434 citations · 1k across the 11 of their papers we have counts for
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cs.LG2018
A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments
Jianguo Chen, Kenli Li, Huigui Rong +3
In the era of big data, practical applications in various domains continually generate large-scale time-series data. Among them, some data show significant or potential periodicity…
cs.LG2018★ 183 cited
A Disease Diagnosis and Treatment Recommendation System Based on Big Data Mining and Cloud Computing
Jianguo Chen, Kenli Li, Huigui Rong +3
It is crucial to provide compatible treatment schemes for a disease according to various symptoms at different stages. However, most classification methods might be ineffective in…
cs.LG2018★ 186 cited
A Bi-layered Parallel Training Architecture for Large-scale Convolutional Neural Networks
Jianguo Chen, Kenli Li, Kashif Bilal +3
Benefitting from large-scale training datasets and the complex training network, Convolutional Neural Networks (CNNs) are widely applied in various fields with high accuracy. Howev…