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Publication name
Authors
Publication channel
Year

Unsupervised Neural Learning

Peer-reviewed
Oja, E.
Elsevier1995

Unsupervised Learning for Feature Extraction

Peer-reviewed
Oja, E.; Lampinen, J.
IEEE1994

Finding Clusters and Components by Unsupervised Learning

Peer-reviewed
Oja, Erkki
-2004

Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

Peer-reviewed
DOI
10.1007/978-3-031-44064-9_32
Malhi, Avleen; Apopei, Vlad; Främling, Kary
Communications in Computer and Information Science2023

A toolset for unsupervised assessment of learning outcomes

Peer-reviewed
Open access
DOI
10.1016/j.simpa.2023.100587
Mailagaha Kumbure Mahinda; Stoklasa Jan; Luukka Pasi; Tarkiainen Anssi; Jantunen Ari
-2023

UFace An Unsupervised Deep Learning Face Verification System

Peer-reviewed
Open access
DOI
10.3390/electronics11233909
Solomon, Enoch; Zewoudie, Abraham; Cios, Krzysztof J.
Electronics2022

Unsupervised Networks, Stochasticity and Optimization in Deep Learning

Open access
Berglund, Mathias
Aalto University2017

Unsupervised Learning of Nonlinear Dynamic State-Space Models

Valpola, Harri
-2000

Unsupervised Variational Bayesian Learning of Nonlinear Models

Peer-reviewed
Honkela, A.; Valpola, H.
MIT PRESS2005

Firms' knowledge profiles: Mapping patent data with unsupervised learning

Peer-reviewed
Open access
DOI
10.1016/j.techfore.2016.09.028
Suominen, Arho; Toivanen, Hannes; Seppänen, Marko
Technological forecasting and social change2016

Unsupervised Neural Learning

Peer-reviewed
1995

Unsupervised Learning for Feature Extraction

Peer-reviewed
1994

Finding Clusters and Components by Unsupervised Learning

Peer-reviewed
2004

Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

Peer-reviewed
DOI
10.1007/978-3-031-44064-9_32
2023

A toolset for unsupervised assessment of learning outcomes

Peer-reviewed
Open access
DOI
10.1016/j.simpa.2023.100587
2023

UFace An Unsupervised Deep Learning Face Verification System

Peer-reviewed
Open access
DOI
10.3390/electronics11233909
2022

Unsupervised Networks, Stochasticity and Optimization in Deep Learning

Open access
2017

Unsupervised Learning of Nonlinear Dynamic State-Space Models

2000

Unsupervised Variational Bayesian Learning of Nonlinear Models

Peer-reviewed
2005

Firms' knowledge profiles: Mapping patent data with unsupervised learning

Peer-reviewed
Open access
DOI
10.1016/j.techfore.2016.09.028
2016