Arho Suominen

20132019
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Research Output 2013 2019

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Conference article
2015

Map of science based on unsupervised learning

Suominen, A. & Toivanen, H., 2015.

Research output: Contribution to conferenceConference articleScientific

learning
cartography
science
14 Citations (Scopus)

Map of technology: Topic modelling full-text patent data

Suominen, A. & Toivanen, H., 2015.

Research output: Contribution to conferenceConference articleScientific

Unsupervised learning
Probability distributions
Data mining
Learning systems
Processing
2013

Differentation within mobile ecosystems - The unspecialized marketplaces

Hyrynsalmi, S., Suominen, A. & Seppänen, M., 2013. 17 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Ecosystems
Mobile phones
Students

Knowledge domains of global ICT companies: Topic modeling of patent data

Suominen, A. & Toivanen, H., 2013.

Research output: Contribution to conferenceConference articleScientific

Patent data
Domain knowledge
Modeling
Patents
Knowledge system

The relevance of customer reviews in the mobile application marketplaces

Hyrynsalmi, S., Suominen, A., Seppänen, M. & Mäkilä, T., 2013. 12 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Mobile applications
Rating
Ecosystem
Correlates
Movies