 2405-8963