Concepedia

Dokkyun Yi

DY

9

Publications

380

Citations

9

H-Index

2005

Active since

Affiliations

Daegu University(Current)

Chungnam National University

Hongik University

Dokkyun Yi is an author at Daegu University specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData SciencePattern RecognitionArtificial IntelligenceForecastingInverse ProblemsSignal ProcessingLinear Programming

Publications per year

2005–2020

9

Publications

9

An Effective Optimization Method for Machine Learning Based on ADAM

Dokkyun Yi, Jae-Hyun Ahn, Sangmin Ji · Applied Sciences · 2020 · 182 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

A Novel Learning Rate Schedule in Optimization for Neural Networks and It’s Convergence

Ji‐Eun Park, Dokkyun Yi, Sangmin Ji · Symmetry · 2020 · 42 citations · Full text

Artificial Intelligence, Model Optimization, Symmetric Optimization +10

Fourth-order partial differential equations for image enhancement

Dokkyun Yi, Sungyun Lee · Applied Mathematics and Computation · 2005 · 39 citations

Multi-resolution Method, Inverse Problems, Image Restoration +1

Analysis of Recurrent Neural Network and Predictions

Ji‐Eun Park, Dokkyun Yi, Sangmin Ji · Symmetry · 2020 · 35 citations · Full text

Artificial Intelligence, Evolving Neural Network, Engineering +12

An Enhanced Optimization Scheme Based on Gradient Descent Methods for Machine Learning

Dokkyun Yi, Sangmin Ji, Sunyoung Bu · Symmetry · 2019 · 21 citations · Full text

Large-scale Global Optimization, Engineering, Machine Learning +18

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