Hoon Seo

PhD Student

Hoon Seo is a PhD student working with Dr. Hua Wang on research in Machine Learning. Hoon obtained his bachelor’s degree in Physics from Kyung Hee University and his masters degree in Computer Science from the Colorado School of Mines.

Research Areas

  • Optimization problems
  • Data analysis

Application Areas

  • Oil and Gas

Interests

  • Go
  • Snowboarding

Publications

2024

Learning semi-supervised enrichment of longitudinal imaging-genetic data for improved prediction of cognitive decline

Hoon Seo, Lodewijk Brand, Hua Wang

MIDM

Journal

2023

Fast Multi-Modal Multi-Instance Support Vector Machine for Fine-grained Chest X-ray Recognition

Hoon Seo, Hua Wang

ICDM

Conference

A Linear Primal–Dual Multi-Instance SVM for Big Data Classifications

Lodewijk Brand, Hoon Seo, Lauren Zoe Baker, Carla Ellefsen, Jackson Sargent, Hua Wang

KAIS

Journal

2022

Scaling Multi-Instance Support Vector Machine to Breast Cancer Detection on the BreaKHis Dataset

Hoon Seo, Lodewijk Brand, Lucia Saldana Barco, Hua Wang

Bioinformatics - ISMB

Journal

Scalable Multi-Instance Multi-Shape Support Vector Machine for Whole Slide Breast Histopathology

Hoon Seo, Lodewijk Brand, Lucia Saldana Barco, Hua Wang

ICKG

Conference

2021

Learning Deeply Enriched Representations of Longitudinal Imaging-Genetic Data to Predict Alzheimer's Disease Progression

Hoon Seo, Hua Wang

BIBM

Conference

Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations

Hoon Seo, Lodewijk Brand, Hua Wang

AAAI

Conference

2020

Learning Semi-Supervised Representation Enrichment Using Longitudinal Imaging-Genetic Data

Hoon Seo, Lodewijk Brand, Hua Wang

BIBM

Conference