Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Bogdan Mazoure"'
DUNEScan: a web server for uncertainty estimation in skin cancer detection with deep neural networks
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-10 (2022)
Abstract Recent years have seen a steep rise in the number of skin cancer detection applications. While modern advances in deep learning made possible reaching new heights in terms of classification accuracy, no publicly available skin cancer detecti
Externí odkaz:
https://doaj.org/article/2a02059556864163b1c529060c9b761b
Publikováno v:
BMC Ecology and Evolution, Vol 21, Iss 1, Pp 1-18 (2021)
Abstract Background The SARS-CoV-2 pandemic is one of the greatest global medical and social challenges that have emerged in recent history. Human coronavirus strains discovered during previous SARS outbreaks have been hypothesized to pass from bats
Externí odkaz:
https://doaj.org/article/d77e80acfec0463e8aea7362e102abda
Autor:
Nail Chabane, Achraf Bouaoune, Reda Tighilt, Moloud Abdar, Alix Boc, Etienne Lord, Nadia Tahiri, Bogdan Mazoure, U Rajendra Acharya, Vladimir Makarenkov
Publikováno v:
PLoS ONE, Vol 17, Iss 12, p e0278364 (2022)
Next basket recommendation is a critical task in market basket data analysis. It is particularly important in grocery shopping, where grocery lists are an essential part of shopping habits of many customers. In this work, we first present a new groce
Externí odkaz:
https://doaj.org/article/6723ce758d8a4f8a8bcb2551daf254ff
Autor:
Bogdan Mazoure, Thang Doan, Tianyu Li, Vladimir Makarenkov, Joelle Pineau, Doina Precup, Guillaume Rabusseau
Publikováno v:
Journal of Artificial Intelligence Research. 75:597-636
We propose a general framework for policy representation for reinforcement learning tasks. This framework involves finding a low-dimensional embedding of the policy on a reproducing kernel Hilbert space (RKHS). The usage of RKHS based methods allows
Publikováno v:
IEEE Transactions on Signal Processing. 69:489-499
We address the task of estimating sparse structured precision matrices for multivariate Gaussian random variables within a graphical model framework. We propose two novel estimators based on the Ordered Weighted ${\ell _1}$ (OWL) norm: 1) The Graphic
Publikováno v:
BMC Ecology and Evolution, Vol 21, Iss 1, Pp 1-18 (2021)
BMC Ecology and Evolution
BMC Ecology and Evolution
Background The SARS-CoV-2 pandemic is one of the greatest global medical and social challenges that have emerged in recent history. Human coronavirus strains discovered during previous SARS outbreaks have been hypothesized to pass from bats to humans
Autor:
Vladimir Makarenkov, Maryam Samami, Thang Doan, Li Liu, Saeid Nahavandi, Abbas Khosravi, Bogdan Mazoure, U. Rajendra Acharya, Reza Hashemifesharaki, Moloud Abdar, Sajjad Dehghani Mahmoodabad
Publikováno v:
Computers in biology and medicine. 135
Accurate automated medical image recognition, including classification and segmentation, is one of the most challenging tasks in medical image analysis. Recently, deep learning methods have achieved remarkable success in medical image classification
Publikováno v:
Bioinformatics. 33:3258-3267
Motivation Considerable attention has been paid recently to improve data quality in high-throughput screening (HTS) and high-content screening (HCS) technologies widely used in drug development and chemical toxicity research. However, several environ
A grocery list is an integral part of the shopping experience of many consumers. First, we propose a new machine learning model written in Python 3 that predicts which grocery products the consumer will buy again or will try to buy for the first time
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09bab39b561d907e91ece0e80ea7de5a
https://zenodo.org/record/3346195
https://zenodo.org/record/3346195
Publikováno v:
ICASSP
Voice controlled virtual assistants (VAs) are now available in smartphones, cars, and standalone devices in homes. In most cases, the user needs to first "wake-up" the VA by saying a particular word/phrase every time he or she wants the VA to do some