Hiroshi Mamitsuka

Full Professor, Kyoto University

Joined

April 2020

Names

Hiroshi Mamitsuka (Preferred)

Emails

****@gmail.com (Confirmed)

****@kuicr.kyoto-u.ac.jp

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

Kyoto University (kyoto-u.ac.jp)

2005 – Present

Visiting professor

Aalto University (aalto.fi)

2019 – 2022

FiDiPro professor

Aalto University (aalto.fi)

2015 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

bioinformatics

Present

graph learning

Present

Publications

Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization
Dai Hai Nguyen, Hiroshi Mamitsuka, Atsuyoshi Nakamura
- UAI 2025 Oral
- Readers: Everyone
HPODNets: deep graph convolutional networks for predicting human protein-phenotype associations
Lizhi Liu, Hiroshi Mamitsuka, Shanfeng Zhu
- 2022 (modified: 23 Jan 2023)
- Bioinform. 2022
- Readers: Everyone
DIVERSE: Bayesian Data IntegratiVE Learning for Precise Drug ResponSE Prediction
Betül Güvenç Paltun, Samuel Kaski, Hiroshi Mamitsuka
- 2022 (modified: 23 Jan 2023)
- IEEE ACM Trans. Comput. Biol. Bioinform. 2022
- Readers: Everyone
Learning subtree pattern importance for Weisfeiler-Lehmanbased graph kernels
Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
- 2021 (modified: 18 Jun 2021)
- CoRR 2021
- Readers: Everyone
On Convex Clustering Solutions
Canh Hao Nguyen, Hiroshi Mamitsuka
- 2021 (modified: 18 Jun 2021)
- CoRR 2021
- Readers: Everyone
A survey on adverse drug reaction studies: data, tasks and machine learning methods
Anh Nguyen Duc, Canh Hao Nguyen, Hiroshi Mamitsuka
- 2021 (modified: 18 Jun 2021)
- Briefings Bioinform. 2021
- Readers: Everyone
DIVERSE: bayesian Data IntegratiVE learning for precise drug ResponSE prediction
Betül Güvenç Paltun, Samuel Kaski, Hiroshi Mamitsuka
- 2021 (modified: 10 Sept 2021)
- CoRR 2021
- Readers: Everyone
Improving drug response prediction by integrating multiple data sources: matrix factorization, kernel and network-based approaches
Betül Güvenç Paltun, Hiroshi Mamitsuka, Samuel Kaski
- 2021 (modified: 10 Sept 2021)
- Briefings Bioinform. 2021
- Readers: Everyone
Learning subtree pattern importance for Weisfeiler-Lehman based graph kernels
Dai Hai Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
- 2021 (modified: 31 Mar 2022)
- Mach. Learn. 2021
- Readers: Everyone
XGSEA: CROSS-species gene set enrichment analysis via domain adaptation
Menglan Cai, Canh Hao Nguyen, Hiroshi Mamitsuka, Limin Li
- 2021 (modified: 31 Mar 2022)
- Briefings Bioinform. 2021
- Readers: Everyone

View all 132 publications

Co-Authors

View all 105 co-authors