Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Director, Kyoto University, Institute for Chemical Research, Bioinformatics Center
1 Apr 2011 → 31 Mar 2013
Professor, Graduate School of Pharmaceutical Sciences, Kyoto University
1 Apr 2006 → …
Professor, Kyoto University, Institute for Chemical Research, Bioinformatics Center
1 Apr 2005 → …
Keywords
- Semi-supervised learning
- Machine learning
- Data mining
- Tensor factorization
- Graph mining
- Semi-structured data
- Data analysis
- Bioinformatics
- Systems biology
- Precision medicine
- Information retrieval
- Innovation in manufacturing
- Business analytics
Fingerprint
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions
Nguyen, D. A., Nguyen, C. H. & Mamitsuka, H., 2023, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems . p. 1-6 6 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Sc2Mol: a scaffold-based two-step molecule generator with variational autoencoder and transformer
Liao, Z., Xie, L., Mamitsuka, H. & Zhu, S., 1 Jan 2023, In: Bioinformatics (Oxford, England). 39, 1, p. 1-9 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)11 Downloads (Pure) -
DeepMHCII: a novel binding core-aware deep interaction model for accurate MHC-II peptide binding affinity prediction
You, R., Qu, W., Mamitsuka, H. & Zhu, S., 24 Jun 2022, In: Bioinformatics (Oxford, England). 38, 1, p. 220-228 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)48 Downloads (Pure) -
DIVERSE: Bayesian Data IntegratiVE learning for precise drug ResponSE prediction
Guvencpaltun, B., Kaski, S. & Mamitsuka, H., 11 Apr 2022, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 19, 4, p. 2197-2207 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)72 Downloads (Pure) -
HPODNets: deep graph convolutional networks for predicting human protein–phenotype associations
Liu, L., Mamitsuka, H. & Zhu, S., 1 Feb 2022, In: Bioinformatics. 38, 3, p. 799–808 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)39 Downloads (Pure)
Projects
- 2 Finished
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-: Intelligent Crop Production: Data-integrative, Multi-task Learning Meets Crop Simulator
Mamitsuka, H., Nariman Zadeh, H., Strahl, J., Guvenc, B., Ji, S., Rissanen, S., Honkamaa, J., Pöllänen, A., Hiremath, S. & Ojala, F.
01/01/2018 → 31/12/2022
Project: Academy of Finland: Other research funding
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FiDiPro - Machine Learning for Augmented Science and Knowledge Work
Guvenc, B., Mamitsuka, H., Kaski, S., Gillberg, L., Eranti, P., Strahl, J., Rezaei Yousefi, Z., Gisbrecht, A. & Peltonen, J.
01/01/2015 → 31/12/2018
Project: Business Finland: Other research funding
Prizes
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Best Student Paper
Mamitsuka, Hiroshi (Recipient), 5 Dec 2018
Prize: Award or honor granted for a specific work
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IEEE Kansai Section Medal recipient
Mamitsuka, Hiroshi (Recipient), Feb 2014
Prize: Award or honor granted for academic or artistic career
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Recipient of 'Certificate of Appreciation', Service Award, IEEE Computer Society
Mamitsuka, Hiroshi (Recipient), 2009
Prize: Award or honor granted for academic or artistic career
Activities
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Data Integrative Machine Learning for Bioinformatics
Hiroshi Mamitsuka (Speaker)
21 Jun 2018Activity: Talk or presentation types › Invited academic talk
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Graph-based Machine Learning
Hiroshi Mamitsuka (Speaker)
16 Nov 2018Activity: Talk or presentation types › Invited academic talk
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Similarly-based Machine Learning Approaches for Predicting Drug-target Interactions
Hiroshi Mamitsuka (Speaker)
16 Mar 2018Activity: Talk or presentation types › Invited academic talk
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ACM International Conference on Information and Knowledge Management
Hiroshi Mamitsuka (Member)
6 Nov 2017 → 10 Nov 2017Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
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Eleventh International Workshop on Machine Learning in Systems Biology
Hiroshi Mamitsuka (Member)
25 Jul 2017Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar