Hiroshi Mamitsuka
Institutionen för datateknik

Hiroshi Mamitsuka

Visiting Professor

Kontakt information

Postadress
Aalto SCI Computer Science Konemiehentie 2
Full researcher profile
https://research.aalto.fi/...

Kompetensområden

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

Utmärkelser

Award or honor granted for academic career
Professorship Kaski S.
Feb 2014

IEEE Kansai Section Medal recipient

Award or honor granted for academic career
Professorship Kaski S.
Jan 2009

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

Award or honor granted for a specific work
Professorship Kaski S.
Dec 2018

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/>

Forskargrupper

Professorship Kaski S., Visiting Professor
Helsinki Institute for Information Technology HIIT, Visiting Professor
Probabilistic Machine Learning, Visiting Professor

Publikationer

Probabilistic Machine Learning, Helsinki Institute for Information Technology HIIT, Professorship Kaski S., Institutionen för datateknik

ADAPTIVE

Publishing year: 2019 Bioinformatics
Probabilistic Machine Learning, Helsinki Institute for Information Technology HIIT, Professorship Kaski S., Institutionen för datateknik

NetGO

Publishing year: 2019 Nucleic Acids Research
Institutionen för datateknik, Finnish Center for Artificial Intelligence, Probabilistic Machine Learning, Helsinki Institute for Information Technology HIIT, Professorship Kaski S., Centre of Excellence in Computational Inference, COIN, Professorship Marttinen P.

Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

Publishing year: 2019 Nature Communications
Professorship Kaski S., Helsinki Institute for Information Technology HIIT, Probabilistic Machine Learning, Institutionen för datateknik

Machine Learning for Marketing

Publishing year: 2019
Probabilistic Machine Learning, Helsinki Institute for Information Technology HIIT, Professorship Kaski S., Institutionen för datateknik

CalCleaveMKL

Publishing year: 2019 Calpain
Professorship Kaski S., Helsinki Institute for Information Technology HIIT, Probabilistic Machine Learning, Institutionen för datateknik

Fast and Robust Multi-View Multi-Task Learning via Group Sparsity

Publishing year: 2019
Professorship Kaski S., Helsinki Institute for Information Technology HIIT, Probabilistic Machine Learning, Institutionen för datateknik

Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning

Publishing year: 2019 Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19)
Institutionen för datateknik, Professorship Kaski S., Helsinki Institute for Information Technology HIIT, Probabilistic Machine Learning

Convex Coupled Matrix and tensor completion

Publishing year: 2018 Neural Computation
Professorship Kaski S., Helsinki Institute for Information Technology HIIT, Probabilistic Machine Learning, Institutionen för datateknik

Textbook of Machine Learning and Data Mining

Publishing year: 2018
Probabilistic Machine Learning, Helsinki Institute for Information Technology HIIT, Professorship Kaski S., Institutionen för datateknik

GOLabeler

Publishing year: 2018 Bioinformatics