Autonoml: Towards an integrated framework for autonomous machine learning

DJ Kedziora, K Musial, B Gabrys - arxiv preprint arxiv:2012.12600, 2020 - arxiv.org
Over the last decade, the long-running endeavour to automate high-level processes in
machine learning (ML) has risen to mainstream prominence, stimulated by advances in …

Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks

Y Zhang, Q Li, Y **n - Frontiers in Computational Neuroscience, 2024 - frontiersin.org
With the vigorous development of data mining field, more and more algorithms have been
proposed or improved. How to quickly select a data mining algorithm that is suitable for data …

AutonoML: Towards an Integrated Framework for Autonomous Machine Learning

DJ Kedziora, K Musial, B Gabrys - Foundations and Trends® …, 2024 - nowpublishers.com
Over the last decade, the long-running endeavour to automate high-level processes in
machine learning (ML) has risen to mainstream prominence, stimulated by advances in …

Workflow recommendation for text classification problems

MJ Ferreira - 2017 - search.proquest.com
Desde que a escrita foi inventada, o texto é a ferramenta humana para comunicação
através do tempo e do espaço. Classificação de texto é a tarefa de catalogar documentos …