M Krichen, MS Abdalzaher - Journal of Network and Computer Applications, 2024 - Elsevier
The advent of machine learning (ML) and Artificial intelligence (AI) has brought about a significant transformation across multiple industries, as it has facilitated the automation of …
A Gupta, YS Ong, L Feng… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
In recent decades, the field of multiobjective optimization has attracted considerable interest among evolutionary computation researchers. One of the main features that makes …
The adoption of artificial intelligence promises tremendous economic benefits for organizations. Yet, many organizations struggle to unlock the full potential of this technology …
MI Heywood - Handbook of Evolutionary Machine Learning, 2023 - Springer
Abstract Evolutionary Ensemble Learning (EEL) provides a general approach for scaling evolutionary learning algorithms to increasingly complex tasks. This is generally achieved …
Abstract We investigate training Generative Adversarial Networks, GANs, with less data. Subsets of the training dataset can express empirical sample diversity while reducing …
While artificial intelligence (AI) has become widespread, many commercial AI systems are not yet accessible to individual researchers nor the general public due to the deep …
RJ Smith, R Amaral, MI Heywood - 2021 IEEE Congress on …, 2021 - ieeexplore.ieee.org
The goal of the CIFAR-10 benchmark is recast from the perspective of discovering light- weight as well as accurate solutions. Specifically, the image data, on which CIFAR-10 is …
Massive Online Open Course (MOOC) is a scalable, free or affordable online course which emerged as one of the fastest growing distance education platforms in the past decade. One …