Hyukjun Gweon

According to our database, Hyukjun Gweon authored at least 9 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A nearest neighbor-based approach for improving the reliability of multiclass probabilistic classifiers.

Hyukjun Gweon, Jiaxuan Lu

Int. J. Data Sci. Anal., September, 2025

Random k conditional nearest neighbor for high-dimensional data.

Jiaxuan Lu, Hyukjun Gweon

PeerJ Comput. Sci., 2025

2023

A power-controlled reliability assessment for multi-class probabilistic classifiers.

Hyukjun Gweon

Adv. Data Anal. Classif., December, 2023

2021

A nearest neighbor-based active learning method and its application to time series classification.

Hyukjun Gweon, Hao Yu

Pattern Recognit. Lett., 2021

2020

Threshold Moving Approaches for Addressing the Class Imbalance Problem and their Application to Multi-label Classification.

Xingfu Zhang, Hyukjun Gweon, Serge B. Provost

Proceedings of the ICAIP 2020: 4th International Conference on Advances in Image Processing, 2020

2019

How reliable is your reliability diagram?

Hyukjun Gweon, Hao Yu

Pattern Recognit. Lett., 2019

Nearest labelset using double distances for multi-label classification.

Hyukjun Gweon, Matthias Schonlau, Stefan H. Steiner

PeerJ Comput. Sci., 2019

The k conditional nearest neighbor algorithm for classification and class probability estimation.

Hyukjun Gweon, Matthias Schonlau, Stefan H. Steiner

PeerJ Comput. Sci., 2019

2017

Statistical Learning Approaches to Some Classification Problems.

Hyukjun Gweon

PhD thesis, 2017