Publications (27)

A1 Journal article (refereed)

Modeling and Mitigating Errors in Belief Propagation for Distributed Detection (2021)

IEEE Transactions on Communications, Early Access , http://doi.org/10.1109/TCOMM.2021.3056679, OA

Abdi, Younes; Ristaniemi, Tapani

A1 Journal article (refereed)

Music Therapy for Depression Enhanced With Listening Homework and Slow Paced Breathing : A Randomised Controlled Trial (2021)

Frontiers in Psychology, 12, 613821, http://doi.org/10.3389/fpsyg.2021.613821, OA

Erkkilä, Jaakko; Brabant, Olivier; Hartmann, Martin; Mavrolampados, Anastasios; Ala-Ruona, Esa; Snape, Nerdinga; Saarikallio, Suvi; Gold, Christian

A1 Journal article (refereed)

Minimal Learning Machine : Theoretical Results and Clustering-Based Reference Point Selection (2020)

Journal of Machine Learning Research, 21, 239OA

Hämäläinen, Joonas; Alencar, Alisson S. C.; Kärkkäinen, Tommi; Mattos, César L. C.; Souza Júnior, Amauri H.; Gomes, João P. P.

A1 Journal article (refereed)

Monte Carlo Simulations of Au38(SCH3)24 Nanocluster Using Distance-Based Machine Learning Methods (2020)

Journal of Physical Chemistry A, 124 (23), 4827-4836, http://doi.org/10.1021/acs.jpca.0c01512, OA

Pihlajamäki, Antti; Hämäläinen, Joonas; Linja, Joakim; Nieminen, Paavo; Malola, Sami; Kärkkäinen, Tommi; Häkkinen, Hannu

A1 Journal article (refereed)

Multi-domain Features of the Non-phase-locked Component of Interest Extracted from ERP Data by Tensor Decomposition (2020)

Brain Topography, 33 (1), 37-47, http://doi.org/10.1007/s10548-019-00750-8, OA

Zhang, Guanghui; Zhang, Chi; Cao, Shuo; Xia, Xue; Tan, Xin; Si, Lichengxi; Wang, Chenxin; Wang, Xiaochun; Zhou, Chenglin; Ristaniemi, Tapani; et al.

A1 Journal article (refereed)

Multilabel segmentation of cancer cell culture on vascular structures with deep neural networks (2020)

Journal of Medical Imaging, 7 (2), 024001, http://doi.org/10.1117/1.JMI.7.2.024001, OA

Rahkonen, Samuli; Koskinen, Emilia; Pölönen, Ilkka; Heinonen, Tuula; Ylikomi, Timo; Äyrämö, Sami; Eskelinen, Matti A.

A1 Journal article (refereed)

Multi-level Hybridized Optimization Methods Coupling Local Search Deterministic and Global Search Evolutionary Algorithms (2020)

Archives of Computational Methods in Engineering, 27 (3), 939-975, http://doi.org/10.1007/s11831-019-09336-w

Tang, Z.; Hu, X.; Périaux, J.

A1 Journal article (refereed)

Multitask deep learning for native language identification (2020)

Knowledge-Based Systems, 209, 106440, http://doi.org/10.1016/j.knosys.2020.106440, OA

Habic, Vuk; Semenov, Alexander; Pasiliao, Eduardo L.

A1 Journal article (refereed)

Multitasking in Driving as Optimal Adaptation Under Uncertainty (2020)

Human Factors, Early online, http://doi.org/10.1177/0018720820927687, OA

Jokinen, Jussi P. P.; Kujala, Tuomo; Oulasvirta, Antti

A1 Journal article (refereed)

Method Framework for Developing Enterprise Architecture Security Principles (2019)

Complex Systems Informatics and Modeling Quarterly, 117 (20), 57-71, http://doi.org/10.7250/csimq.2019-20.03, OA

Larno, Sara; Seppänen, Ville; Nurmi, Jarkko