Hiroshi Mamitsuka

FiDiPro professor

  • Phone+358504301880
  • Aalto SCI Computer Science Konemiehentie 2

20152020

Research output per year

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Personal profile

External positions

Director

1 Apr 201131 Mar 2013

Professor

1 Apr 2006 → …

Professor

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

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Research Output

FullMeSH: Improving large-scale MeSH indexing with full text

Dai, S., You, R., Lu, Z., Huang, X., Mamitsuka, H. & Zhu, S., 1 Mar 2020, In : Bioinformatics. 36, 5, p. 1533-1541 9 p.

Research output: Contribution to journalArticleScientificpeer-review

  • Scaled coupled norms and coupled higher-order tensor completion

    Wimalawarne, K., Yamada, M. & Mamitsuka, H., 1 Feb 2020, In : Neural Computation. 32, 2, p. 447-484 38 p.

    Research output: Contribution to journalLetterScientificpeer-review

    Open Access
    File
  • 8 Downloads (Pure)

    ADAPTIVE: LeArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra

    Nguyen, D. H., Nguyen, C. H. & Mamitsuka, H., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i164-i172 btz319.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
  • 4 Citations (Scopus)
    63 Downloads (Pure)

    AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification

    You, R., Zhang, Z., Wang, Z., Dai, S., Mamitsuka, H. & Zhu, S., Dec 2019, ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019). Wallach, H., Larochelle, H., Beygelzimer, A., d'Alche-Buc, F., Fox, E. & Garnett, R. (eds.). 11 p. (Advances in Neural Information Processing Systems; vol. 32).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    CalCleaveMKL: a Tool for Calpain Cleavage Prediction

    duVerle, D. A. & Mamitsuka, H., 1 Jan 2019, Calpain. p. 121-147 27 p. (Methods in molecular biology; vol. 1915).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  • 1 Citation (Scopus)

    Projects

    Prizes

    Best Student Paper

    Hiroshi Mamitsuka (Recipient), 5 Dec 2018

    Prize: Award or honor granted for a specific work

  • IEEE Kansai Section Medal recipient

    Hiroshi Mamitsuka (Recipient), Feb 2014

    Prize: Award or honor granted for academic career

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

    Hiroshi Mamitsuka (Recipient), 2009

    Prize: Award or honor granted for academic career

    Activities

    Humana Press (Publisher)

    Hiroshi Mamitsuka (Reviewer)
    2018

    Activity: Publication peer-review and editorial work typesEditorship of a book or a special issue of a journal

    Similarly-based Machine Learning Approaches for Predicting Drug-target Interactions

    Hiroshi Mamitsuka (Speaker)
    16 Mar 2018

    Activity: Talk or presentation typesPublic or invited talk

    Graph-based Machine Learning

    Hiroshi Mamitsuka (Speaker)
    16 Nov 2018

    Activity: Talk or presentation typesPublic or invited talk

    Data Integrative Machine Learning for Bioinformatics

    Hiroshi Mamitsuka (Speaker)
    21 Jun 2018

    Activity: Talk or presentation typesPublic or invited talk

    Systems Medicine (Journal)

    Hiroshi Mamitsuka (Reviewer)
    1 Oct 2017 → …

    Activity: Publication peer-review and editorial work typesMembership of an editorial board