Zobrazeno 1 - 10
of 29
pro vyhledávání: '"Abusitta, Adel"'
Autor:
Esmaeilpour, Mohammad, Chaalia, Nourhene, Abusitta, Adel, Devailly, Francois-Xavier, Maazoun, Wissem, Cardinal, Patrick
This paper introduces a novel generative adversarial network (GAN) for synthesizing large-scale tabular databases which contain various features such as continuous, discrete, and binary. Technically, our GAN belongs to the category of class-condition
Externí odkaz:
http://arxiv.org/abs/2205.11693
Publikováno v:
In Expert Systems With Applications 1 December 2024 255 Part C
Autor:
Esmaeilpour, Mohammad, Chaalia, Nourhene, Abusitta, Adel, Devailly, Francois-Xavier, Maazoun, Wissem, Cardinal, Patrick
This paper introduces a bi-discriminator GAN for synthesizing tabular datasets containing continuous, binary, and discrete columns. Our proposed approach employs an adapted preprocessing scheme and a novel conditional term for the generator network t
Externí odkaz:
http://arxiv.org/abs/2111.06549
Deep learning models have achieved state-of-the-art performance in many classification tasks. However, most of them cannot provide an interpretation for their classification results. Machine learning models that are interpretable are usually linear o
Externí odkaz:
http://arxiv.org/abs/2111.02303
In this paper, we propose a new framework for mitigating biases in machine learning systems. The problem of the existing mitigation approaches is that they are model-oriented in the sense that they focus on tuning the training algorithms to produce f
Externí odkaz:
http://arxiv.org/abs/1905.09972
Autor:
Abusitta, Adel, de Carvalho, Glaucio H.S., Wahab, Omar Abdel, Halabi, Talal, Fung, Benjamin C.M., Mamoori, Saja Al
Publikováno v:
In Internet of Things April 2023 21
Autor:
Esmaeilpour, Mohammad, Chaalia, Nourhene, Abusitta, Adel, Devailly, Franşois-Xavier, Maazoun, Wissem, Cardinal, Patrick
Publikováno v:
In Pattern Recognition Letters July 2022 159:204-210
Publikováno v:
In Journal of Information Security and Applications June 2021 59
Publikováno v:
In Future Generation Computer Systems September 2019 98:308-318
Publikováno v:
In Computer Networks 9 November 2018 145:52-63