Zobrazeno 1 - 10
of 218
pro vyhledávání: '"Gianluca Bontempi"'
Autor:
Cédric Simar, Martin Colot, Ana-Maria Cebolla, Mathieu Petieau, Guy Cheron, Gianluca Bontempi
Publikováno v:
Frontiers in Neuroscience, Vol 18 (2024)
Myoelectric prostheses have recently shown significant promise for restoring hand function in individuals with upper limb loss or deficiencies, driven by advances in machine learning and increasingly accessible bioelectrical signal acquisition device
Externí odkaz:
https://doaj.org/article/e698e08167064c24842ffa62fb9e4d96
Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis
Autor:
Leonardo Bertolucci Coelho, Daniel Torres, Vincent Vangrunderbeek, Miguel Bernal, Gian Marco Paldino, Gianluca Bontempi, Jon Ustarroz
Publikováno v:
npj Materials Degradation, Vol 7, Iss 1, Pp 1-15 (2023)
Abstract A hybrid rule-based/ML approach using linear regression and artificial neural networks (ANNs) determined pitting corrosion descriptors from high-throughput data obtained with Scanning Electrochemical Cell Microscopy (SECCM) on 316 L stainles
Externí odkaz:
https://doaj.org/article/d1d949ec023342ffbf6ac3642c501b41
Publikováno v:
IEEE Access, Vol 11, Pp 136666-136679 (2023)
Imbalanced learning jeopardizes the accuracy of traditional classification models, particularly for what concerns the minority class, which is often the class of interest. This paper addresses the issue of imbalanced learning in credit card fraud det
Externí odkaz:
https://doaj.org/article/9ec45e0a05af4872a6d8c7d6314e0594
Autor:
Martin Bizet, Matthieu Defrance, Emilie Calonne, Gianluca Bontempi, Christos Sotiriou, François Fuks, Jana Jeschke
Publikováno v:
Epigenetics, Vol 17, Iss 13, Pp 2434-2454 (2022)
Illumina Infinium DNA Methylation (5mC) arrays are a popular technology for low-cost, high-throughput, genome-scale measurement of 5mC distribution, especially in cancer and other complex diseases. After the success of its HumanMethylation450 array (
Externí odkaz:
https://doaj.org/article/7dfb809f07564239a3fb829e113edf6a
Publikováno v:
IEEE Access, Vol 9, Pp 77359-77370 (2021)
Road traffic forecasting is crucial in Intelligent Transportation Systems (ITS). To achieve accurate results, it is necessary to model the dynamic nature and the complex non-linear dependencies governing traffic. The goal is particularly challenging
Externí odkaz:
https://doaj.org/article/61b4955a28a2485c8dc9175f13533c5c
Autor:
Bertrand Lebichot, Theo Verhelst, Yann-Ael Le Borgne, Liyun He-Guelton, Frederic Oble, Gianluca Bontempi
Publikováno v:
IEEE Access, Vol 9, Pp 114754-114766 (2021)
Credit card fraud jeopardizes the trust of customers in e-commerce transactions. This led in recent years to major advances in the design of automatic Fraud Detection Systems (FDS) able to detect fraudulent transactions with short reaction time and h
Externí odkaz:
https://doaj.org/article/b24252047791439ba0bcad1016798357
Autor:
Cédric Simar, Robin Petit, Nichita Bozga, Axelle Leroy, Ana-Maria Cebolla, Mathieu Petieau, Gianluca Bontempi, Guy Cheron
Publikováno v:
PLoS ONE, Vol 17, Iss 1, p e0262417 (2022)
ObjectiveDifferent visual stimuli are classically used for triggering visual evoked potentials comprising well-defined components linked to the content of the displayed image. These evoked components result from the average of ongoing EEG signals in
Externí odkaz:
https://doaj.org/article/8fa27a6052674ea6894ca69f6108eece
Autor:
Antonio Colaprico, Catharina Olsen, Matthew H. Bailey, Gabriel J. Odom, Thilde Terkelsen, Tiago C. Silva, André V. Olsen, Laura Cantini, Andrei Zinovyev, Emmanuel Barillot, Houtan Noushmehr, Gloria Bertoli, Isabella Castiglioni, Claudia Cava, Gianluca Bontempi, Xi Steven Chen, Elena Papaleo
Publikováno v:
Nature Communications, Vol 11, Iss 1, Pp 1-17 (2020)
Identification of cancer driver genes, especially those that can act as tumour suppressors or oncogenes depending on context, remains a challenge. Here, the authors introduce Moonlight, a tool that integrates multi-omic data to address this challenge
Externí odkaz:
https://doaj.org/article/17a5443f838e4ce7b405503b7875ae15
Autor:
Jacopo De Stefani, Gianluca Bontempi
Publikováno v:
Frontiers in Big Data, Vol 4 (2021)
State-of-the-art multivariate forecasting methods are restricted to low dimensional tasks, linear dependencies and short horizons. The technological advances (notably the Big data revolution) are instead shifting the focus to problems characterized b
Externí odkaz:
https://doaj.org/article/840a1b56309a49dbadaad2113da8d726
Autor:
Gian Marco Paldino, Fabrizio De Caro, Jacopo De Stefani, Alfredo Vaccaro, Domenico Villacci, Gianluca Bontempi
Publikováno v:
Energies, Vol 15, Iss 6, p 2254 (2022)
The limitation of transmission lines thermal capacity plays a crucial role in the safety and reliability of power systems. Dynamic thermal line rating approaches aim to estimate the transmission line’s temperature and assess its compliance with the
Externí odkaz:
https://doaj.org/article/db46840ce2224917bf23dfadd1187da7