Hoon Seo

According to our database, Hoon Seo authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

2025

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

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

ACM Trans. Intell. Syst. Technol., October, 2025

2024

A linear primal-dual multi-instance SVM for big data classifications.

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

Knowl. Inf. Syst., January, 2024

2023

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

Hoon Seo, Hua Wang

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Scaling multi-instance support vector machine to breast cancer detection on the BreaKHis dataset.

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

Bioinform., 2022

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

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

Proceedings of the IEEE International Conference on Knowledge Graph, 2022

2021

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

Hoon Seo, Hua Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

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

Hoon Seo, Lodewijk Brand, Hua Wang, Feiping Nie

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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

Hoon Seo, Lodewijk Brand, Hua Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020