Explainable deep convolutional learning for intuitive model development by non–machine learning domain experts

During the design stage, quick and accurate predictions are required for effective design decisions. Model developers prefer simple interpretable models for high computation speed. Given that deep learning (DL) has high computational speed and accuracy, it will be beneficial if these models are expl...

Full description

Bibliographic Details
Main Authors: Sundaravelpandian Singaravel, Johan Suykens, Hans Janssen, Philipp Geyer
Format: Article
Language:English
Published: Cambridge University Press 2020-01-01
Series:Design Science
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2053470120000220/type/journal_article