A task-and-technique centered survey on visual analytics for deep learning model engineering
A task-and-technique centered survey on visual analytics for deep learning model engineering is a scholarly work, published in 2018 in ''Computers & Graphics''. The main subjects of the publication include data science, convolutional neural network, visualization, feature engineering, deep learning, data and information visualization, artificial intelligence, task, explainable AI, process, visual analytics, Bioimage informatics, machine learning, computer science, and analytics. The authors present a review of modern approaches aiming to use visual analytics and information visualization techniques to understand, interpret, and fine-tune deep learning models.