Hyukjun Gweon

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Active Learning

Probabilistic Classifiers

Class Probability Estimation

Nearest Neighbor

Top Venues

Pattern Recognit. Lett.

PeerJ Comput. Sci.

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Hyukjun Gweon
A power-controlled reliability assessment for multi-class probabilistic classifiers. Adv. Data Anal. Classif. 17 (4) (2023)
Hyukjun Gweon, Hao Yu
A nearest neighbor-based active learning method and its application to time series classification. Pattern Recognit. Lett. 146 (2021)
Xingfu Zhang, Hyukjun Gweon, Serge B. Provost
Threshold Moving Approaches for Addressing the Class Imbalance Problem and their Application to Multi-label Classification. ICAIP (2020)
Hyukjun Gweon, Matthias Schonlau, Stefan H. Steiner
Nearest labelset using double distances for multi-label classification. PeerJ Comput. Sci. 5 (2019)
Hyukjun Gweon, Matthias Schonlau, Stefan H. Steiner
The k conditional nearest neighbor algorithm for classification and class probability estimation. PeerJ Comput. Sci. 5 (2019)
Hyukjun Gweon, Hao Yu
How reliable is your reliability diagram? Pattern Recognit. Lett. 125 (2019)
Hyukjun Gweon, Matthias Schonlau, Stefan H. Steiner
Nearest Labelset Using Double Distances for Multi-label Classification. CoRR (2017)