Aki Koivu

According to our database, Aki Koivu authored at least 7 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Quality of randomness and node dropout regularization for fitting neural networks.

Aki Koivu, Joona-Pekko Kakko, Santeri Mäntyniemi, Mikko Sairanen

Expert Syst. Appl., 2022

Synthetization, Distortion, and Geometric Correction of Isoelectric Focusing Gels for Newborn Screening.

Santeri Mäntyniemi, Eero Lehtonen, Aki Koivu

IEEE Access, 2022

2021

Adaptive risk prediction system with incremental and transfer learning.

Aki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala, Wing-cheong Leung, Tsz-kin Lo, Daljit Singh Sahota

Comput. Biol. Medicine, 2021

2020

Synthetic minority oversampling of vital statistics data with generative adversarial networks.

Aki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala

J. Am. Medical Informatics Assoc., 2020

Predicting risk of stillbirth and preterm pregnancies with machine learning.

Aki Koivu, Mikko Sairanen

Health Inf. Sci. Syst., 2020

2018

Evaluation of machine learning algorithms for improved risk assessment for Down's syndrome.

Aki Koivu, Teemu Korpimäki, Petri Kivelä, Tapio Pahikkala, Mikko Sairanen

Comput. Biol. Medicine, 2018

2016

Software Security Considerations for IoT.

Aki Koivu, Lauri Koivunen, Shohreh Hosseinzadeh, Samuel Laurén, Sami Hyrynsalmi, Sampsa Rauti, Ville Leppänen

Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2016