17 citations · 47 across the 8 of their papers we have counts for
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cs.LG2020★ 4 cited
Deep learning method to remove chemical, kinetic and electric artifacts on ISEs
Byunghyun Ban
We suggest a deep learning based sensor signal processing method to remove chemical, kinetic and electrical artifacts from ion selective electrodes' measured values. An ISE is used…
cs.LG2019★ 8 cited
Control of nonlinear, complex and black-boxed greenhouse system with reinforcement learning
Byunghyun Ban, Soobin Kim
Modern control theories such as systems engineering approaches try to solve nonlinear system problems by revelation of causal relationship or co-relationship among the components;…
cs.LG2019★ 17 cited
Machine learning approach to remove ion interference effect in agricultural nutrient solutions
Byunghyun Ban, Donghun Ryu, Minwoo Lee
High concentration agricultural facilities such as vertical farms or plant factories consider hydroponic techniques as optimal solutions. Although closed-system dramatically reduce…