The Computer Intelligent Selection of Scientific Research Subjects Through Ensemble Learning for Large-Scale Data Sources and Deep Neural Network

• Published in: Journal of physics. Conference series Vol. 2083; no. 3; pp. 32094 - 32100
• Main Authors: Ma, Yan, Zou, Lida, Liu, Ke, Han, Yingkun, Ma, Lei
• Format: Journal Article
• Language: English
• Published: IOP Publishing 01.11.2021
• Subjects: deep neural network; ensemble learning; large-scale data sources; Select scientific research subjects

Selecting a proper scientific research subject is critical for scientific researchers and managers. Scientific researching data are from massive sources and have various attributes. For the problem of subject selection, feature extraction and prediction model play important role in performance optim...