Efficient Execution of Service Composition for Content Adaptation in Pervasive Computing

Autor: Yaser Fawaz, Girma Berhe, Lionel Brunie, Vasile-Marian Scuturici, David Coquil

Publikováno v: International Journal of Digital Multimedia Broadcasting, Vol 2008 (2008)

Multimedia content adaptation has been proved to be an effective mechanism to mitigate the problem of devices and networks heterogeneity and constraints in pervasive computing environments. Moreover, it enables to deliver data taking into considerati

Externí odkaz: https://doaj.org/article/6684bc73111d41d79cd2856903e56416

From Large Time Series to Patterns Movies: Application to Airbus Helicopters Flight Data

Autor: Jean-Marc Petit, Vasile-Marian Scuturici, Benjamin Chazelle, Ammar Mechouche, Pierre-Loic Maisonneuve

Publikováno v: Advances in Databases and Information Systems 25th European Conference, ADBIS 2021, Tartu, Estonia, August 24–26, 2021, Proceedings
25th European Conference on Advances in Databases and Information Systems (ADBIS 2021)
25th European Conference on Advances in Databases and Information Systems (ADBIS 2021), Aug 2021, Tartu, Estonia. pp.213-226, ⟨10.1007/978-3-030-82472-3_16⟩
Advances in Databases and Information Systems ISBN: 9783030824716
ADBIS

International audience; Huge amount of multivariate time series (TS) data are recorded by helicopters in operation, such as oil temperature, oil pressure, altitude, rotor speed to mention a few. Despite the effort deployed by Airbus Helicopters towar

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c8d654025160c5f9c0755c953780f206
https://hal.archives-ouvertes.fr/hal-03325749

Attempt to Better Trust Classification Models: Application to the Ageing of Refrigerated Transport Vehicles

Autor: Jean-Marc Petit, Gérald Cavalier, Rémi Revellin, Claudia Capo, Marie Le Guilly, Jocelyn Bonjour, Vasile-Marian Scuturici

Publikováno v: Intelligent Systems in Industrial Applications ISBN: 9783030671471
ISMIS (Industrial Paper)

CEMAFROID is a company with a french delegated public service, delivering conformity attestations of refrigerated transport vehicles. It studies the ageing of those vehicles, depending on several physiochemical and mechanical factors, for which physi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::479a91f55ef8a5bf55ce9f85e5508218
https://doi.org/10.1007/978-3-030-67148-8_2

Evaluating Classification Feasibility Using Functional Dependencies

Autor: Vasile-Marian Scuturici, Jean-Marc Petit, Marie Le Guilly

Publikováno v: Transactions on Large-Scale Data-and Knowledge-Centered Systems XLIV ISBN: 9783662622704

With the vast amount of available tools and libraries for data science, it has never been easier to make use of classification algorithms: a few lines of code are enough to apply dozens of algorithms on any dataset. It is therefore “super easy” f

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::89a74ff6230786b274c3856fdb3531bb
https://doi.org/10.1007/978-3-662-62271-1_5

Data-Centric Helicopter Failure Anticipation: The MGB Oil Pressure Virtual Sensor Case

Autor: Jean-Marc Petit, Vasile-Marian Scuturici, Ammar Mechouche, Nassia Daouayry, Pierre-Loic Maisonneuve

Publikováno v: IEEE BigData

This paper presents a virtual sensor for helicopter Main Gear Box (MGB) oil pressure. It is developed for anticipating failures of systems related to MGB lubrication.The virtual sensor is built using Machine Learning and massive in-service flight dat

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b8475041334fa21549848a3802a951c6
https://doi.org/10.1109/bigdata47090.2019.9006532