Giseon Heo

According to our database, Giseon Heo authored at least 8 papers between 2006 and 2023.

Collaborative distances:

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

2023

Topological Hidden Markov Models.

Adam B. Kashlak, Prachi Loliencar, Giseon Heo

J. Mach. Learn. Res., 2023

2022

Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology.

Prachi Loliencar, Giseon Heo

Int. J. Approx. Reason., 2022

2021

Diagnosis of Pediatric Obstructive Sleep Apnea via Face Shape Analysis.

Milad Kiaee, Adam B. Kashlak, Jisu Kim, Giseon Heo, Prachi Loliencar

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data.

Emily T. Winn, Marilyn Vazquez, Prachi Loliencar, Kaisa Taipale, Xu Wang, Giseon Heo

CoRR, 2020

2019

Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks.

Milad Kiaee, Adam B. Kashlak, Jisu Kim, Giseon Heo

CoRR, 2019

2018

Dimensionality reduction via the Johnson-Lindenstrauss Lemma: theoretical and empirical bounds on embedding dimension.

John Fedoruk, Byron Schmuland, Julia Ann Johnson, Giseon Heo

J. Supercomput., 2018

2010

Exploring uses of persistent homology for statistical analysis of landmark-based shape data.

Jennifer Gamble, Giseon Heo

J. Multivar. Anal., 2010

2006

Form representions and means for landmarks: A survey and comparative study.

Giseon Heo, Christopher G. Small

Comput. Vis. Image Underst., 2006