Hoon Seo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Genotype Phenotype

Support Vector Machine

Top Venues

Knowl. Inf. Syst.

Publications

Lodewijk Brand, Hoon Seo, Lauren Zoe Baker, Carla Ellefsen, Jackson Sargent, Hua Wang
A linear primal-dual multi-instance SVM for big data classifications. Knowl. Inf. Syst. 66 (1) (2024)
Hoon Seo, Hua Wang
Fast Multi-Modal Multi-Instance Support Vector Machine for Fine-grained Chest X-ray Recognition. ICDM (2023)
Hoon Seo, Lodewijk Brand, Lucia Saldana Barco, Hua Wang
Scalable Multi-Instance Multi-Shape Support Vector Machine for Whole Slide Breast Histopathology. ICKG (2022)
Hoon Seo, Hua Wang
Learning Deeply Enriched Representations of Longitudinal Imaging-Genetic Data to Predict Alzheimer's Disease Progression. BIBM (2021)
Hoon Seo, Lodewijk Brand, Hua Wang, Feiping Nie
Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations. AAAI (2021)
Hoon Seo, Lodewijk Brand, Hua Wang
Learning Semi-Supervised Representation Enrichment Using Longitudinal Imaging-Genetic Data. BIBM (2020)