Giseon Heo

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 6

Top Topics

Obstructive Sleep Apnea

Fuzzy Clustering Algorithm

Dimensionality Reduction

Persistent Homology

Top Venues

Int. J. Approx. Reason.

J. Supercomput.

Publications

Prachi Loliencar, Giseon Heo
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology. Int. J. Approx. Reason. 142 (2022)
Milad Kiaee, Adam Kashalak, Jisu Kim, Giseon Heo, Prachi Loliencar
Diagnosis of Pediatric Obstructive Sleep Apnea via Face Shape Analysis. IEEE BigData (2021)
Prachi Loliencar, Giseon Heo
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology. CoRR (2021)
Emily T. Winn, Marilyn Vazquez, Prachi Loliencar, Kaisa Taipale, Xu Wang, Giseon Heo
A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data. CoRR (2020)
Milad Kiaee, Adam B. Kashlak, Jisu Kim, Giseon Heo
Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks. CoRR (2019)
John Fedoruk, Byron Schmuland, Julia Ann Johnson, Giseon Heo
Dimensionality reduction via the Johnson-Lindenstrauss Lemma: theoretical and empirical bounds on embedding dimension. J. Supercomput. 74 (8) (2018)
Jennifer Gamble, Giseon Heo
Exploring uses of persistent homology for statistical analysis of landmark-based shape data. J. Multivar. Anal. 101 (9) (2010)
Giseon Heo, Christopher G. Small
Form representions and means for landmarks: A survey and comparative study. Comput. Vis. Image Underst. 102 (2) (2006)