Hiroshi Mamitsuka

Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Sähköposti
[email protected]

Osaamisalueet

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, 113 Computer and information sciences, Computational data analysis

Palkinnot

Best Student Paper

The award is given to the following paper: Junning Gao, Shuwei Yao, Hiroshi Mamitsuka and Shanfeng Zhu, "AiProAnnotator: Low-rank Approximation with network side information for high-performance, large-scale human Protein abnormality Annotator".<br/><br/>
Award or honor granted for a specific work Professorship Kaski Samuel Dec 2018

Recipient of 'Certificate of Appreciation', Service Award, IEEE Computer Society

Award or honor granted for academic or artistic career Professorship Kaski Samuel Jan 2009

IEEE Kansai Section Medal recipient

Award or honor granted for academic or artistic career Professorship Kaski Samuel Feb 2014

Tutkimusryhmät

  • Probabilistic Machine Learning, Visiting Professor
  • Professorship Kaski Samuel, Visiting Professor
  • Helsinki Institute for Information Technology (HIIT), Visiting Professor
  • Professorship Kaski Samuel, Visitor (Faculty)
  • Probabilistic Machine Learning, Visitor (Faculty)
  • Helsinki Institute for Information Technology (HIIT), Visitor (Faculty)

Julkaisut

Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions

Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka 2023

DIVERSE: Bayesian Data IntegratiVE learning for precise drug ResponSE prediction

Betul Guvencpaltun, Samuel Kaski, Hiroshi Mamitsuka 2022

Machine learning approaches for drug combination therapies

Betul Guvenc, Samuel Kaski, Hiroshi Mamitsuka 2021

Crop loss identification at field parcel scale using satellite remote sensing and machine learning

Santosh Hiremath, Samantha Wittke, Taru Palosuo, Jere Kaivosoja, Fulu Tao, Maximilian Proll, Eetu Puttonen, Pirjo Peltonen-Sainio, Pekka Marttinen, Hiroshi Mamitsuka 2021